Subject CT1 Financial Mathematics Core Technical Core Reading

Size: px
Start display at page:

Download "Subject CT1 Financial Mathematics Core Technical Core Reading"

Transcription

1 Subject CT1 Fiacial Mathematics Core Techical Core Readig for the 2016 exams 1 Jue 2015

2

3 Copyright i this Core Readig is the property of the Istitute ad Faculty of Actuaries who are the sole distributors. Core readig is iteded for the exclusive use of the purchaser ad the Istitute ad Faculty of Actuaries do ot permit it to be used by aother party, copied, electroically trasmitted or published o a website without prior permissio beig obtaied. Legal actio will be take if these terms are ifriged. I the case of a member of the Istitute ad Faculty of Actuaries, we may seek to take discipliary actio through the Discipliary Scheme of the Istitute ad Faculty of Actuaries. These coditios remai i force after the Core Readig has bee superseded by a later editio.

4

5 SUBJECT CT1 CORE READING Cotets Accreditatio Itroductio Uit 1 Uit 2 Uit 3 Uit 4 Uit 5 Uit 6 Uit 7 Uit 8 Uit 9 Uit 10 Uit 11 Uit 12 Uit 13 Uit 14 Geeralised cashflow model The time value of moey Iterest rates Real ad moey iterest rates Discoutig ad accumulatig Compoud iterest fuctios Equatios of value Loa schedules Project appraisal Ivestmets Elemetary compoud iterest problems The No Arbitrage assumptio ad Forward Cotracts Term structure of iterest rates Stochastic iterest rate models Syllabus with cross referecig to Core Readig

6

7 SUBJECT CT1 CORE READING Accreditatio The Istitute ad Faculty of Actuaries would like to thak the umerous people who have helped i the developmet of this material ad i the previous versios of Core Readig. The followig book has bee used as the basis for several Uits: A itroductio to the mathematics of fiace. McCutcheo, J. J.; Scott, W. F. Heiema, ISBN: X, by permissio of the authors who are the holders of copyright of the book. All rights reserved.

8

9 CORE READING Itroductio The Core Readig maual has bee produced by the Istitute ad Faculty of Actuaries. The purpose of the Core Readig is to assist i esurig that tutors, studets ad examiers have clear shared appreciatio of the requiremets of the syllabus for the qualificatio examiatios for Fellowship of the Istitute ad Faculty of Actuaries. The maual supports coverage of the syllabus i helpig to esure that both depth ad breadth are re-eforced. I examiatios studets will be expected to demostrate their uderstadig of the cocepts i Core Readig. Examiers will have this Core Readig maual whe settig the papers. I preparig for examiatios studets are recommeded to work through past examiatio questios ad will fid additioal tuitio helpful. The maual will be updated each year to reflect chages i the syllabus, to reflect curret practice ad i the iterest of clarity.

10

11 2016 Geeralised cashflow model Subject CT1 UNIT 1 GENERALISED CASHFLOW MODEL Syllabus objective (i) Describe how to use a geeralised cashflow model to describe fiacial trasactios. 1. For a give cashflow process, state the iflows ad outflows i each future time period ad discuss whether the amout or the timig (or both) is fixed or ucertai. 2. Describe i the form of a cashflow model the operatio of a zero coupo bod, a fixed iterest security, a idexliked security, cash o deposit, a equity, a iterest oly loa, a repaymet loa, ad a auity certai. 1 Cashflow process The practical work of the actuary ofte ivolves the maagemet of various cashflows. These are simply sums of moey, which are paid or received at differet times. The timig of the cashflows may be kow or ucertai. The amout of the idividual cashflows may also be kow or ukow i advace. From a theoretical viewpoit oe may also cosider a cotiuously payable cashflow. For example, a compay operatig a privately owed bridge, road or tuel will receive toll paymets. The compay will pay out moey for maiteace, debt repaymet ad for other maagemet expeses. From the compay s viewpoit the toll paymets are positive cashflows (i.e. moey received) while the maiteace, debt repaymets ad other expeses are egative cashflows (i.e. moey paid out). Similar cashflows arise i all busiesses. I some busiesses, such as isurace compaies, ivestmet icome will be received i relatio to positive cashflows (premiums) received before the egative cashflows (claims ad expeses). Where there is ucertaity about the amout or timig of cashflows, a actuary ca assig probabilities to both the amout ad the existece of a cashflow. I this Subject we will assume that the existece of the future cashflows is certai. 2 Examples of cashflow scearios I this sectio some simple examples are give of practical situatios which are readily described by cashflow models. 2.1 A zero-coupo bod The term zero-coupo bod is used to describe a security that is simply a cotract to provide a specified lump sum at some specified future date. For the ivestor there is a egative cashflow at the poit of ivestmet ad a sigle kow positive cashflow o the specified future date. Istitute ad Faculty of Actuaries Uit 1, Page 1

12 Subject CT1 Geeralised cashflow model A fixed iterest security A body such as a idustrial compay, a local authority, or the govermet of a coutry may raise moey by floatig a loa o the stock exchage. I may istaces such a loa takes the form of a fixed iterest security, which is issued i bods of a stated omial amout. The characteristic feature of such a security i its simplest form is that the holder of a bod will receive a lump sum of specified amout at some specified future time together with a series of regular level iterest paymets util the repaymet (or redemptio) of the lump sum. The ivestor has a iitial egative cashflow, a sigle kow positive cashflow o the specified future date, ad a series of smaller kow positive cashflows o a regular set of specified future dates. 2.3 A idex-liked security With a covetioal fixed iterest security the iterest paymets are all of the same amout. If iflatioary pressures i the ecoomy are ot kept uder cotrol, the purchasig power of a give sum of moey dimiishes with the passage of time, sigificatly so whe the rate of iflatio is high. For this reaso some ivestors are attracted by a security for which the actual cash amout of iterest paymets ad of the fial capital repaymet are liked to a idex which reflects the effects of iflatio. Here the iitial egative cashflow is followed by a series of ukow positive cashflows ad a sigle larger ukow positive cashflow, all o specified dates. However, it is kow that the amouts of the future cashflows relate to the iflatio idex. Hece these cashflows are said to be kow i real terms. Note that i practice the operatio of a idex-liked security will be such that the cashflows do ot relate to the iflatio idex at the time of paymet, due to delays i calculatig the idex. It is also possible that the eed of the borrower (or perhaps the ivestors) to kow the amouts of the paymets i advace may lead to the use of a idex from a earlier period. 2.4 Cash o deposit If cash is placed o deposit, the ivestor ca choose whe to disivest ad will receive iterest additios durig the period of ivestmet. The iterest additios will be subject to regular chage as determied by the ivestmet provider. These additios may oly be kow o a day-to-day basis. The amouts ad timig of cashflows will therefore be ukow. 2.5 A equity Equity shares (also kow as shares or equities i the UK ad as commo stock i the USA) are securities that are held by the owers of a orgaisatio. Equity shareholders ow the compay that issued the shares. For example if a compay issues 4,000 shares ad a ivestor buys 1,000, the ivestor ows 25 per cet of the compay. I a small Uit 1, Page 2 Istitute ad Faculty of Actuaries

13 2016 Geeralised cashflow model Subject CT1 compay all the equity shares may be held by a few idividuals or istitutios. I a large orgaisatio there may be may thousads of shareholders. Equity shares do ot ear a fixed rate of iterest as fixed iterest securities do. Istead the shareholders are etitled to a share i the compay s profits, i proportio to the umber of shares owed. The distributio of profits to shareholders takes the form of regular paymets of divideds. Sice they are related to the compay profits that are ot kow i advace, divided rates are variable. It is expected that compay profits will icrease over time. It is therefore expected also that divideds per share will icrease though there are likely to be fluctuatios. This meas that i order to costruct a cashflow schedule for a equity it is ecessary first to make a assumptio about the growth of future divideds. It also meas that the etries i the cashflow schedule are ucertai they are estimates rather tha kow quatities. I practice the relatioship betwee divideds ad profits is ot a simple oe. Compaies will, from time to time, eed to hold back some profits to provide fuds for ew projects or expasio. Compaies may also hold back profits i good years to subsidise divideds i years with poorer profits. Additioally, compaies may be able to distribute profits i a maer other tha divideds, such as by buyig back the shares issued to some ivestors. Sice equities do ot have a fixed redemptio date, but ca be held i perpetuity, we may assume that divideds cotiue idefiitely (uless the ivestor sells the shares or the compay buys them back), but it is importat to bear i mid the risk that the compay will fail, i which case the divided icome will cease ad the shareholders would oly be etitled to ay assets which remai after creditors are paid. The future positive cashflows for the ivestor are therefore ucertai i amout ad may eve be lower, i total, tha the iitial egative cashflow. 2.6 A auity certai A auity certai provides a series of regular paymets i retur for a sigle premium (i.e. a lump sum) paid at the outset. The precise coditios uder which the auity paymets will be made will be clearly specified. I particular, the umber of years for which the auity is payable, ad the frequecy of paymet, will be specified. Also, the paymet amouts may be level or might be specified to vary for example i lie with a iflatio idex, or at a costat rate. The cashflows for the ivestor will be a iitial egative cashflow followed by a series of smaller regular positive cashflows throughout the specified term of paymet. I the case of level auity paymets, the cashflows are similar to those for a fixed iterest security. From the perspective of the auity provider, there is a iitial positive cashflow followed by a kow umber of regular egative cashflows. I Subject CT5, Cotigecies, the theory of this Subject will be exteded to deal with auities where the paymet term is ucertai, that is, for which paymets are made oly so log as the auity policyholder survives. Istitute ad Faculty of Actuaries Uit 1, Page 3

14 Subject CT1 Geeralised cashflow model A iterest-oly loa A iterest-oly loa is a loa that is repayable by a series of iterest paymets followed by a retur of the iitial loa amout. I the simplest of cases, the cashflows are the reverse of those for a fixed iterest security. The provider of the loa effectively buys a fixed iterest security from the borrower. I practice, however, the iterest rate eed ot be fixed i advace. The regular cashflows may therefore be of ukow amouts. It may also be possible for the loa to be repaid early. The umber of cashflows ad the timig of the fial cashflows may therefore be ucertai. 2.8 A repaymet loa (or mortgage) A repaymet loa is a loa that is repayable by a series of paymets that iclude partial repaymet of the loa capital i additio to the iterest paymets. I its simplest form, the iterest rate will be fixed ad the paymets will be of fixed equal amouts, paid at regular kow times. The cashflows are similar to those for a auity certai. As for the iterest-oly loa, complicatios may be added by allowig the iterest rate to vary or the loa to be repaid early. Additioally, it is possible that the regular repaymets could be specified to icrease (or decrease) with time. Such chages could be smooth or discrete. It is importat to appreciate that with a repaymet loa the breakdow of each paymet ito iterest ad capital chages sigificatly over the period of the loa. The first repaymet will cosist almost etirely of iterest ad will provide oly a very small capital repaymet. I cotrast, the fial repaymet will cosist almost etirely of capital ad will have a small iterest cotet. E N D Uit 1, Page 4 Istitute ad Faculty of Actuaries

