The Supply of Loanable Funds: A Comment on the Misconception and Its Implications

Size: px
Start display at page:

Download "The Supply of Loanable Funds: A Comment on the Misconception and Its Implications"

Transcription

1 JOURNL OF ECONOMICS ND FINNCE EDUCTION Volume 7 Numbe 2 Winte The Supply of Loanable Funds: Comment on the Misconception and Its Implications. Wahhab Khandke and mena Khandke* STRCT Recently Fields-Hat publish two aticles on inteest ate detemination in this jounal. In both aticles, they analyze inteest ates on the basis of an unconventional definition of the supply of loanable funds. In this note we ague that thei concept of the supply of loanable funds based on spillove fom the money maket is a goss misundestanding of the concept. lthough Fields-Hat consideed thei concept as citically impotant pat of thei stoy, the esults in thei fist aticle ae independent of this mistake. Howeve, thei second aticle continues this misconception and hence yields invalid esults. Intoduction Leading intoductoy macoeconomic textbooks typically pesent two appoaches to inteest ate detemination the Liquidity Pefeence (LP) appoach 1 and the Loanable Funds (LF) appoach. 2 In the LP appoach, the equilibium inteest ate is detemined in the money maket whee quantity of money demanded by the people equals the quantity of money supplied by the cental bank. In the LF appoach, the equilibium inteest ate equates the quantity supplied of LF, which consists of saving (s), with the quantity demanded fo LF, which consists of investment (i) and bond financed govenment deficit (g t). It is implicit in the textbooks that both the appoaches lead to the same shot-un and long-un equilibium inteest ates, and the esults ae independent of the choice of appoach. The IS-LM model fo inteest ate detemination is intoduced only in the uppe level textbooks, and is widely used in the fields of applied economics. ut that does not diminish the impotance of LF model. In fact, in the field of public finance, LF model has distinct advantages ove IS-LM model as LF model highlights diect connection between fedeal boowing and inteest ate, wheeas the IS-LM model only shows this connection indiectly. 3 Cebula (1997), Hoelsche (1983, 1986), Koch & Cebula (1994), Thomas & bdeezak (1988), and Tan & Sawhney (1988) ae only a few who used LF model to examine the effects of govenment boowing on shot-un and/o long-un inteest ates. Cebula (1997), Koch & Cebula (1994), and Tan & Sawhney (1988) also used the extended open economy vesion of the LF model whee capital flows ae incopoated in the supply side of the loanable funds. wide application of LF model in applied economics fields emphasizes the impotant of teaching the LF model coectly. Recently Fields and Hat, heeafte F&H, published two aticles in the Jounal of Economics and Finance Education on the modeling of inteest ate detemination. The fist aticle (2003) intoduces an unconventional definition of the supply of LF and concludes that the inteest ate in the immediate-un is detemined eithe in the LF maket o in the money maket, but not both. In othe wods, in the immediateun, if the inteest ate is detemined in the LF maket, then the money maket cannot be in equilibium. Howeve, if the inteest ate equilibates the money maket, the LF maket will no longe be in equilibium in the immediate-un. Hee, the immediate-un is defined as a situation whee eithe the money o the LF (goods) maket is in equilibium at constant output. In both the aticles, F&H efe to this situation as *. Wahhab Khandke, Pofesso of Economics, Univesity of Wisconsin-La Cosse, La Cosse, WI 54601, Khandke.wahh@uwlax.edu; mena Khandke, Senio Lectue of Economics, Univesity of Wisconsin-La Cosse, La Cosse, WI 54601, Khandke.amen@uwlax.edu. We would like to thank Pofessos Richad Cebula, Keith Sheony and two anonymous efeees fo thei valuable comments on an ealie daft. 1 lso known as the Keynesian theoy of inteest ate detemination 2 lso known as the classical theoy of inteest ate detemination 3 Hoelsche (1983), p. 321