15 2016 The time value of moey Subject CT1 UNIT 2 THE TIME VALUE OF MONEY Syllabus objectives (ii) Describe how to take ito accout the time value of moey usig the cocepts of compoud iterest ad discoutig. 1. Accumulate a sigle ivestmet at a costat rate of iterest uder the operatio of: simple iterest compoud iterest 2. Defie the preset value of a future paymet. 3. Discout a sigle ivestmet uder the operatio of simple (commercial) discout at a costat rate of discout. 4. Describe how a compoud iterest model ca be used to represet the effect of ivestig a sum of moey over a period. (iii) Show how iterest rates or discout rates may be expressed i terms of differet time periods. 1. Derive the relatioship betwee the rates of iterest ad discout over oe effective period arithmetically ad by geeral reasoig. 1 The idea of iterest Iterest may be regarded as a reward paid by oe perso or orgaisatio (the borrower) for the use of a asset, referred to as capital, belogig to aother perso or orgaisatio (the leder). Whe the capital ad iterest are expressed i moetary terms, capital is also referred to as pricipal. The total received by the leder after a period of time is called the accumulated value. The differece betwee the pricipal ad the accumulated value is called the iterest. Note that we are assumig here that o other paymets are made or icurred (e.g. charges, expeses). If there is some risk of default (i.e. loss of capital or o-paymet of iterest) a leder would expect to be paid a higher rate of iterest tha would otherwise be the case. Aother factor that may ifluece the rate of iterest o ay trasactio is a allowace for the possible depreciatio or appreciatio i the value of the currecy i which the trasactio is carried out. This factor is very importat i times of high iflatio. We will ow cosider two types of iterest withi the framework of a savigs accout. Istitute ad Faculty of Actuaries Uit 2, Page 1

16 Subject CT1 The time value of moey Simple iterest The essetial feature of simple iterest is that iterest, oce credited to a accout, does ot itself ear further iterest. Suppose a amout C is deposited i a accout that pays simple iterest at the rate of i 100% per aum. The after years the deposit will have accumulated to: Whe is ot a iteger, iterest is paid o a pro-rata basis. 1.2 Compoud (effective) iterest C(1 + i) (1.1) The essetial feature of compoud iterest is that iterest itself ears iterest. Suppose a amout C is deposited i a accout that pays compoud iterest at the rate of i 100% per aum. The after years the deposit will have accumulated to: 1.3 Accumulatio factors C(1 i) (1.2) For t 1 t 2 we defie A(t 1, t 2 ) to be the accumulatio at time t 2 of a ivestmet of 1 at time t 1. The umber A(t 1, t 2 ) is ofte called a accumulatio factor, sice the accumulatio at time t 2 of a ivestmet of C at time t 1 is, by proportio: CA(t 1, t 2 ) (1.3) A ( ) is ofte used as a abbreviatio for the accumulatio factor A(0, ). 1.4 The priciple of cosistecy Now let t 0 t 1 t 2 ad cosider a ivestmet of 1 at time t 0. The proceeds at time t 2 will be A(t 0, t 2 ) if oe ivests at time t 0 for term t 2 t 0, or A(t 0, t 1 ) A(t 1, t 2 ) if oe ivests at time t 0 for term t 1 t 0 ad the, at time t 1, reivests the proceeds for term t 2 t 1. I a cosistet market these proceeds should ot deped o the course of actio take by the ivestor. Accordigly, we say that uder the priciple of cosistecy: A(t 0, t ) = A(t 0, t 1 ) A(t 1, t 2 )... A(t 1, t ) (1.4) Uit 2, Page 2 Istitute ad Faculty of Actuaries

17 2016 The time value of moey Subject CT1 2 Preset values It follows by formula 1.2 that a ivestmet of C (1 i) (2.1) at time 0 (the preset time) will give C at time 0. This is called the discouted preset value (or, more briefly, the preset value) of C due at time 0. We ow defie the fuctio 1 v 1 i (2.2) It follows by formulae 2.1 ad 2.2 that the discouted preset value of C due at time 0 is: Cv (2.3) 3 Discout rates A alterative way of obtaiig the discouted value of a paymet is to use discout rates. 3.1 Simple discout As has bee see with simple iterest, the iterest eared is ot itself subject to further iterest. The same is true of simple discout, which is defied below. Suppose a amout C is due after years ad a rate of simple discout of d per aum applies. The the sum of moey required to be ivested ow to amout to C after years (i.e. the preset value of C) is C(1 d) (3.1) I ormal commercial practice, d is usually ecoutered oly for periods of less tha a year. If a leder bases his short-term trasactios o a simple rate of discout d the, i retur for a repaymet of X after a period t (t < 1) he will led X(1 td) at the start of the period. I this situatio, d is also kow as a rate of commercial discout. Istitute ad Faculty of Actuaries Uit 2, Page 3

18 Subject CT1 The time value of moey Compoud (effective) discout As has bee see with compoud iterest, the iterest eared is subject to further iterest. The same is true of compoud discout, which is defied below. Suppose a amout C is due after years ad a rate of compoud (or effective) discout of d per aum applies. The the sum of moey required to be ivested ow to accumulate to C after years (i.e. the preset value of C) is 3.3 Discout factors C(1 d) (3.2) I the same way that the accumulatio factor A ( ) gives the accumulatio at time of a ivestmet of 1 at time 0, we defie v ( ) to be the preset value of a paymet of 1 due at time. Hece: 1 v ( ) A ( ) (3.3) 4 Effective rates of iterest ad discout Effective rates are compoud rates that have iterest paid oce per uit time either at the ed of the period (effective iterest) or at the begiig of the period (effective discout). This distiguishes them from omial rates where iterest is paid more frequetly tha oce per uit time. We ca demostrate the equivalece of compoud ad effective rates by a alterative way of cosiderig effective rates. 4.1 Effective rate of iterest A ivestor will led a amout 1 at time 0 i retur for a repaymet of (1 i) at time 1. Hece we ca cosider i to be the iterest paid at the ed of the year. Accordigly i is called the rate of iterest (or the effective rate of iterest) per uit time. So deotig the effective rate of iterest durig the th period by i, we have i A ( ) A ( 1) A ( 1) Uit 2, Page 4 Istitute ad Faculty of Actuaries

19 2016 The time value of moey Subject CT1 If i is the compoud rate of iterest, we have: 1 (1 i) (1 i) i (1 i) 1 i 1 (1 i) Sice this is idepedet of, we see that the effective rate of iterest is idetical to the compoud rate of iterest we met earlier 4.2 Effective rate of discout We ca thik of compoud discout as a ivestor ledig a amout (1 d ) at time 0 i retur for a repaymet of 1 at time 1. The sum of (1 d) may be cosidered as a loa of 1 (to be repaid after 1 uit of time) o which iterest of amout d is payable i advace. Accordigly d is called the rate of discout (or the effective rate of discout) per uit time. We ca also show that the effective rate of discout is idetical to the compoud rate of discout we met earlier. 5 Equivalet rates Two rates of iterest ad/or discout are equivalet if a give amout of pricipal ivested for the same legth of time produces the same accumulated value uder each of the rates. Comparig formulae (2.3) ad (3.2), we see that: Ad from (2.2) ad (5.1) we obtai the rearragemets: v1 d (5.1) d iv (5.2) ad: i d (5.3) 1 i Recall that d is the iterest paid at time 0 o a loa of 1, whereas i is the iterest paid at time 1 o the same loa. If the rates are equivalet the if we discout i from time 1 to time 0 we will obtai d. This is the iterpretatio of equatios (5.2) ad (5.3). E N D Istitute ad Faculty of Actuaries Uit 2, Page 5

20

21 2016 Iterest rates Subject CT1 UNIT 3 INTEREST RATES Syllabus objective (iii) Show how iterest rates or discout rates may be expressed i terms of differet time periods. 2. Derive the relatioships betwee the rate of iterest payable oce per effective period ad the rate of iterest payable p times per time period ad the force of iterest. 3. Explai the differece betwee omial ad effective rates of iterest ad derive effective rates from omial rates. 4. Calculate the equivalet aual rate of iterest implied by the accumulatio of a sum of moey over a specified period where the force of iterest is a fuctio of time. 1 Nomial rates of iterest ad discout Recall from Uit 2 that effective rates of iterest ad discout have iterest paid oce per measuremet period, either at the ed of the period or at the begiig of the period. Nomial is used where iterest is paid more (or less) frequetly tha oce per measuremet period. 1.1 Nomial rates of iterest We deote the omial rate of iterest payable p times per period by i referred to as the rate of iterest covertible pthly or compouded pthly.. This is also A omial rate of iterest per period, payable pthly, i, is defied to be a rate of iterest of i p applied for each pth of a period. For example, a omial rate of iterest of 6% p.a. covertible quarterly meas a iterest rate of % per quarter. Hece, by defiitio, i is equivalet to a pthly effective rate of iterest of i p. Therefore the effective iterest rate i is obtaied from: i 1i 1 p p (3.1) Istitute ad Faculty of Actuaries Uit 3, Page 1

22 Subject CT1 Iterest rates 2016 Note that i (1) i. The treatmet of problems ivolvig omial rates of iterest (or discout) is almost always cosiderably simplified by a appropriate choice of the time uit. By choosig the basic time uit to be the period correspodig to the frequecy with which the omial rate of iterest is covertible, we ca use i pas the effective rate of iterest per uit time. For example, if we have a omial rate of iterest of 18% per aum covertible mothly, we should take oe moth as the uit of time ad 1½% as the rate of iterest per uit time. 1.2 Nomial rates of discout We deote the omial rate of discout payable p times per period by d. This is also referred to as the rate of discout covertible pthly or compouded pthly. A omial rate of discout per period payable pthly, of d p applied for each pth of a period. Hece, by defiitio, d, is defied as a rate of discout d is equivalet to a pthly effective rate of discout of Therefore the effective discout rate d is obtaied from: d p. d 1d 1 p p (3.2) Note that (1) d d. 2 The force of iterest 2.1 Derivatio from omial iterest covertible pthly We assume that for each value of i there is umber,, such that: lim i p ( p ) is the omial rate of iterest per uit time covertible cotiuously (or mometly). This is also referred to as the rate cotiuously compouded. We call it the force of iterest. Uit 3, Page 2 Istitute ad Faculty of Actuaries

23 2016 Iterest rates Subject CT1 Euler s rule states that: x lim 1 e Applyig this to the right-had-side of (3.1) gives: x i lim 1 p p p e ( ) i Hece: 1i e (3.3) Sice 1 i v(1 ), we have: v e (3.4) From equatio (3.4) we have: t t t v ( e ) e Hece, the discout factor for a force of iterest is: v ( ) e 2.1 Derivatio from omial discout covertible pthly It ca also be show that: lim d p ( p ) However, d teds to this limit from below whereas i teds to this limit from above. Hece, we have: (2) (3) (3) (2) d d d i i i Istitute ad Faculty of Actuaries Uit 3, Page 3