2 JOURNL OF ECONOMICS ND FINNCE EDUCTION Volume 7 Numbe 2 Winte shot-un. It is impotant to note that F&H definition of shot-un is diffeent fom that of a standad textbook definition, which necessitates the intoduction of the concept immediate-un. In thei second aticle, F&H (2005) intoduce a constant-pice IS-LM-LFM model in esponse to the Yang and Yanochik (2005) aticle that emphasizes a constant-pice IS-LM model fo shot-un 4 inteest ate detemination. They also eaffim thei pevious esults of immediate-un inteest ate detemination. Moe significantly, howeve, the F&H (2005) aticle explains thei pefeence fo the LF appoach ove the LP appoach with the notion that the spillove fom the money maket geneates a LF maket sepaate fom the goods maket. In this pape, we begin with the F&H (2003) depiction of the supply of LF. We identify an eo in thei epesentation of the supply of LF, and demonstate that when thei misconception of the supply of LF is coected, no distinction between the goods and the LF makets exists. The implications of coecting this misconception ae then addessed by eexamining the thee policy shocks F&H (2005) consideed. Supply of Loanable Funds ccoding to F&H When analyzing the immediate-un inteest ate, F&H (2003) begin with standad textbook figues of the LP and the LF appoaches. Following Gwatney, Stoup, Sobel, and Macpheson (2003), they pesent figues of these two appoaches side by side to make the compaison easy to undestand. To captue thei undestanding of the supply of LF though spillove fom the money maket, we pesent the LP appoach in Figue 1 whee the eal money supply, M/P, is independent of the inteest ate and, hence, is vetical. In contast, eal money demand, k().y, 5 is a downwad sloping cuve epesenting the fact that the quantity of eal money balance demanded ises as the oppotunity cost of holding money falls. M/P s(y * ) LF S = s(y * ) + [M/P * k().y * i() + (g t) Quantity of LF 1 Quantity of Loanable Figue 1 Figue 2 The LF appoach is depicted in Figue 2. In the classical model, saving is taken to be a positive function of the inteest ate. Fo simplicity, F&H (2003) assume that saving, s, depends only on income and not on the inteest ate. s a esult, the saving function is a vetical line denoted by s(y)* in Figue 2. lgebaically, they fomulate the supply of LF cuve as LF S = s + [M/P k().y] whee [M/P k().y] is the quantity of excess money supplied at a given inteest ate. t 0 in Figue 1, the quantity of eal money demanded is the same as the quantity of eal money supplied, which makes excess quantity of money supplied equal to zeo. 4 Shot-un is defined as a situation whee both the goods and the money makets ae in equilibium 5 F&H s chosen epesentation of the eal money demand is: m d = m d (, y). We pefe to wite eal money demand as k().y following the evised quantity theoy of money.

3 JOURNL OF ECONOMICS ND FINNCE EDUCTION Volume 7 Numbe 2 Winte The quantity of LF supplied in this case is the same as the amount of saving (see Figue 2). t a highe inteest ate, 2, the quantity of excess money supplied is positive. ccoding to F&H (2003), this amount spills ove into the LF maket inceasing the quantity of LF supplied by the amount of the excess money supply. In thei wods: Theefoe, absent any spillove fom the money maket, the supply of loanable funds would be the (dashed) vetical line at LF 1, denoted s. Howeve, the supply of loanable funds, ---- is upwad sloping when plotted against the inteest ate. The eason is that a (ceteis paibus) incease in the inteest ate esults in an excess supply in the money maket that spills ove into the maket fo loanable funds. The esult is an incease in the loanable funds supplied as the inteest ate inceases. Similaly, a decease in the inteest ate lowes the quantity of loanable funds supplied as economic agents attempt to build up thei eal money balance. 6 s the inteest ate ises fom 0 to 2, the quantity of excess money supplied is equal to the distance (Figue 1). ccoding to F&H (2003), this quantity epesented by the distance will spillove into the LF maket inceasing its quantity supplied of LF by the same amount; theeby, esulting in an upwad sloping supply of LF cuve. Misconception about the Supply of Loanable Funds Saving, which classical economists call the supply of LF, povides the demand fo bonds. Saving is the amount of foegone cuent consumption fo futue consumption. Saves ean inteest etuns fom bonds, which give them geate command ove futue consumption. ut all saving need not go into bonds; saving is also held in the fom of money. Since money does not ean inteest, classical economists assume that saves will pefe bonds ove money. Howeve, people also hold some money as it povides liquidity and secuity. In othe wods, people usually save in two diffeent foms bonds and money, both of which ae channeled into the supply of LF eithe diectly though bonds maket o indiectly though lending institutions. Mankiw (2007) 7 explains it eloquently: The supply of loanable funds comes fom people who have some exta income they want to save and lend out. This lending can occu diectly, such as when a household buys a bond fom a fim, o it can occu indiectly, such as when a household makes a deposit in a bank, which in tun uses the funds to make loans. In both cases, saving is the souce of the supply of loanable funds. The composition of the supply of LF is detemined by the inteest ate. t a highe inteest ate, people will hold moe bonds and less money. The majo misundestanding on F&H s pat is not to ealize that as the inteest ate inceases people only change the composition of thei saving (ceteis paibus), and not the absolute amount of saving when saving depends only on income. Consequently, the saving function will still be equal to the supply of LF at all levels of inteest ates. We elaboate this point futhe in Figue 3 and 4. Saving is defined as the pat of disposable income that is not consumed, and people allocate it between money (non inteest-beaing assets) and bonds (inteest-beaing assets). t the equilibium inteest ate 0, people demand M/P quantity of money, which is the entie amount of money supplied as shown in Figue 3. Howeve, this is only one pat of saving because people also hold some bonds at this inteest ate. Suppose at inteest ate 0, the total value of bonds held by saves is 0, so that the amount of saving at 0 is s 0 = M/P + 0. n incease in the inteest ate fom 0 to 2 inceases the oppotunity cost of holding money. Figue 3 shows that saves educe thei quantity of money holdings by the amount of the distance, and use that quantity of money to buy bonds. F&H (2003) explain how an incease in the inteest ate esults in an excess supply in the money maket that spills ove into the maket fo loanable funds, theeby inceasing the supply of LF. In eality, a change in the inteest ate changes only the composition of inteest-beaing and non inteest-beaing asset holdings, which keeps the quantity of saving, and by extension, the quantity of loanable funds supplied constant at s (y) in Figue 4. In othe wods, an incease in the inteest ate esults not in a spillove into the maket fo loanable funds but a spillove fom money holding to bond holding within the supply of LF. The logic is as follows: since saving, s, does not depend on inteest ate, a highe inteest ate does not change the amount of saving and, hence, consumption. Given income at the potential level (y*), consumption and saving cannot change due to a highe inteest ate because they depend only on income. The quantity of LF cannot incease unless saving inceases, i.e. 6 F&H (2003), p. 9 7 Mankiw (2007), p. 208