24 Subject CT1 Iterest rates Relatioships betwee effective, omial ad force of iterest 3.1 A alterative way of cosiderig omial iterest covertible pthly Recall that effective iterest i ca be thought of as iterest paid at the ed of the period. Hece, a ivestor ledig a amout 1 at time 0 receives a repaymet of (1 i) at time 1. Similarly, omial iterest covertible pthly ca be thought of as the total iterest per uit of time paid o a loa of amout 1 at time 0, where iterest is paid i p equal istalmets at the ed of each pth subiterval (i.e. at times 1 p,2 p,3 p,,1). Sice i is the total iterest paid ad each iterest paymet is of amout i ( ) accumulated value at time 1 of the iterest paymets is: p p the the ( p1) p ( p2) p i i i (1 i) (1 i) i p p p Hece: 1 p i p(1 i) A alterative way of cosiderig omial discout covertible pthly Recall that effective discout d ca be thought of as iterest paid at the start of the period. Hece, a ivestor ledig a amout 1 at time 0 receives a repaymet of 1 at time 1, but d is paid at the start so a sum of (1 d) is let at time 0. Similarly, d is the total amout of iterest per uit of time payable i equal istalmets at the start of each pth subiterval (ie at times 0,1 p, 2 p,,( p 1) p). As a cosequece the preset value at time 0 of the iterest paymets is: 1 p ( p1) p d d d (1 d) (1 d) d p p p Hece: d p1 (1 d) 1 p Uit 3, Page 4 Istitute ad Faculty of Actuaries

25 2016 Iterest rates Subject CT1 3.3 A alterative way of cosiderig force of iterest Now is the total amout of iterest payable as a cotiuous paymet stream, ie a amout dt is paid over a ifiitesimally small period dt at time t. As a cosequece the accumulated value at time 1 of these iterest paymets is: 1 (1 i) 0 1t dt which, by symmetry, is equal to: Hece: 1 (1 i) t dt i 0 l(1 i) or e 1 i It is essetial to appreciate that, at force of iterest per uit time, the five series of paymets illustrated i Figure below all have the same value. 0 1 p 2 p 3 p... p 1 p 1 time (1) d (2) d p d p d p d p... d p (3) i p i p i p... i p i p equivalet paymets (4) i (5) Figure Equivalet paymets Istitute ad Faculty of Actuaries Uit 3, Page 5

26 Subject CT1 Iterest rates Force of iterest as a fuctio of time 4.1 Formal defiitio The force of iterest is the istataeous chage i the fud value, expressed as a aualized percetage of the curret fud value. So the force of iterest at time t is defied to be: Vt () t V t where V t is the value of the fud at time t ad Vt is the derivative of V t with respect to t. Hece: d () t lv t dt Itegratig this from t 1 to t 2 gives: V t2 t2 t2 ( tdt ) lvt lvt lv l t1 2 t1 t V 1 t1 V V t2 () t dt t2 t1 t1 e Hece: 1 2 t2 t At (, t ) e 1 () t dt Uit 3, Page 6 Istitute ad Faculty of Actuaries

27 2016 Iterest rates Subject CT1 4.2 Relatioship to costat force of iterest For the case whe the force of iterest is costat,, betwee time 0 ad time, we have: 0 A(0, ) e e dt Hece: Therefore: as before. (1 i) e (1 i) 4.3 Applicatios of force of iterest e Although the force of iterest is a theoretical measure it is the most fudametal measure of iterest (as all other iterest rates ca be derived from it). However, sice the majority of trasactios ivolve discrete processes we ted to use other iterest rates i practice. It still remais a useful coceptual ad aalytical tool ad ca be used as a approximatio to iterest paid very frequetly, e.g. daily. E N D Istitute ad Faculty of Actuaries Uit 3, Page 7

28

29 2016 Real ad moey iterest rates Subject CT1 UNIT 4 REAL AND MONEY INTEREST RATES Syllabus objective (iv) Demostrate a kowledge ad uderstadig of real ad moey iterest rates. 1 Defiitio of real ad moey iterest rates Accumulatig a ivestmet of 1 for a period of time t from time 0 produces a ew total accumulated value A(0, t), say. Typically the ivestmet of 1 will be a sum of moey, say 1 or $1 or 1 Euro. I this case, if we are give the iformatio o the iitial ivestmet of 1 i the specified currecy, the period of the ivestmet, ad the cash amout of moey accumulated, the the uderlyig iterest rate is termed a moey rate of iterest. More geerally, give ay series of moetary paymets accumulated over a period, a moey rate of iterest is that rate which will have bee eared so as to produce the total amout of cash i had at the ed of the period of accumulatio. I practice, most such accumulatios will take place i ecoomies subject to iflatio, where a give sum of moey i the future will have less purchasig power tha at the preset day. It is ofte useful, therefore, to recosider what the accumulated value is worth allowig for the erodig effects of iflatio. Returig to the iitial example above, suppose the accumulatio took place i a ecoomy subject to iflatio so that the cash A(0, t) is effectively worth oly A*(0, t) after allowig for iflatio, where A*(0, t) < A(0, t). I this case, the rate of iterest at which the origial sum of 1 would have to be accumulated to produce the sum A* is lower tha the moey rate of iterest. The sum A*(0, t) is referred to as the real amout accumulated, ad the uderlyig iterest rate, reduced for the effects of iflatio, is termed a real rate of iterest. More geerally, give ay series of moetary paymets accumulated over a period, a real rate of iterest is that rate which will have bee eared so as to produce the total amout of cash i had at the ed of the period of accumulatio reduced for the effects of iflatio. Uit 11 of this Subject will describe ways of calculatig real rates of iterest give the moey rates of iterest (ad vice versa). Istitute ad Faculty of Actuaries Uit 4, Page 1

30 Subject CT1 Real ad moey iterest rates Deflatioary coditios The above descriptios assume that the iflatio rate is positive. Where the iflatio rate is egative, termed deflatio the above theory still applies ad A*(0, t) > A(0, t), givig rise to the coclusio that the real rate of iterest i such circumstaces would be higher tha the moey rate of iterest. As might be expected, where there is o iflatio A*(0, t) = A(0, t) ad the real ad moey rates of iterest are the same. 3 Usefuless of real ad moey iterest rates We assume here that we have a positive iflatio rate. Which of the two rates of iterest, real or moey, is the more useful will deped o two mai factors: the purpose to which the rate will be put whether the uderlyig data has or has ot already bee adjusted for iflatio. The purpose to which the rate will be put Geerally, where the actuary is performig calculatios to determie how much should be ivested to provide for future outgo, the first step will be to determie whether the future outgo is real or moetary i ature. The type of iterest rate to be assumed would the be, respectively, a real or a moetary rate. For example, first suppose that a actuary was asked to calculate the sum to be ivested by a perso aged 40 to provide a roud-the-world cruise, whe the perso reaches 60, ad where the perso says the cruise costs 25,000. Uless the perso has, for some reaso, already made a allowace for iflatio i suggestig a figure of 25,000 the that amout is probably today s cost of the cruise. I this case, the actuary would be wise to assume (checkig his uderstadig with the perso) a iflatio rate ad this could be achieved by assumig a real rate of iterest. As a alterative example, suppose that a perso has a mortgage of 50,000 to be paid off i twety years time. Here, the party which grated the mortgage would cotractually be etitled to oly 50,000 i twety years time. Accordigly, i workig out how much should be ivested to repay the outgo i this case, a moey rate of iterest would be assumed. Whether the uderlyig data has or has ot already bee adjusted for iflatio I the first example above, we see that the data may already have bee adjusted for iflatio ad i that case it would ot be appropriate to allow for iflatio agai. A moey rate would the be assumed. Uit 4, Page 2 Istitute ad Faculty of Actuaries

31 2016 Real ad moey iterest rates Subject CT1 More geerally i actuarial work, the ature of the data provided must be uderstood before choosig the type ad amout of assumptios to be made. E N D Istitute ad Faculty of Actuaries Uit 4, Page 3

32

33 2016 Discoutig ad accumulatig Subject CT1 UNIT 5 DISCOUNTING AND ACCUMULATING Syllabus objective (v) Calculate the preset value ad the accumulated value of a stream of equal or uequal paymets usig specified rates of iterest ad the et preset value at a real rate of iterest, assumig a costat rate of iflatio. 1. Discout ad accumulate a sum of moey or a series (possibly ifiite) of cashflows to ay poit i time where: the rate of iterest or discout is costat the rate of iterest or discout varies with time but is ot a cotiuous fuctio of time either or both the rate of cashflow ad the force of iterest are cotiuous fuctios of time 2. Calculate the preset value ad accumulated value of a series of equal or uequal paymets made at regular itervals uder the operatio of specified rates of iterest where the first paymet is: deferred for a period of time ot deferred Real rates of iterest are dealt with i Uit Preset values of cashflows I may compoud iterest problems oe must fid the discouted preset value of cashflows due i the future. It is importat to distiguish betwee (a) discrete ad (b) cotiuous paymets. 1.1 Discrete cashflows The preset value of the sums < t ) is, c, c,..., c due at times t 1, t 2,..., t (where 0 t 1 < t 2 <... t1 t2 t ct 1 v(t 1 ) + c v(t 2 ) c v( t ) = t 2 t c v(t j ) (1.1.1) t j1 j Istitute ad Faculty of Actuaries Uit 5, Page 1

34 Subject CT1 Discoutig ad accumulatig 2016 If the umber of paymets is ifiite, the preset value is defied to be ct j1 v(t j ) (1.1.2) provided that this series coverges. It usually will i practical problems. 1.2 Cotiuously payable cashflows (paymet streams) Suppose that T > 0 ad that betwee times 0 ad T a ivestor will be paid moey cotiuously, the rate of paymet at time t beig (t) per uit time. What is the preset value of this cashflow? I order to aswer this questio it is essetial to uderstad what is meat by the rate of paymet of the cashflow at time t. If M(t) deotes the total paymet made betwee time 0 ad time t, the by defiitio, j (t) = M (t) for all t (1.2.1) The, if 0 < T, the total paymet received betwee time ad time is M() M() = M () tdt = (t)dt (1.2.2) Thus the rate of paymet at ay time is simply the derivative of the total amout paid up to that time, ad the total amout paid betwee ay two times is the itegral of the rate of paymets over the appropriate time iterval. Betwee times t ad t + dt the total paymet received is M(t + dt) M(t). If dt is very small this is approximately M(t)dt or (t)dt. Theoretically, therefore, we may cosider the preset value of the moey received betwee times t ad t + dt as v(t)(t)dt. The preset value of the etire cashflow is obtaied by itegratio as If T is ifiite we obtai, by a similar argumet, the preset value T 0 v(t)(t)dt (1.2.3) 0 v(t)(t)dt (1.2.4) By combiig the results for discrete ad cotiuous cashflows, we obtai the formula c t v(t) + 0 v(t)(t)dt (1.2.5) Uit 5, Page 2 Istitute ad Faculty of Actuaries

35 2016 Discoutig ad accumulatig Subject CT1 for the preset value of a geeral cashflow (the summatio beig over those values of t for which c t, the discrete cashflow at time t, is o-zero). So far we have assumed that all paymets, whether discrete or cotiuous, are positive. If oe has a series of icome paymets (which may be regarded as positive) ad a series of outgoigs (which may be regarded as egative) their et preset value is defied as the differece betwee the value of the positive cashflow ad the value of the egative cashflow. 2 Valuig cashflows Cosider times t 1 ad t 2, where t 2 is ot ecessarily greater tha t 1. The value at time t 1 of the sum C due at time t 2 is defied as: (a) If t 1 t 2, the accumulatio of C from time t 2 util time t 1 ; or (b) If t 1 < t 2, the discouted value at time t 1 of C due at time t 2. I both cases the value at time t 1 of C due at time t 2 is 2 C exp t t1 () tdt (2.1.1) 2 1 (Note the covetio that, if t 1 > t 2, () tdt= (t)dt.) Sice t t 1 t t 2 t 2 (t)dt = 2 t1 0 t (t)dt 1 0 t (t)dt it follows immediately from equatio that the value at time t 1 of C due at time t 2 is vt ( 2) C (2.1.2) vt ( ) The value at a geeral time t 1 of a discrete cashflow of c t at time t (for various values of t) ad a cotiuous paymet stream at rate (t) per time uit may ow be foud, by the methods give i sectio 1, as 1 vt () vt () c t () t dt (2.1.3) vt ( 1) vt ( 1) Istitute ad Faculty of Actuaries Uit 5, Page 3

36 Subject CT1 Discoutig ad accumulatig 2016 where the summatio is over those values of t for which c t 0. We ote that i the special case whe t 1 = 0 (the preset time), the value of the cashflow is c t vt () (t)v(t)dt (2.1.4) where the summatio is over those values of t for which c t 0. This is a geeralisatio of formula to cover the past as well as preset or future paymets. If there are icomig ad outgoig paymets, the correspodig et value may be defied, as i sectio 1, as the differece betwee the value of the positive ad the egative cashflows. If all the paymets are due at or after time t 1, their value at time t 1 may also be called their discouted value, ad if they are due at or before time t 1, their value may be referred to as their accumulatio. It follows that ay value may be expressed as the sum of a discouted value ad a accumulatio. This fact is helpful i certai problems. Also, if t 1 = 0 ad all the paymets are due at or after the preset time, their value may also be described as their (discouted) preset value, as defied by formula It follows from formula that the value at ay time t 1 of a cashflow may be obtaied from its value at aother time t 2 by applyig the factor v(t 2 )/v(t 1 ), i.e. Value at time t Value at time t vt ( ) = of cashflow of cashflow vt ( 1) (2.1.5) or Value at time t Value at time t of cashflow of cashflow vt ( ) = vt ( ) (2.1.6) Each side of equatio is the value of the cashflow at the preset time (time 0). I particular, by choosig time t 2 as the preset time ad lettig t 1 = t, we obtai the result: Value at time t Value at the preset 1 = of cashflow time of cashflow vt () (2.1.7) These results are useful i may practical examples. The time 0 ad the uit of time may be chose so as to simplify the calculatios. 3 Iterest icome Cosider ow a ivestor who wishes ot to accumulate moey but to receive a icome while keepig his capital fixed at C. If the rate of iterest is fixed at i per time uit, ad if the ivestor wishes to receive icome at the ed of each time uit, it is clear that the Uit 5, Page 4 Istitute ad Faculty of Actuaries

37 2016 Discoutig ad accumulatig Subject CT1 icome will be ic per time uit, payable i arrear, util such time as the capital is withdraw. However, if iterest is paid cotiuously with force of iterest () t at time t the the icome received betwee times t ad t dt will be C () t dt. So the total iterest icome from time 0 to time T will be: T I( T) C ( t) dt 0 If the ivestor withdraws the capital at time T, the preset values of the icome ad capital at time 0 are, ad respectively. Sice C 0 T (t)v(t)dt (3.1.2) Cv(T) (3.1.3) T 0 (t)v(t)dt (t) exp t 0 () s ds dt = 0 T = t exp 0 ( s) ds = 1 v(t) T 0 we obtai C = C 0 T (t)v(t)dt + Cv(T) (3.1.4) as oe would expect by geeral reasoig. So far we have described the differece betwee moey retured at the ed of the term ad the cash origially ivested as iterest. I practice, however, this quatity may be divided ito iterest icome ad capital gais, the term capital loss beig used for a egative capital gai. E N D Istitute ad Faculty of Actuaries Uit 5, Page 5

38

39 2016 Compoud iterest fuctios Subject CT1 UNIT 6 COMPOUND INTEREST FUNCTIONS Syllabus objective (vi) Defie ad use the more importat compoud iterest fuctios icludig auities certai. 1. Derive formulae i terms of i, v,, d,, i (p) ad d (p) for,,,,,,,, ad a s a s a s a s a s. 2. Derive formulae i terms of i, v, d,, i (p) ad d (p) ) for a, a, a, a m m m m ad. m a 3. Derive formulae i terms of i, v,,, a ad a for ( Ia ), ( Ia ), ( Ia ), ( Ia ) ad the respective deferred auities. 1 Auities certai: preset values ad accumulatios 1.1 Aual paymets Cosider a series of paymets, each of amout 1, to be made at time itervals of oe uit, the first paymet beig made at time t paymet t t + 1 t + 2 t t + 1 t + time Such a sequece of paymets is illustrated i the diagram above, i which the rth paymet is made at time t + r. Istitute ad Faculty of Actuaries Uit 6, Page 1

40 Subject CT1 Compoud iterest fuctios 2016 The value of this series of paymets oe uit of time before the first paymet is made is deoted by a. Clearly, if i = 0, the a = ; otherwise a = v + v 2 + v v = = v(1 v ) 1 v 1 v 1 v 1 = 1 v i (1.1.1) If = 0, a is defied to be zero. Thus a is the value at the start of ay period of legth of a series of paymets, each of amout 1, to be made i arrear at uit time itervals over the period. It is commo to refer to such a series of paymets, made i arrear, as a immediate auity certai ad to call a the preset value of the immediate auity certai. Whe there is o possibility of cofusio with a life auity (i.e. a series of paymets depedet o the survival of oe or more huma lives), the term auity may be used as a alterative to auity certai. The value of this series of paymets at the time the first paymet is made is deoted by a. If i = 0, the a = ; otherwise a = 1 + v + v v 1 = 1 v 1 v = 1 v d (1.1.2) Thus a is the value at the start of ay give period of legth of a series of paymets, each of amout 1, to be made i advace at uit time itervals over the period. It is commo to refer to such a series of paymets, made i advace, as a auity due ad to call a the preset value of the auity due. Uit 6, Page 2 Istitute ad Faculty of Actuaries

41 2016 Compoud iterest fuctios Subject CT1 It follows directly from the above defiitios that a = (1 ia ) ad that, for 2, (1.1.3) a = 1 a 1 The value of the series of paymets at the time the last paymet is made is deoted by s. The value oe uit of time after the last paymet is made is deoted by s. If i = 0 the s = s = ; otherwise s = (1 + i) 1 + (1 + i) 2 + (1 + i) = (1 + i) a = (1 i ) 1 i (1.1.4) ad s = (1 + i) + (1 + i) 1 + (1 + i) (1 + i) = (1 + i) a = (1 i ) 1 d (1.1.5) Thus s ad s are the values at the ed of ay period of legth of a series of paymets, each of amout 1, made at uit time itervals over the period, where the paymets are made i arrear ad i advace respectively. Sometimes s ad s are called the accumulatio (or the accumulated amout) of a immediate auity ad a auity due respectively. Whe = 0, s ad s are defied to be zero. It is a immediate cosequece of the above defiitio that s = (1 is ) ad that s 1 = 1 s or s = 1 1 s (1.1.6) Istitute ad Faculty of Actuaries Uit 6, Page 3

42 Subject CT1 Compoud iterest fuctios Cotiuously payable auities Let be a o-egative umber. The value at time 0 of a auity payable cotiuously betwee time 0 ad time, where the rate of paymet per uit time is costat ad equal to 1, is deoted by a. Clearly a = 0 e t dt = 1 e = 1 v (if 0) (1.2.1) Note that a is defied eve for o-itegral values of. If = 0 (or, equivaletly, i = 0), a is of course equal to. Sice equatio may be writte as a = it follows immediately that, if is a iteger, i 1 v i a = i a (if 0) (1.2.2) The accumulated amout of such a auity at the time the paymets cease is deoted by s. By defiitio, therefore, Hece s = 0 e (t) dt. s = (1 + i). a Uit 6, Page 4 Istitute ad Faculty of Actuaries

43 2016 Compoud iterest fuctios Subject CT1 If the rate of iterest is o-zero, 1.3 Auities payable pthly s = (1 i ) 1 i =. s If p ad are positive itegers, the otatio a is used to deote the value at time 0 of a level auity payable pthly i arrear at the rate of 1 per uit time over the time iterval [0, ]. For this auity the paymets are made at times 1/p, 2/p, 3/p,..., ad the amout of each paymet is 1/p. By defiitio, a series of p paymets, each of amout i (p) /p i arrear at pthly subitervals over ay uit time iterval, has the same value as a sigle paymet of amout i at the ed of the iterval. By proportio, p paymets, each of amout 1/p i arrear at pthly subitervals over ay uit time iterval, have the same value as a sigle paymet of amout i/i (p) at the ed of the iterval. Cosider ow that auity for which the preset value is a. The remarks i the precedig paragraph show that the p paymets after time r 1 ad ot later tha time r have the same value as a sigle paymet of amout i/i (p) at time r. This is true for r = 1, 2,...,, so the auity has the same value as a series of paymets, each of amout i/i (p), at times 1, 2,...,. This meas that a = i a i (1.3.1) A alterative approach, from first priciples, is to write a = p 1 v p t1 t/ p = = 1/ p 1 v (1 v ) p 1/ p 1 v 1 v 1/ p p[(1 i) 1] Istitute ad Faculty of Actuaries Uit 6, Page 5