4 JOURNL OF ECONOMICS ND FINNCE EDUCTION Volume 7 Numbe 2 Winte consumption deceases fo the same level of income. This confims that saving is the only souce of the supply of LF depicted in Figue 4. M/P LF S = s(y * ) C 0 C k().y * i() + (g t) Quantity of LF 1 Quantity of Figue3 Figue4 Implications of the Misconception F&H (2003) conclude that in the immediate-un, the inteest ate can clea eithe the money maket o the LF maket and cannot simultaneously clea both the makets when the economy is out of equilibium. lthough F&H (2003) eed in defining the supply of LF, thei main esults emain valid with mino changes in the exposition. Howeve, this is not the case with thei second aticle. In a eply to the Yang and Yanochik (2005) aticle that emphasizes the constant-pice IS-LM model, F&H (2005) intoduce a constant-pice IS-LM-LFM model fo both shot-un and immediate-un inteest ate detemination. Thei LFM cuve is unconventional and needs elaboation. F&H (2005) use the standad IS and LM cuves to epesent goods and money makets equilibium combinations of output and inteest ate. Howeve thei LFM epesents a thid maket that they call the maket fo loanable funds. Equilibium in this maket occus when the supply of loanable funds, LF S {i.e., desied saving, s(y - t), plus the excess supply of money, [m S 1 - m d (y, )]}, equals the demand fo loanable funds, LF d [i.e., investment, i(), plus the bond financed govenment deficit, (g - t)]. lgebaically, this equilibium condition is: s(y - t) + [m S 1 - m d (y, )] = i() + [g - t]. 8 This equation detemines thei LFM cuve. When the definition of the supply of LF is coected whee s(y) is the only souce of the supply of LF, the equilibium condition in the LF maket educes to: s(y - t) = i() + [g - t]. Substituting the value of s(y - t) 9 with y c(y t), we get y c(y t) = i() + [g t] o y = c(y t) + i() + [g t], which is the same as the goods maket equilibium condition (the IS cuve). 10 In eality, F&H s (2005) LFM cuve coincides with the IS cuve which means the goods maket can also be efeed to as the LF maket. 8 F&H (2005), p Saving s(y) is defined as the amount of output (y) ove consumption c(y t) 10 F&H (2005) also ecognizes this fact, p. 13 footnote.

5 JOURNL OF ECONOMICS ND FINNCE EDUCTION Volume 7 Numbe 2 Winte Implications of Coecting the Misconception Ou finding equies a eexamination of the F&H (2005) esults. Following F&H (2005), we conside the effects of thee policy shocks: (1) an incease in the money supply; (2) a bond-financed ise in govenment expenditues; and (3) a money-financed ise in govenment expenditues. n Incease in the Money Supply F&H (2005) conclude that the immediate-un impact of an incease in the money supply is a decease in the inteest ate (). Howeve, has to decease moe to clea the money maket than to clea the LF maket. We show that has to decease to clea the money maket but the LF maket will still be in equilibium at the oiginal inteest ate. We stat with an initial shot-un equilibium at point in Figue 5 whee the inteest ate is 3 and output is y*. n incease in the nominal money supply fom M to M 2 will incease the eal money supply fom M/P to M 2 /P. This incease in money supply will shift the LM cuve ight to LM 2 leaving the IS (LFM) cuve unaffected. The new shot-un equilibium is at point D whee the LM 2 and the IS cuves intesect. In the immediate-un (the vetical shift in the LM cuve) epesents the amount the inteest ate must fall to estoe equilibium in the money maket. In Figue 5, immediate-un money maket equilibium is attained at 0. Howeve, contay to the F&H (2005) conclusion, since the LF maket (i.e. goods maket) is independent of the incease in eal money supply in the immediate-un, the inteest ate 3 will still clea the LF maket at point. L LM D IS = y* Figue 5 Output ond-financed Rise in g F&H (2005) show that a bond-financed ise in g inceases in the immediate-un. Howeve, if adjusts to clea the goods maket, the inteest ate ises moe than if cleas the LF maket. Thei esults ae coect to the extent that has to incease to clea the makets. Howeve, since we have poven that thee is no distinction between the goods maket and the LF maket, the question of two diffeent inteest ates does not aise. We use Figue 6 to pove this point. We stat with a shot-un equilibium at point whee inteest ate is 3 and output is y*. n incease in g shifts the IS cuve ightwad to IS 2 leaving the LM cuve unaffected, and the new shot-un equilibium position is at point D. In this case, the distance epesents the amount the inteest ate must ise to estoe immediate-un equilibium in the LF (goods) maket.

6 JOURNL OF ECONOMICS ND FINNCE EDUCTION Volume 7 Numbe 2 Winte LM D IS = LFM IS 2 = LFM 2 y* Output Figue 6 Money-Financed Rise in g Finally, a money-financed incease in govenment expenditues calls fo an incease in the inteest ate to estoe immediate-un equilibium in the LF (goods) maket but a decease in the inteest ate to estoe equilibium in the money maket. This invalidates F&H (2005) conclusion of no change in inteest ate in the immediate-un if it is detemined in the LF maket. This is shown in Figue 7 whee the initial shot-un equilibium is at point whee the inteest ate is 3, and output is y*. ise in govenment expenditues fom g to g 2 financed by an incease in the eal money supply will shift both the IS and LM cuves to the ight. The shot-un equilibium inteest ate can be highe o lowe than initial inteest ate 3 as ecognized by F&H (2005). The vetical shifts in the IS and LM cuves detemine the change in the inteest ate unde altenative appoaches to inteest ate detemination. If the inteest ate adjusts to clea the money maket, then the inteest ate deceases fom 3 to 0 (point to point C). ut if it adjusts to clea the LF (goods) maket, the immediate-un impact will be an incease in the inteest ate fom 3 to 6 (point to point ). Conclusion F&H (2003) intoduce an unconventional definition and appoach to supply of loanable funds detemination. This pape identifies an eo in thei appoach, theeby eestablishing the conventional definition of the supply of loanable funds. Moe significantly, this pape shows that the LFM cuve of thei IS-LM-LFM model coincides with the taditional IS cuve when the coect supply of loanable funds concept is applied. s a esult, the equilibium condition of the maket fo loanable funds educes to that of the goods maket equilibium condition. Recognition of this symmety necessitates evision of the F&H (2005) esults. These include: 1. n incease in money supply has no effect on the loanable funds maket in the immediate-un. 2. bond-financed ise in govenment expenditues does not equie two diffeent inteest ates to equilibate the goods and the loanable funds makets in the immediate-un as the two makets ae synonymous. 3. money-financed incease in govenment expenditues does not leave the inteest ate unchanged in the immediate-un if it is detemined in the maket fo loanable funds. The inteest ate has to ise to clea the loanable funds maket.

7 JOURNL OF ECONOMICS ND FINNCE EDUCTION Volume 7 Numbe 2 Winte LM 6 LM 2 3 D 0 C IS = LFM IS 2 = LFM 2 y* Figue 7 Output So fa as the choice of the appoach is concened, F&H (2005) conclude: With the exception of a joint eal-financial shock, the diection of the patial equilibium impact on is the same in both the Liquidity Pefeence and Loanable Funds appoaches to inteest ate detemination. The magnitude of the impact on does, howeve, diffe in the two appoaches. In paticula, the Loanable Funds appoach esults in smalle fluctuations in the inteest ate. Howeve, when thee is a joint ealfinancial shock, even the diection of the inteest ate esponse is open to question in the appoach suggested by Y&Y. Howeve thei agument collapses when thee is no spillove fom the money maket, which we have poven to be the case. We agee with F&H (2005) that jumping back and foth between the liquidity pefeence and loanable funds appoaches in the immediate-un depending on the oigin of the distubance is not a good ecipe fo developing a coheent undestanding of inteest ate detemination. Ou suggestion is to maintain the status quo, whee the shot-un inteest ate is jointly detemined by the two appoaches while the long-un inteest ate is detemined by the loanable funds appoach. Choosing one appoach ove anothe fo immediate-un inteest ate detemination does not move us fowad as it fails to answe the question: what happens to the inteest ate in the eal wold when a ise in govenment expenditues is financed by an incease in money supply? To us, the diection of the inteest ate movement due to an extenal shock to both IS and LM cuves can sometimes be unpedictable in the immediate-un, but the dynamics of the shot-un adjustment mechanism will soon stat taking place. The inteest ate will move towad the shot-un equilibium, and we do not need to choose between appoaches any moe. Refeences Cebula, Richad R n empiical Note on the Impact of the Fedeal udget Deficit on Ex nti Real Long-Tem Inteest Rates, Southen Economic Jounal. Vol. 63 (No 4). pil Fields, T. Windso and William R. Hat What We Should (Not) Teach Students bout Inteest Rate Detemination. Jounal of Economics and Finance Education, Vol. 2 (No. 2). Winte Fields, T. Windso and William R. Hat dditional Thoughts on the Detemination of Inteest Rates in Geneal and Patial Equilibium. Jounal of Economics and Finance Education. Vol. 4 (No. 1). Summe