44 Subject CT1 Compoud iterest fuctios 2016 = 1 v i (1.3.2) which cofirms equatio Likewise we defie a to be the preset value of a level auity due payable pthly at the rate of 1 per uit time over the time iterval [0, ]. (The auity paymets, each of amout 1/p, are made at times 0, 1/p, 2/p,..., (1/p).) By defiitio, a series of p paymets, each of amout d (p) /p, i advace at pthly subitervals over ay uit time iterval has the same value as a sigle paymet of amout i at ed of the iterval. Hece, by proportio, p paymets, each of amout 1/p i advace at pthly subitervals, have the same value as a sigle paymet of amout i/d (p) at the ed of the iterval. This meas (by a idetical argumet to that above) that a = d i a (1.3.3) Alteratively, from first priciples, we may write a = p 1 v p t1 ( t1)/ p = 1 v d (1.3.4) (o simplificatio), which cofirms equatio Note that a = v 1/p a (1.3.5) ( p ) each expressio beig equal to (1 v ). i Note that, sice lim p i (p) = lim p d (p) = it follows immediately from equatio ad that lim p a = lim p ( p ) a = a Uit 6, Page 6 Istitute ad Faculty of Actuaries

45 2016 Compoud iterest fuctios Subject CT1 Similarly, we defie s ad s to be the accumulated amouts of the correspodig pthly immediate auity ad auity due respectively. Thus ( p ) s = (1 + i) a = (1 + i) i a i (by 1.3.1) = i i s (1.3.6) Also ( p ) s = (1 + i) a = (1 + i) i a d (by 1.3.3) = d i s (1.3.7) The above proportioal argumets may be applied to other varyig series of paymets. Cosider, for example, a auity payable aually i arrear for years, the paymet i the tth year beig x t. The preset value of this auity is obviously a = 1 t x t vt (1.3.8) Cosider ow a secod auity, also payable for years with the paymet i the tth year, agai of amout x t, beig made i p equal istalmets i arrear over that year. If a (p) deotes the preset value of this secod auity, by replacig the p paymets for year t (each of amout x t /p) by a sigle equivalet paymet at the ed of the year of amout x t [i/i (p) ], we immediately obtai where a is give by equatio above. a (p) = i i a Istitute ad Faculty of Actuaries Uit 6, Page 7

46 Subject CT1 Compoud iterest fuctios Auities payable pthly where p < 1 I sectio 1.3 the symbol a was itroduced. Ituitively, with this otatio oe cosiders p to be a iteger greater tha 1 ad assumes that the product.p is also a iteger. (This, of course, will be true whe itself is a iteger, but oe might for example, have p = 4 ad = 5.75 so that.p = 23.) The a deotes the value at time 0 of.p paymets, each of amout 1/p, at times 1/p, 2/p,..., (p)/p. From a theoretical viewpoit it is perhaps worth otig that whe p is the reciprocal of a iteger ad.p is also a iteger (e.g. whe p = 0.25 ad = 28), a still gives the value at time 0 of.p paymets, each of amout 1/p, at times 1/p, 2/p,..., (p)/p. For example, the value at time 0 of a series of seve paymets, each of amout 4, at times (0.25) 4, 8, 12,..., 28 may be deoted by a 28. It follows that this value equals. This last expressio may be writte i the form 28 1 v 4 (0.25).[(1 i) 1] 4 1 v 4. (1 i) 1 i i a = 28 s4 1.5 No-iteger values of Let p be a positive iteger. Util ow the symbol a has bee defied oly whe is a positive iteger. For certai o-itegral values of the symbol a has a ituitively obvious iterpretatio. For example, it is ot clear what meaig, if ay, may be give to (4) a 23.5, but the symbol a 23.5 ought to represet the preset value of a immediate auity of 1 per aum payable quarterly i arrear for 23.5 years (i.e. a total of 94 quarterly (2) paymets, each of amout 0.25). O the other had, a has o obvious meaig. Uit 6, Page 8 Istitute ad Faculty of Actuaries

47 2016 Compoud iterest fuctios Subject CT1 Suppose that is a iteger multiple of 1/p, say = r/p, where r is a iteger. I this case we defie a to be the value at time 0 of a series of r paymets, each of amout 1/p, at times 1/p, 2/p, 3/p,..., r/p =. If i = 0, the clearly a =. If i 0, the a = 1 p (v1/p + v 2/p + v 3/p v r/p ) (1.5.1) = = 1 1/ p 1 v v p 1 v r/ p 1/ p / 1 r p 1 v p 1/ p (1 i) 1 Thus 1 v if i 0 i a = (1.5.2) if i = 0 Note that, by workig i terms of a ew time uit equal to 1/p times the origial time uit ad with the equivalet effective iterest rate of i (p) /p per ew time uit, we see that a at rate i = 1 ap p at rate i (p) /p (1.5.3) This formula is useful whe i (p) /p is a tabulated rate of iterest. Note that the defiitio of a give by equatio is mathematically meaigful for all o-egative values of. For our preset purpose, therefore, it is coveiet to adopt equatio as a defiitio of a for all. If is ot a iteger multiple of 1, there is o uiversally p recogised defiitio of a. For example, if = 1 + f, where 1 is a iteger multiple of 1/p ad 0 < f < 1/p, some writers defie a as a + fv. 1 Istitute ad Faculty of Actuaries Uit 6, Page 9

48 Subject CT1 Compoud iterest fuctios 2016 With this alterative defiitio (2) a = (2) a ¼v which is the preset value of a auity of 1 per aum, payable half-yearly i arrear for 23.5 years, together with a fial paymet of 0.25 after years. Note that this is ot equal to the value obtaied from defiitio If i 0, we defie for all o-egative a ( p ) = (1 + i) 1/p 1 v a = d s ( p ) = (1 + i) (1 i) 1 a = i s ( p ) = (1 + i) (1 i) 1 a = d If i = 0, each of these last three fuctios is defied to equal. (1.5.4) Wheever is a iteger multiple of 1/p, say = r/p, the,, a s s are values at differet times of a auity certai of r paymets, each of amout 1/p, at itervals of 1/p time uit. As before, we use the simpler otatios a, a, s ad s to deote (1) a, (1) a, s (1) s respectively, thus extedig the defiitio of a etc. to all o-egative values of. It is a trivial cosequece of our defiitios that the formulae (1), ad i a = ( p ) a i i a = a p d i s = ( p ) s i i s = s p d ( ) ( ) (1.5.5) (valid whe i 0) ow hold for all values of. Uit 6, Page 10 Istitute ad Faculty of Actuaries

Institute of Actuaries of India Subject CT1 Financial Mathematics

Institute of Actuaries of India Subject CT1 Financial Mathematics Istitute of Actuaries of Idia Subject CT1 Fiacial Mathematics For 2014 Examiatios Subject CT1 Fiacial Mathematics Core Techical Aim The aim of the Fiacial Mathematics subject is to provide a groudig i

More information

CHAPTER 3 THE TIME VALUE OF MONEY

CHAPTER 3 THE TIME VALUE OF MONEY CHAPTER 3 THE TIME VALUE OF MONEY OVERVIEW A dollar i the had today is worth more tha a dollar to be received i the future because, if you had it ow, you could ivest that dollar ad ear iterest. Of all

More information

Subject CT5 Contingencies Core Technical Syllabus

Subject CT5 Contingencies Core Technical Syllabus Subject CT5 Cotigecies Core Techical Syllabus for the 2015 exams 1 Jue 2014 Aim The aim of the Cotigecies subject is to provide a groudig i the mathematical techiques which ca be used to model ad value

More information

TO: Users of the ACTEX Review Seminar on DVD for SOA Exam FM/CAS Exam 2

TO: Users of the ACTEX Review Seminar on DVD for SOA Exam FM/CAS Exam 2 TO: Users of the ACTEX Review Semiar o DVD for SOA Exam FM/CAS Exam FROM: Richard L. (Dick) Lodo, FSA Dear Studets, Thak you for purchasig the DVD recordig of the ACTEX Review Semiar for SOA Exam FM (CAS

More information

CHAPTER 11 Financial mathematics

CHAPTER 11 Financial mathematics CHAPTER 11 Fiacial mathematics I this chapter you will: Calculate iterest usig the simple iterest formula ( ) Use the simple iterest formula to calculate the pricipal (P) Use the simple iterest formula

More information

2 Time Value of Money

2 Time Value of Money 2 Time Value of Moey BASIC CONCEPTS AND FORMULAE 1. Time Value of Moey It meas moey has time value. A rupee today is more valuable tha a rupee a year hece. We use rate of iterest to express the time value

More information

FM4 CREDIT AND BORROWING

FM4 CREDIT AND BORROWING FM4 CREDIT AND BORROWING Whe you purchase big ticket items such as cars, boats, televisios ad the like, retailers ad fiacial istitutios have various terms ad coditios that are implemeted for the cosumer

More information

FI A CIAL MATHEMATICS

FI A CIAL MATHEMATICS CHAPTER 7 FI A CIAL MATHEMATICS Page Cotets 7.1 Compoud Value 117 7.2 Compoud Value of a Auity 118 7.3 Sikig Fuds 119 7.4 Preset Value 122 7.5 Preset Value of a Auity 122 7.6 Term Loas ad Amortizatio 123

More information

Chapter 5 Unit 1. IET 350 Engineering Economics. Learning Objectives Chapter 5. Learning Objectives Unit 1. Annual Amount and Gradient Functions

Chapter 5 Unit 1. IET 350 Engineering Economics. Learning Objectives Chapter 5. Learning Objectives Unit 1. Annual Amount and Gradient Functions Chapter 5 Uit Aual Amout ad Gradiet Fuctios IET 350 Egieerig Ecoomics Learig Objectives Chapter 5 Upo completio of this chapter you should uderstad: Calculatig future values from aual amouts. Calculatig

More information

Terminology for Bonds and Loans

Terminology for Bonds and Loans ³ ² ± Termiology for Bods ad Loas Pricipal give to borrower whe loa is made Simple loa: pricipal plus iterest repaid at oe date Fixed-paymet loa: series of (ofte equal) repaymets Bod is issued at some

More information

.04. This means $1000 is multiplied by 1.02 five times, once for each of the remaining sixmonth

.04. This means $1000 is multiplied by 1.02 five times, once for each of the remaining sixmonth Questio 1: What is a ordiary auity? Let s look at a ordiary auity that is certai ad simple. By this, we mea a auity over a fixed term whose paymet period matches the iterest coversio period. Additioally,

More information

Time Value of Money. First some technical stuff. HP10B II users

Time Value of Money. First some technical stuff. HP10B II users Time Value of Moey Basis for the course Power of compoud iterest $3,600 each year ito a 401(k) pla yields $2,390,000 i 40 years First some techical stuff You will use your fiacial calculator i every sigle

More information

A Guide to the Pricing Conventions of SFE Interest Rate Products

A Guide to the Pricing Conventions of SFE Interest Rate Products A Guide to the Pricig Covetios of SFE Iterest Rate Products SFE 30 Day Iterbak Cash Rate Futures Physical 90 Day Bak Bills SFE 90 Day Bak Bill Futures SFE 90 Day Bak Bill Futures Tick Value Calculatios