8 JOURNL OF ECONOMICS ND FINNCE EDUCTION Volume 7 Numbe 2 Winte Gwatney, James D., Richad N. Stoup, Russell S. Sobel, and David. Macpheson Macoeconomics: Pivate and Public Choice, 10 th ed. Olando: The Dyden Pess. Hoelsche, Gegoy P "Fedeal oowing and Shot Tem Inteest Rates." Southen Economic Jounal. Octobe Hoelsche, Gegoy P "New Evidence on Deficits and Inteest Rates." Jounal of Money, Cedit and anking. Febuay Koch, James V. and Richad J. Cebula "Fedeal udget Deficits, Inteest Rates, and Capital Flows: Note." Quately Review of Economics and Finance. Sping Mankiw, N. Gegoy Pinciples of Macoeconomics, 4 th ed. Thomson South-Westen. Thomas, Lloyd, J. and li bdeezak "nticipated Futue udget Deficits and the Tem Stuctue of Inteest Rates." Southen Economic Jounal. July Tan, Dang T. and ansi L. Sawhney "Govenment Deficits, Capital Flows, and Inteest Rates." pplied Economics. June Yang, Z. ill and Mak. Yanochik On the Detemination of Inteest Rates in Geneal and Patial Equilibium nalysis. Jounal of Economics and Finance Education, Vol. 4 (No. 1). Summe

CHAPTER 10 Aggregate Demand I

CHAPTER 10 Aggregate Demand I CHAPTR 10 Aggegate Demand I Questions fo Review 1. The Keynesian coss tells us that fiscal policy has a multiplied effect on income. The eason is that accoding to the consumption function, highe income

More information

Problem Set # 9 Solutions

Problem Set # 9 Solutions Poblem Set # 9 Solutions Chapte 12 #2 a. The invention of the new high-speed chip inceases investment demand, which shifts the cuve out. That is, at evey inteest ate, fims want to invest moe. The incease

More information

Chapter 3 Savings, Present Value and Ricardian Equivalence

Chapter 3 Savings, Present Value and Ricardian Equivalence Chapte 3 Savings, Pesent Value and Ricadian Equivalence Chapte Oveview In the pevious chapte we studied the decision of households to supply hous to the labo maket. This decision was a static decision,

More information

Controlling the Money Supply: Bond Purchases in the Open Market

Controlling the Money Supply: Bond Purchases in the Open Market Money Supply By the Bank of Canada and Inteest Rate Detemination Open Opeations and Monetay Tansmission Mechanism The Cental Bank conducts monetay policy Bank of Canada is Canada's cental bank supevises

More information

Questions for Review. By buying bonds This period you save s, next period you get s(1+r)

Questions for Review. By buying bonds This period you save s, next period you get s(1+r) MACROECONOMICS 2006 Week 5 Semina Questions Questions fo Review 1. How do consumes save in the two-peiod model? By buying bonds This peiod you save s, next peiod you get s() 2. What is the slope of a consume

More information

Open Economies. Chapter 32. A Macroeconomic Theory of the Open Economy. Basic Assumptions of a Macroeconomic Model of an Open Economy

Open Economies. Chapter 32. A Macroeconomic Theory of the Open Economy. Basic Assumptions of a Macroeconomic Model of an Open Economy Chapte 32. A Macoeconomic Theoy of the Open Economy Open Economies An open economy is one that inteacts feely with othe economies aound the wold. slide 0 slide 1 Key Macoeconomic Vaiables in an Open Economy

More information

Personal Saving Rate (S Households /Y) SAVING AND INVESTMENT. Federal Surplus or Deficit (-) Total Private Saving Rate (S Private /Y) 12/18/2009

Personal Saving Rate (S Households /Y) SAVING AND INVESTMENT. Federal Surplus or Deficit (-) Total Private Saving Rate (S Private /Y) 12/18/2009 1 Pesonal Saving Rate (S Households /Y) 2 SAVING AND INVESTMENT 16.0 14.0 12.0 10.0 80 8.0 6.0 4.0 2.0 0.0-2.0-4.0 1959 1961 1967 1969 1975 1977 1983 1985 1991 1993 1999 2001 2007 2009 Pivate Saving Rate

More information

Things to Remember. r Complete all of the sections on the Retirement Benefit Options form that apply to your request.