More information

Learning objectives. Duc K. Nguyen - Corporate Finance 21/10/2014

Learning objectives. Duc K. Nguyen - Corporate Finance 21/10/2014 1 Lecture 3 Time Value of Moey ad Project Valuatio The timelie Three rules of time travels NPV of a stream of cash flows Perpetuities, auities ad other special cases Learig objectives 2 Uderstad the time-value

More information

5.4 Amortization. Question 1: How do you find the present value of an annuity? Question 2: How is a loan amortized?

5.4 Amortization. Question 1: How do you find the present value of an annuity? Question 2: How is a loan amortized? 5.4 Amortizatio Questio 1: How do you fid the preset value of a auity? Questio 2: How is a loa amortized? Questio 3: How do you make a amortizatio table? Oe of the most commo fiacial istrumets a perso

More information

BENEFIT-COST ANALYSIS Financial and Economic Appraisal using Spreadsheets

BENEFIT-COST ANALYSIS Financial and Economic Appraisal using Spreadsheets BENEIT-CST ANALYSIS iacial ad Ecoomic Appraisal usig Spreadsheets Ch. 2: Ivestmet Appraisal - Priciples Harry Campbell & Richard Brow School of Ecoomics The Uiversity of Queeslad Review of basic cocepts

More information

I. Why is there a time value to money (TVM)?

I. Why is there a time value to money (TVM)? Itroductio to the Time Value of Moey Lecture Outlie I. Why is there the cocept of time value? II. Sigle cash flows over multiple periods III. Groups of cash flows IV. Warigs o doig time value calculatios

More information

CDs Bought at a Bank verses CD s Bought from a Brokerage. Floyd Vest

CDs Bought at a Bank verses CD s Bought from a Brokerage. Floyd Vest CDs Bought at a Bak verses CD s Bought from a Brokerage Floyd Vest CDs bought at a bak. CD stads for Certificate of Deposit with the CD origiatig i a FDIC isured bak so that the CD is isured by the Uited

More information

where: T = number of years of cash flow in investment's life n = the year in which the cash flow X n i = IRR = the internal rate of return

where: T = number of years of cash flow in investment's life n = the year in which the cash flow X n i = IRR = the internal rate of return EVALUATING ALTERNATIVE CAPITAL INVESTMENT PROGRAMS By Ke D. Duft, Extesio Ecoomist I the March 98 issue of this publicatio we reviewed the procedure by which a capital ivestmet project was assessed. The

More information

How to read A Mutual Fund shareholder report

How to read A Mutual Fund shareholder report Ivestor BulletI How to read A Mutual Fud shareholder report The SEC s Office of Ivestor Educatio ad Advocacy is issuig this Ivestor Bulleti to educate idividual ivestors about mutual fud shareholder reports.

More information

In nite Sequences. Dr. Philippe B. Laval Kennesaw State University. October 9, 2008

In nite Sequences. Dr. Philippe B. Laval Kennesaw State University. October 9, 2008 I ite Sequeces Dr. Philippe B. Laval Keesaw State Uiversity October 9, 2008 Abstract This had out is a itroductio to i ite sequeces. mai de itios ad presets some elemetary results. It gives the I ite Sequeces

More information

Annuities Under Random Rates of Interest II By Abraham Zaks. Technion I.I.T. Haifa ISRAEL and Haifa University Haifa ISRAEL.

Annuities Under Random Rates of Interest II By Abraham Zaks. Technion I.I.T. Haifa ISRAEL and Haifa University Haifa ISRAEL. Auities Uder Radom Rates of Iterest II By Abraham Zas Techio I.I.T. Haifa ISRAEL ad Haifa Uiversity Haifa ISRAEL Departmet of Mathematics, Techio - Israel Istitute of Techology, 3000, Haifa, Israel I memory

More information

Present Value Factor To bring one dollar in the future back to present, one uses the Present Value Factor (PVF): Concept 9: Present Value

Present Value Factor To bring one dollar in the future back to present, one uses the Present Value Factor (PVF): Concept 9: Present Value Cocept 9: Preset Value Is the value of a dollar received today the same as received a year from today? A dollar today is worth more tha a dollar tomorrow because of iflatio, opportuity cost, ad risk Brigig

More information

THE TIME VALUE OF MONEY

THE TIME VALUE OF MONEY QRMC04 9/17/01 4:43 PM Page 51 CHAPTER FOUR THE TIME VALUE OF MONEY 4.1 INTRODUCTION AND FUTURE VALUE The perspective ad the orgaizatio of this chapter differs from that of chapters 2 ad 3 i that topics

More information

Properties of MLE: consistency, asymptotic normality. Fisher information.

Properties of MLE: consistency, asymptotic normality. Fisher information. Lecture 3 Properties of MLE: cosistecy, asymptotic ormality. Fisher iformatio. I this sectio we will try to uderstad why MLEs are good. Let us recall two facts from probability that we be used ofte throughout

More information

SECTION 1.5 : SUMMATION NOTATION + WORK WITH SEQUENCES

SECTION 1.5 : SUMMATION NOTATION + WORK WITH SEQUENCES SECTION 1.5 : SUMMATION NOTATION + WORK WITH SEQUENCES Read Sectio 1.5 (pages 5 9) Overview I Sectio 1.5 we lear to work with summatio otatio ad formulas. We will also itroduce a brief overview of sequeces,

More information

CHAPTER 4: NET PRESENT VALUE

CHAPTER 4: NET PRESENT VALUE EMBA 807 Corporate Fiace Dr. Rodey Boehe CHAPTER 4: NET PRESENT VALUE (Assiged probles are, 2, 7, 8,, 6, 23, 25, 28, 29, 3, 33, 36, 4, 42, 46, 50, ad 52) The title of this chapter ay be Net Preset Value,

More information

Simple Annuities Present Value.

Simple Annuities Present Value. Simple Auities Preset Value. OBJECTIVES (i) To uderstad the uderlyig priciple of a preset value auity. (ii) To use a CASIO CFX-9850GB PLUS to efficietly compute values associated with preset value auities.

More information

*The most important feature of MRP as compared with ordinary inventory control analysis is its time phasing feature.

*The most important feature of MRP as compared with ordinary inventory control analysis is its time phasing feature. Itegrated Productio ad Ivetory Cotrol System MRP ad MRP II Framework of Maufacturig System Ivetory cotrol, productio schedulig, capacity plaig ad fiacial ad busiess decisios i a productio system are iterrelated.

More information

Determining the sample size

Determining the sample size Determiig the sample size Oe of the most commo questios ay statisticia gets asked is How large a sample size do I eed? Researchers are ofte surprised to fid out that the aswer depeds o a umber of factors

More information

INVESTMENT PERFORMANCE COUNCIL (IPC)

INVESTMENT PERFORMANCE COUNCIL (IPC) INVESTMENT PEFOMANCE COUNCIL (IPC) INVITATION TO COMMENT: Global Ivestmet Performace Stadards (GIPS ) Guidace Statemet o Calculatio Methodology The Associatio for Ivestmet Maagemet ad esearch (AIM) seeks

More information

Incremental calculation of weighted mean and variance

Incremental calculation of weighted mean and variance Icremetal calculatio of weighted mea ad variace Toy Fich faf@cam.ac.uk dot@dotat.at Uiversity of Cambridge Computig Service February 009 Abstract I these otes I eplai how to derive formulae for umerically

More information

1 Computing the Standard Deviation of Sample Means

1 Computing the Standard Deviation of Sample Means Computig the Stadard Deviatio of Sample Meas Quality cotrol charts are based o sample meas ot o idividual values withi a sample. A sample is a group of items, which are cosidered all together for our aalysis.

More information

Example 2 Find the square root of 0. The only square root of 0 is 0 (since 0 is not positive or negative, so those choices don t exist here).

Example 2 Find the square root of 0. The only square root of 0 is 0 (since 0 is not positive or negative, so those choices don t exist here). BEGINNING ALGEBRA Roots ad Radicals (revised summer, 00 Olso) Packet to Supplemet the Curret Textbook - Part Review of Square Roots & Irratioals (This portio ca be ay time before Part ad should mostly

More information

Solving Logarithms and Exponential Equations

Solving Logarithms and Exponential Equations Solvig Logarithms ad Epoetial Equatios Logarithmic Equatios There are two major ideas required whe solvig Logarithmic Equatios. The first is the Defiitio of a Logarithm. You may recall from a earlier topic:

More information

PENSION ANNUITY. Policy Conditions Document reference: PPAS1(7) This is an important document. Please keep it in a safe place.

PENSION ANNUITY. Policy Conditions Document reference: PPAS1(7) This is an important document. Please keep it in a safe place. PENSION ANNUITY Policy Coditios Documet referece: PPAS1(7) This is a importat documet. Please keep it i a safe place. Pesio Auity Policy Coditios Welcome to LV=, ad thak you for choosig our Pesio Auity.

More information

For customers Key features of the Guaranteed Pension Annuity

For customers Key features of the Guaranteed Pension Annuity For customers Key features of the Guarateed Pesio Auity The Fiacial Coduct Authority is a fiacial services regulator. It requires us, Aego, to give you this importat iformatio to help you to decide whether

More information

Installment Joint Life Insurance Actuarial Models with the Stochastic Interest Rate

Installment Joint Life Insurance Actuarial Models with the Stochastic Interest Rate Iteratioal Coferece o Maagemet Sciece ad Maagemet Iovatio (MSMI 4) Istallmet Joit Life Isurace ctuarial Models with the Stochastic Iterest Rate Nia-Nia JI a,*, Yue LI, Dog-Hui WNG College of Sciece, Harbi

More information

A probabilistic proof of a binomial identity

A probabilistic proof of a binomial identity A probabilistic proof of a biomial idetity Joatho Peterso Abstract We give a elemetary probabilistic proof of a biomial idetity. The proof is obtaied by computig the probability of a certai evet i two

More information

1 Correlation and Regression Analysis

1 Correlation and Regression Analysis 1 Correlatio ad Regressio Aalysis I this sectio we will be ivestigatig the relatioship betwee two cotiuous variable, such as height ad weight, the cocetratio of a ijected drug ad heart rate, or the cosumptio

More information

The analysis of the Cournot oligopoly model considering the subjective motive in the strategy selection

The analysis of the Cournot oligopoly model considering the subjective motive in the strategy selection The aalysis of the Courot oligopoly model cosiderig the subjective motive i the strategy selectio Shigehito Furuyama Teruhisa Nakai Departmet of Systems Maagemet Egieerig Faculty of Egieerig Kasai Uiversity

More information

Investing in Stocks WHAT ARE THE DIFFERENT CLASSIFICATIONS OF STOCKS? WHY INVEST IN STOCKS? CAN YOU LOSE MONEY?

Investing in Stocks WHAT ARE THE DIFFERENT CLASSIFICATIONS OF STOCKS? WHY INVEST IN STOCKS? CAN YOU LOSE MONEY? Ivestig i Stocks Ivestig i Stocks Busiesses sell shares of stock to ivestors as a way to raise moey to fiace expasio, pay off debt ad provide operatig capital. Ecoomic coditios: Employmet, iflatio, ivetory

More information

Page 1. Real Options for Engineering Systems. What are we up to? Today s agenda. J1: Real Options for Engineering Systems. Richard de Neufville

Page 1. Real Options for Engineering Systems. What are we up to? Today s agenda. J1: Real Options for Engineering Systems. Richard de Neufville Real Optios for Egieerig Systems J: Real Optios for Egieerig Systems By (MIT) Stefa Scholtes (CU) Course website: http://msl.mit.edu/cmi/ardet_2002 Stefa Scholtes Judge Istitute of Maagemet, CU Slide What

More information

Hypothesis testing. Null and alternative hypotheses

Hypothesis testing. Null and alternative hypotheses Hypothesis testig Aother importat use of samplig distributios is to test hypotheses about populatio parameters, e.g. mea, proportio, regressio coefficiets, etc. For example, it is possible to stipulate

More information

Confidence Intervals for One Mean

Confidence Intervals for One Mean Chapter 420 Cofidece Itervals for Oe Mea Itroductio This routie calculates the sample size ecessary to achieve a specified distace from the mea to the cofidece limit(s) at a stated cofidece level for a

More information

Tradigms of Astundithi and Toyota

Tradigms of Astundithi and Toyota Tradig the radomess - Desigig a optimal tradig strategy uder a drifted radom walk price model Yuao Wu Math 20 Project Paper Professor Zachary Hamaker Abstract: I this paper the author iteds to explore

More information

I. Chi-squared Distributions

I. Chi-squared Distributions 1 M 358K Supplemet to Chapter 23: CHI-SQUARED DISTRIBUTIONS, T-DISTRIBUTIONS, AND DEGREES OF FREEDOM To uderstad t-distributios, we first eed to look at aother family of distributios, the chi-squared distributios.

More information

Sequences and Series

Sequences and Series CHAPTER 9 Sequeces ad Series 9.. Covergece: Defiitio ad Examples Sequeces The purpose of this chapter is to itroduce a particular way of geeratig algorithms for fidig the values of fuctios defied by their

More information

Bond Valuation I. What is a bond? Cash Flows of A Typical Bond. Bond Valuation. Coupon Rate and Current Yield. Cash Flows of A Typical Bond

Bond Valuation I. What is a bond? Cash Flows of A Typical Bond. Bond Valuation. Coupon Rate and Current Yield. Cash Flows of A Typical Bond What is a bod? Bod Valuatio I Bod is a I.O.U. Bod is a borrowig agreemet Bod issuers borrow moey from bod holders Bod is a fixed-icome security that typically pays periodic coupo paymets, ad a pricipal

More information

Statement of cash flows

Statement of cash flows 6 Statemet of cash flows this chapter covers... I this chapter we study the statemet of cash flows, which liks profit from the statemet of profit or loss ad other comprehesive icome with chages i assets

More information

CHAPTER 3 DIGITAL CODING OF SIGNALS

CHAPTER 3 DIGITAL CODING OF SIGNALS CHAPTER 3 DIGITAL CODING OF SIGNALS Computers are ofte used to automate the recordig of measuremets. The trasducers ad sigal coditioig circuits produce a voltage sigal that is proportioal to a quatity

More information

Discounting. Finance 100

Discounting. Finance 100 Discoutig Fiace 100 Prof. Michael R. Roberts 1 Topic Overview The Timelie Compoudig & Future Value Discoutig & Preset Value Multiple Cash Flows Special Streams of Cash Flows» Perpetuities» Auities Iterest

More information

Section 11.3: The Integral Test

Section 11.3: The Integral Test Sectio.3: The Itegral Test Most of the series we have looked at have either diverged or have coverged ad we have bee able to fid what they coverge to. I geeral however, the problem is much more difficult

More information

NATIONAL SENIOR CERTIFICATE GRADE 12

NATIONAL SENIOR CERTIFICATE GRADE 12 NATIONAL SENIOR CERTIFICATE GRADE MATHEMATICS P EXEMPLAR 04 MARKS: 50 TIME: 3 hours This questio paper cosists of 8 pages ad iformatio sheet. Please tur over Mathematics/P DBE/04 NSC Grade Eemplar INSTRUCTIONS

More information

Basic Elements of Arithmetic Sequences and Series

Basic Elements of Arithmetic Sequences and Series MA40S PRE-CALCULUS UNIT G GEOMETRIC SEQUENCES CLASS NOTES (COMPLETED NO NEED TO COPY NOTES FROM OVERHEAD) Basic Elemets of Arithmetic Sequeces ad Series Objective: To establish basic elemets of arithmetic

More information

Information about Bankruptcy

Information about Bankruptcy Iformatio about Bakruptcy Isolvecy Service of Irelad Seirbhís Dócmhaieachta a héirea Isolvecy Service of Irelad Seirbhís Dócmhaieachta a héirea What is the? The Isolvecy Service of Irelad () is a idepedet

More information

TO: Users of the ACTEX Review Seminar on DVD for SOA Exam MLC

TO: Users of the ACTEX Review Seminar on DVD for SOA Exam MLC TO: Users of the ACTEX Review Semiar o DVD for SOA Eam MLC FROM: Richard L. (Dick) Lodo, FSA Dear Studets, Thak you for purchasig the DVD recordig of the ACTEX Review Semiar for SOA Eam M, Life Cotigecies

More information

BINOMIAL EXPANSIONS 12.5. In this section. Some Examples. Obtaining the Coefficients

BINOMIAL EXPANSIONS 12.5. In this section. Some Examples. Obtaining the Coefficients 652 (12-26) Chapter 12 Sequeces ad Series 12.5 BINOMIAL EXPANSIONS I this sectio Some Examples Otaiig the Coefficiets The Biomial Theorem I Chapter 5 you leared how to square a iomial. I this sectio you

More information

Question 2: How is a loan amortized?

Question 2: How is a loan amortized? Questio 2: How is a loa amortized? Decreasig auities may be used i auto or home loas. I these types of loas, some amout of moey is borrowed. Fixed paymets are made to pay off the loa as well as ay accrued

More information

France caters to innovative companies and offers the best research tax credit in Europe

France caters to innovative companies and offers the best research tax credit in Europe 1/5 The Frech Govermet has three objectives : > improve Frace s fiscal competitiveess > cosolidate R&D activities > make Frace a attractive coutry for iovatio Tax icetives have become a key elemet of public

More information

Chapter 7. V and 10. V (the modified premium reserve using the Full Preliminary Term. V (the modified premium reserves using the Full Preliminary

Chapter 7. V and 10. V (the modified premium reserve using the Full Preliminary Term. V (the modified premium reserves using the Full Preliminary Chapter 7 1. You are give that Mortality follows the Illustrative Life Table with i 6%. Assume that mortality is uiformly distributed betwee itegral ages. Calculate: a. Calculate 10 V for a whole life

More information

Present Values, Investment Returns and Discount Rates

Present Values, Investment Returns and Discount Rates Preset Values, Ivestmet Returs ad Discout Rates Dimitry Midli, ASA, MAAA, PhD Presidet CDI Advisors LLC dmidli@cdiadvisors.com May 2, 203 Copyright 20, CDI Advisors LLC The cocept of preset value lies

More information

Present Value Tax Expenditure Estimate of Tax Assistance for Retirement Saving

Present Value Tax Expenditure Estimate of Tax Assistance for Retirement Saving Preset Value Tax Expediture Estimate of Tax Assistace for Retiremet Savig Tax Policy Brach Departmet of Fiace Jue 30, 1998 2 Preset Value Tax Expediture Estimate of Tax Assistace for Retiremet Savig This

More information

CHAPTER 7: Central Limit Theorem: CLT for Averages (Means)

CHAPTER 7: Central Limit Theorem: CLT for Averages (Means) CHAPTER 7: Cetral Limit Theorem: CLT for Averages (Meas) X = the umber obtaied whe rollig oe six sided die oce. If we roll a six sided die oce, the mea of the probability distributio is X P(X = x) Simulatio:

More information

How to use what you OWN to reduce what you OWE

How to use what you OWN to reduce what you OWE How to use what you OWN to reduce what you OWE Maulife Oe A Overview Most Caadias maage their fiaces by doig two thigs: 1. Depositig their icome ad other short-term assets ito chequig ad savigs accouts.

More information

Convexity, Inequalities, and Norms

Convexity, Inequalities, and Norms Covexity, Iequalities, ad Norms Covex Fuctios You are probably familiar with the otio of cocavity of fuctios. Give a twicedifferetiable fuctio ϕ: R R, We say that ϕ is covex (or cocave up) if ϕ (x) 0 for

More information

INVESTMENT PERFORMANCE COUNCIL (IPC) Guidance Statement on Calculation Methodology

INVESTMENT PERFORMANCE COUNCIL (IPC) Guidance Statement on Calculation Methodology Adoptio Date: 4 March 2004 Effective Date: 1 Jue 2004 Retroactive Applicatio: No Public Commet Period: Aug Nov 2002 INVESTMENT PERFORMANCE COUNCIL (IPC) Preface Guidace Statemet o Calculatio Methodology

More information

The following example will help us understand The Sampling Distribution of the Mean. C1 C2 C3 C4 C5 50 miles 84 miles 38 miles 120 miles 48 miles

The following example will help us understand The Sampling Distribution of the Mean. C1 C2 C3 C4 C5 50 miles 84 miles 38 miles 120 miles 48 miles The followig eample will help us uderstad The Samplig Distributio of the Mea Review: The populatio is the etire collectio of all idividuals or objects of iterest The sample is the portio of the populatio

More information

Lesson 17 Pearson s Correlation Coefficient

Lesson 17 Pearson s Correlation Coefficient Outlie Measures of Relatioships Pearso s Correlatio Coefficiet (r) -types of data -scatter plots -measure of directio -measure of stregth Computatio -covariatio of X ad Y -uique variatio i X ad Y -measurig

More information

THE ARITHMETIC OF INTEGERS. - multiplication, exponentiation, division, addition, and subtraction

THE ARITHMETIC OF INTEGERS. - multiplication, exponentiation, division, addition, and subtraction THE ARITHMETIC OF INTEGERS - multiplicatio, expoetiatio, divisio, additio, ad subtractio What to do ad what ot to do. THE INTEGERS Recall that a iteger is oe of the whole umbers, which may be either positive,

More information

Amendments to employer debt Regulations

Amendments to employer debt Regulations March 2008 Pesios Legal Alert Amedmets to employer debt Regulatios The Govermet has at last issued Regulatios which will amed the law as to employer debts uder s75 Pesios Act 1995. The amedig Regulatios

More information

Estimating Probability Distributions by Observing Betting Practices

Estimating Probability Distributions by Observing Betting Practices 5th Iteratioal Symposium o Imprecise Probability: Theories ad Applicatios, Prague, Czech Republic, 007 Estimatig Probability Distributios by Observig Bettig Practices Dr C Lych Natioal Uiversity of Irelad,

More information

Approximating Area under a curve with rectangles. To find the area under a curve we approximate the area using rectangles and then use limits to find

Approximating Area under a curve with rectangles. To find the area under a curve we approximate the area using rectangles and then use limits to find 1.8 Approximatig Area uder a curve with rectagles 1.6 To fid the area uder a curve we approximate the area usig rectagles ad the use limits to fid 1.4 the area. Example 1 Suppose we wat to estimate 1.