Things to Remember. r Complete all of the sections on the Retirement Benefit Options form that apply to your request. Retiement Benefit 1 Things to Remembe Complete all of the sections on the Retiement Benefit fom that apply to you equest. If this is an initial equest, and not a change in a cuent distibution, emembe to

More information

Definitions and terminology

Definitions and terminology I love the Case & Fai textbook but it is out of date with how monetay policy woks today. Please use this handout to supplement the chapte on monetay policy. The textbook assumes that the Fedeal Reseve

More information

Financing Terms in the EOQ Model

Financing Terms in the EOQ Model Financing Tems in the EOQ Model Habone W. Stuat, J. Columbia Business School New Yok, NY 1007 hws7@columbia.edu August 6, 004 1 Intoduction This note discusses two tems that ae often omitted fom the standad

More information

STUDENT RESPONSE TO ANNUITY FORMULA DERIVATION

STUDENT RESPONSE TO ANNUITY FORMULA DERIVATION Page 1 STUDENT RESPONSE TO ANNUITY FORMULA DERIVATION C. Alan Blaylock, Hendeson State Univesity ABSTRACT This pape pesents an intuitive appoach to deiving annuity fomulas fo classoom use and attempts

More information

FI3300 Corporate Finance

FI3300 Corporate Finance Leaning Objectives FI00 Copoate Finance Sping Semeste 2010 D. Isabel Tkatch Assistant Pofesso of Finance Calculate the PV and FV in multi-peiod multi-cf time-value-of-money poblems: Geneal case Pepetuity

More information

Concept and Experiences on using a Wiki-based System for Software-related Seminar Papers

Concept and Experiences on using a Wiki-based System for Software-related Seminar Papers Concept and Expeiences on using a Wiki-based System fo Softwae-elated Semina Papes Dominik Fanke and Stefan Kowalewski RWTH Aachen Univesity, 52074 Aachen, Gemany, {fanke, kowalewski}@embedded.wth-aachen.de,

More information

How Much Should a Firm Borrow. Effect of tax shields. Capital Structure Theory. Capital Structure & Corporate Taxes

How Much Should a Firm Borrow. Effect of tax shields. Capital Structure Theory. Capital Structure & Corporate Taxes How Much Should a Fim Boow Chapte 19 Capital Stuctue & Copoate Taxes Financial Risk - Risk to shaeholdes esulting fom the use of debt. Financial Leveage - Incease in the vaiability of shaeholde etuns that

More information

Semipartial (Part) and Partial Correlation

Semipartial (Part) and Partial Correlation Semipatial (Pat) and Patial Coelation his discussion boows heavily fom Applied Multiple egession/coelation Analysis fo the Behavioal Sciences, by Jacob and Paticia Cohen (975 edition; thee is also an updated

More information

Firstmark Credit Union Commercial Loan Department

Firstmark Credit Union Commercial Loan Department Fistmak Cedit Union Commecial Loan Depatment Thank you fo consideing Fistmak Cedit Union as a tusted souce to meet the needs of you business. Fistmak Cedit Union offes a wide aay of business loans and

More information

Ilona V. Tregub, ScD., Professor

Ilona V. Tregub, ScD., Professor Investment Potfolio Fomation fo the Pension Fund of Russia Ilona V. egub, ScD., Pofesso Mathematical Modeling of Economic Pocesses Depatment he Financial Univesity unde the Govenment of the Russian Fedeation

More information

An Introduction to Omega

An Introduction to Omega An Intoduction to Omega Con Keating and William F. Shadwick These distibutions have the same mean and vaiance. Ae you indiffeent to thei isk-ewad chaacteistics? The Finance Development Cente 2002 1 Fom

More information

Chapter 11: Aggregate Demand II, Applying the IS-LM Model Th LM t

Chapter 11: Aggregate Demand II, Applying the IS-LM Model Th LM t Equilibium in the - model The cuve epesents equilibium in the goods maket. Chapte :, Applying the - Model Th t C ( T) I( ) G The cuve epesents money maket equilibium. M L(, ) The intesection detemines

More information

Converting knowledge Into Practice

Converting knowledge Into Practice Conveting knowledge Into Pactice Boke Nightmae srs Tend Ride By Vladimi Ribakov Ceato of Pips Caie 20 of June 2010 2 0 1 0 C o p y i g h t s V l a d i m i R i b a k o v 1 Disclaime and Risk Wanings Tading

More information

Continuous Compounding and Annualization

Continuous Compounding and Annualization Continuous Compounding and Annualization Philip A. Viton Januay 11, 2006 Contents 1 Intoduction 1 2 Continuous Compounding 2 3 Pesent Value with Continuous Compounding 4 4 Annualization 5 5 A Special Poblem

More information

The Predictive Power of Dividend Yields for Stock Returns: Risk Pricing or Mispricing?