More information

Definition. A variable X that takes on values X 1, X 2, X 3,...X k with respective frequencies f 1, f 2, f 3,...f k has mean

Definition. A variable X that takes on values X 1, X 2, X 3,...X k with respective frequencies f 1, f 2, f 3,...f k has mean 1 Social Studies 201 October 13, 2004 Note: The examples i these otes may be differet tha used i class. However, the examples are similar ad the methods used are idetical to what was preseted i class.

More information

Savings and Retirement Benefits

Savings and Retirement Benefits 60 Baltimore Couty Public Schools offers you several ways to begi savig moey through payroll deductios. Defied Beefit Pesio Pla Tax Sheltered Auities ad Custodial Accouts Defied Beefit Pesio Pla Did you

More information

Week 3 Conditional probabilities, Bayes formula, WEEK 3 page 1 Expected value of a random variable

Week 3 Conditional probabilities, Bayes formula, WEEK 3 page 1 Expected value of a random variable Week 3 Coditioal probabilities, Bayes formula, WEEK 3 page 1 Expected value of a radom variable We recall our discussio of 5 card poker hads. Example 13 : a) What is the probability of evet A that a 5

More information

I apply to subscribe for a Stocks & Shares NISA for the tax year 2015/2016 and each subsequent year until further notice.

I apply to subscribe for a Stocks & Shares NISA for the tax year 2015/2016 and each subsequent year until further notice. IFSL Brooks Macdoald Fud Stocks & Shares NISA trasfer applicatio form IFSL Brooks Macdoald Fud Stocks & Shares NISA trasfer applicatio form Please complete usig BLOCK CAPITALS ad retur the completed form

More information

I apply to subscribe for a Stocks & Shares ISA for the tax year 20 /20 and each subsequent year until further notice.

I apply to subscribe for a Stocks & Shares ISA for the tax year 20 /20 and each subsequent year until further notice. IFSL Brooks Macdoald Fud Stocks & Shares ISA Trasfer Applicatio Form IFSL Brooks Macdoald Fud Stocks & Shares ISA Trasfer Applicatio Form Please complete usig BLOCK CAPITALS ad retur the completed form

More information

A NOTE ON THE CALCULATION OF THE AFTER-TAX COST OF DEBT

A NOTE ON THE CALCULATION OF THE AFTER-TAX COST OF DEBT INTERNATIONAL JOURNAL OF BUSINESS, 1(1), 1996 ISSN:1083-4346 A NOTE ON THE CALCULATION OF THE AFTER-TAX COST OF DEBT Wm R McDaiel, Daiel E. McCarty, ad Keeth A. Jessell Whe oe examies stadard fiacial maagemet

More information

Sole trader financial statements

Sole trader financial statements 3 Sole trader fiacial statemets this chapter covers... I this chapter we look at preparig the year ed fiacial statemets of sole traders (that is, oe perso ruig their ow busiess). We preset the fiacial

More information

University of California, Los Angeles Department of Statistics. Distributions related to the normal distribution

University of California, Los Angeles Department of Statistics. Distributions related to the normal distribution Uiversity of Califoria, Los Ageles Departmet of Statistics Statistics 100B Istructor: Nicolas Christou Three importat distributios: Distributios related to the ormal distributio Chi-square (χ ) distributio.

More information

Enhance Your Financial Legacy Variable Annuity Death Benefits from Pacific Life

Enhance Your Financial Legacy Variable Annuity Death Benefits from Pacific Life Ehace Your Fiacial Legacy Variable Auity Death Beefits from Pacific Life 7/15 20172-15B As You Pla for Retiremet, Protect Your Loved Oes A Pacific Life variable auity ca offer three death beefits that

More information

MARTINGALES AND A BASIC APPLICATION

MARTINGALES AND A BASIC APPLICATION MARTINGALES AND A BASIC APPLICATION TURNER SMITH Abstract. This paper will develop the measure-theoretic approach to probability i order to preset the defiitio of martigales. From there we will apply this

More information

Baan Service Master Data Management

Baan Service Master Data Management Baa Service Master Data Maagemet Module Procedure UP069A US Documetiformatio Documet Documet code : UP069A US Documet group : User Documetatio Documet title : Master Data Maagemet Applicatio/Package :

More information

Lecture 4: Cauchy sequences, Bolzano-Weierstrass, and the Squeeze theorem

Lecture 4: Cauchy sequences, Bolzano-Weierstrass, and the Squeeze theorem Lecture 4: Cauchy sequeces, Bolzao-Weierstrass, ad the Squeeze theorem The purpose of this lecture is more modest tha the previous oes. It is to state certai coditios uder which we are guarateed that limits

More information

SEQUENCES AND SERIES

SEQUENCES AND SERIES Chapter 9 SEQUENCES AND SERIES Natural umbers are the product of huma spirit. DEDEKIND 9.1 Itroductio I mathematics, the word, sequece is used i much the same way as it is i ordiary Eglish. Whe we say

More information

Overview of some probability distributions.

Overview of some probability distributions. Lecture Overview of some probability distributios. I this lecture we will review several commo distributios that will be used ofte throughtout the class. Each distributio is usually described by its probability

More information

Vladimir N. Burkov, Dmitri A. Novikov MODELS AND METHODS OF MULTIPROJECTS MANAGEMENT

Vladimir N. Burkov, Dmitri A. Novikov MODELS AND METHODS OF MULTIPROJECTS MANAGEMENT Keywords: project maagemet, resource allocatio, etwork plaig Vladimir N Burkov, Dmitri A Novikov MODELS AND METHODS OF MULTIPROJECTS MANAGEMENT The paper deals with the problems of resource allocatio betwee

More information

PROCEEDINGS OF THE YEREVAN STATE UNIVERSITY AN ALTERNATIVE MODEL FOR BONUS-MALUS SYSTEM

PROCEEDINGS OF THE YEREVAN STATE UNIVERSITY AN ALTERNATIVE MODEL FOR BONUS-MALUS SYSTEM PROCEEDINGS OF THE YEREVAN STATE UNIVERSITY Physical ad Mathematical Scieces 2015, 1, p. 15 19 M a t h e m a t i c s AN ALTERNATIVE MODEL FOR BONUS-MALUS SYSTEM A. G. GULYAN Chair of Actuarial Mathematics

More information

Death Beefits from Pacific Life

Death Beefits from Pacific Life Ehace Your Fiacial Legacy Variable Auities with Death Beefits from Pacific Life 9/15 20188-15C FOR CALIFORNIA As You Pla for Retiremet, Protect Your Loved Oes A Pacific Life variable auity ca offer three

More information

How To Get A Kukandruk Studetfiace

How To Get A Kukandruk Studetfiace Curret Year Icome Assessmet Form Academic Year 2015/16 Persoal details Perso 1 Your Customer Referece Number Your Customer Referece Number Name Name Date of birth Address / / Date of birth / / Address

More information

AP Calculus AB 2006 Scoring Guidelines Form B

AP Calculus AB 2006 Scoring Guidelines Form B AP Calculus AB 6 Scorig Guidelies Form B The College Board: Coectig Studets to College Success The College Board is a ot-for-profit membership associatio whose missio is to coect studets to college success

More information

Soving Recurrence Relations

Soving Recurrence Relations Sovig Recurrece Relatios Part 1. Homogeeous liear 2d degree relatios with costat coefficiets. Cosider the recurrece relatio ( ) T () + at ( 1) + bt ( 2) = 0 This is called a homogeeous liear 2d degree

More information

Understanding Financial Management: A Practical Guide Guideline Answers to the Concept Check Questions

Understanding Financial Management: A Practical Guide Guideline Answers to the Concept Check Questions Udestadig Fiacial Maagemet: A Pactical Guide Guidelie Aswes to the Cocept Check Questios Chapte 4 The Time Value of Moey Cocept Check 4.. What is the meaig of the tems isk-etu tadeoff ad time value of

More information

Chapter 6: Variance, the law of large numbers and the Monte-Carlo method

Chapter 6: Variance, the law of large numbers and the Monte-Carlo method Chapter 6: Variace, the law of large umbers ad the Mote-Carlo method Expected value, variace, ad Chebyshev iequality. If X is a radom variable recall that the expected value of X, E[X] is the average value

More information

Ekkehart Schlicht: Economic Surplus and Derived Demand

Ekkehart Schlicht: Economic Surplus and Derived Demand Ekkehart Schlicht: Ecoomic Surplus ad Derived Demad Muich Discussio Paper No. 2006-17 Departmet of Ecoomics Uiversity of Muich Volkswirtschaftliche Fakultät Ludwig-Maximilias-Uiversität Müche Olie at http://epub.ub.ui-mueche.de/940/

More information

0.7 0.6 0.2 0 0 96 96.5 97 97.5 98 98.5 99 99.5 100 100.5 96.5 97 97.5 98 98.5 99 99.5 100 100.5

0.7 0.6 0.2 0 0 96 96.5 97 97.5 98 98.5 99 99.5 100 100.5 96.5 97 97.5 98 98.5 99 99.5 100 100.5 Sectio 13 Kolmogorov-Smirov test. Suppose that we have a i.i.d. sample X 1,..., X with some ukow distributio P ad we would like to test the hypothesis that P is equal to a particular distributio P 0, i.e.

More information

Statistical inference: example 1. Inferential Statistics

Statistical inference: example 1. Inferential Statistics Statistical iferece: example 1 Iferetial Statistics POPULATION SAMPLE A clothig store chai regularly buys from a supplier large quatities of a certai piece of clothig. Each item ca be classified either

More information

5: Introduction to Estimation

5: Introduction to Estimation 5: Itroductio to Estimatio Cotets Acroyms ad symbols... 1 Statistical iferece... Estimatig µ with cofidece... 3 Samplig distributio of the mea... 3 Cofidece Iterval for μ whe σ is kow before had... 4 Sample

More information

NATIONAL SENIOR CERTIFICATE GRADE 11

NATIONAL SENIOR CERTIFICATE GRADE 11 NATIONAL SENIOR CERTIFICATE GRADE MATHEMATICS P NOVEMBER 007 MARKS: 50 TIME: 3 hours This questio paper cosists of 9 pages, diagram sheet ad a -page formula sheet. Please tur over Mathematics/P DoE/November

More information