The Predictive Power of Dividend Yields for Stock Returns: Risk Pricing or Mispricing? The Pedictive Powe of Dividend Yields fo Stock Retuns: Risk Picing o Mispicing? Glenn Boyle Depatment of Economics and Finance Univesity of Cantebuy Yanhui Li Depatment of Economics and Finance Univesity

More information

UNIT CIRCLE TRIGONOMETRY

UNIT CIRCLE TRIGONOMETRY UNIT CIRCLE TRIGONOMETRY The Unit Cicle is the cicle centeed at the oigin with adius unit (hence, the unit cicle. The equation of this cicle is + =. A diagam of the unit cicle is shown below: + = - - -

More information

MULTIPLE SOLUTIONS OF THE PRESCRIBED MEAN CURVATURE EQUATION

MULTIPLE SOLUTIONS OF THE PRESCRIBED MEAN CURVATURE EQUATION MULTIPLE SOLUTIONS OF THE PRESCRIBED MEAN CURVATURE EQUATION K.C. CHANG AND TAN ZHANG In memoy of Pofesso S.S. Chen Abstact. We combine heat flow method with Mose theoy, supe- and subsolution method with

More information

Comparing Availability of Various Rack Power Redundancy Configurations

Comparing Availability of Various Rack Power Redundancy Configurations Compaing Availability of Vaious Rack Powe Redundancy Configuations By Victo Avela White Pape #48 Executive Summay Tansfe switches and dual-path powe distibution to IT equipment ae used to enhance the availability

More information

Episode 401: Newton s law of universal gravitation

Episode 401: Newton s law of universal gravitation Episode 401: Newton s law of univesal gavitation This episode intoduces Newton s law of univesal gavitation fo point masses, and fo spheical masses, and gets students pactising calculations of the foce

More information

Comparing Availability of Various Rack Power Redundancy Configurations

Comparing Availability of Various Rack Power Redundancy Configurations Compaing Availability of Vaious Rack Powe Redundancy Configuations White Pape 48 Revision by Victo Avela > Executive summay Tansfe switches and dual-path powe distibution to IT equipment ae used to enhance

More information

AMB111F Financial Maths Notes

AMB111F Financial Maths Notes AMB111F Financial Maths Notes Compound Inteest and Depeciation Compound Inteest: Inteest computed on the cuent amount that inceases at egula intevals. Simple inteest: Inteest computed on the oiginal fixed

More information

2 r2 θ = r2 t. (3.59) The equal area law is the statement that the term in parentheses,

2 r2 θ = r2 t. (3.59) The equal area law is the statement that the term in parentheses, 3.4. KEPLER S LAWS 145 3.4 Keple s laws You ae familia with the idea that one can solve some mechanics poblems using only consevation of enegy and (linea) momentum. Thus, some of what we see as objects

More information

The impact of migration on the provision. of UK public services (SRG.10.039.4) Final Report. December 2011

The impact of migration on the provision. of UK public services (SRG.10.039.4) Final Report. December 2011 The impact of migation on the povision of UK public sevices (SRG.10.039.4) Final Repot Decembe 2011 The obustness The obustness of the analysis of the is analysis the esponsibility is the esponsibility

More information

The LCOE is defined as the energy price ($ per unit of energy output) for which the Net Present Value of the investment is zero.

The LCOE is defined as the energy price ($ per unit of energy output) for which the Net Present Value of the investment is zero. Poject Decision Metics: Levelized Cost of Enegy (LCOE) Let s etun to ou wind powe and natual gas powe plant example fom ealie in this lesson. Suppose that both powe plants wee selling electicity into the

More information

Software Engineering and Development

Software Engineering and Development I T H E A 67 Softwae Engineeing and Development SOFTWARE DEVELOPMENT PROCESS DYNAMICS MODELING AS STATE MACHINE Leonid Lyubchyk, Vasyl Soloshchuk Abstact: Softwae development pocess modeling is gaining

More information

A framework for the selection of enterprise resource planning (ERP) system based on fuzzy decision making methods

A framework for the selection of enterprise resource planning (ERP) system based on fuzzy decision making methods A famewok fo the selection of entepise esouce planning (ERP) system based on fuzzy decision making methods Omid Golshan Tafti M.s student in Industial Management, Univesity of Yazd Omidgolshan87@yahoo.com

More information

Chris J. Skinner The probability of identification: applying ideas from forensic statistics to disclosure risk assessment

Chris J. Skinner The probability of identification: applying ideas from forensic statistics to disclosure risk assessment Chis J. Skinne The pobability of identification: applying ideas fom foensic statistics to disclosue isk assessment Aticle (Accepted vesion) (Refeeed) Oiginal citation: Skinne, Chis J. (2007) The pobability

More information

est using the formula I = Prt, where I is the interest earned, P is the principal, r is the interest rate, and t is the time in years.

est using the formula I = Prt, where I is the interest earned, P is the principal, r is the interest rate, and t is the time in years. 9.2 Inteest Objectives 1. Undestand the simple inteest fomula. 2. Use the compound inteest fomula to find futue value. 3. Solve the compound inteest fomula fo diffeent unknowns, such as the pesent value,

More information

Intertemporal Macroeconomics

Intertemporal Macroeconomics Intetempoal Macoeconomics Genot Doppelhofe* May 2009 Fothcoming in J. McCombie and N. Allington (eds.), Cambidge Essays in Applied Economics, Cambidge UP This chapte eviews models of intetempoal choice

More information

The Role of Gravity in Orbital Motion

The Role of Gravity in Orbital Motion ! The Role of Gavity in Obital Motion Pat of: Inquiy Science with Datmouth Developed by: Chistophe Caoll, Depatment of Physics & Astonomy, Datmouth College Adapted fom: How Gavity Affects Obits (Ohio State

More information

Channel selection in e-commerce age: A strategic analysis of co-op advertising models

Channel selection in e-commerce age: A strategic analysis of co-op advertising models Jounal of Industial Engineeing and Management JIEM, 013 6(1):89-103 Online ISSN: 013-0953 Pint ISSN: 013-843 http://dx.doi.og/10.396/jiem.664 Channel selection in e-commece age: A stategic analysis of

More information

PAN STABILITY TESTING OF DC CIRCUITS USING VARIATIONAL METHODS XVIII - SPETO - 1995. pod patronatem. Summary

PAN STABILITY TESTING OF DC CIRCUITS USING VARIATIONAL METHODS XVIII - SPETO - 1995. pod patronatem. Summary PCE SEMINIUM Z PODSTW ELEKTOTECHNIKI I TEOII OBWODÓW 8 - TH SEMIN ON FUNDMENTLS OF ELECTOTECHNICS ND CICUIT THEOY ZDENĚK BIOLEK SPŠE OŽNO P.., CZECH EPUBLIC DLIBO BIOLEK MILITY CDEMY, BNO, CZECH EPUBLIC

More information

Mechanics 1: Motion in a Central Force Field

Mechanics 1: Motion in a Central Force Field Mechanics : Motion in a Cental Foce Field We now stud the popeties of a paticle of (constant) ass oving in a paticula tpe of foce field, a cental foce field. Cental foces ae ve ipotant in phsics and engineeing.

More information

The Binomial Distribution

The Binomial Distribution The Binomial Distibution A. It would be vey tedious if, evey time we had a slightly diffeent poblem, we had to detemine the pobability distibutions fom scatch. Luckily, thee ae enough similaities between

More information

Rune Stenbacka Tuomas Takalo. Switching costs and financial stability

Rune Stenbacka Tuomas Takalo. Switching costs and financial stability Rune Stenbacka Tuomas Takalo Switching costs and financial stability ank of Finland Reseach Discussion Pape 06 SWITCING COSTS ND FINNCIL STILITY* Rune Stenbacka** Tuomas Takalo*** 4 Januay 06 We establish

More information

Ignorance is not bliss when it comes to knowing credit score

Ignorance is not bliss when it comes to knowing credit score NET GAIN Scoing points fo you financial futue AS SEEN IN USA TODAY SEPTEMBER 28, 2004 Ignoance is not bliss when it comes to knowing cedit scoe By Sanda Block USA TODAY Fom Alabama comes eassuing news

More information

CONCEPT OF TIME AND VALUE OFMONEY. Simple and Compound interest

CONCEPT OF TIME AND VALUE OFMONEY. Simple and Compound interest CONCEPT OF TIME AND VALUE OFMONEY Simple and Compound inteest What is the futue value of shs 10,000 invested today to ean an inteest of 12% pe annum inteest payable fo 10 yeas and is compounded; a. Annually

More information

An Efficient Group Key Agreement Protocol for Ad hoc Networks

An Efficient Group Key Agreement Protocol for Ad hoc Networks An Efficient Goup Key Ageement Potocol fo Ad hoc Netwoks Daniel Augot, Raghav haska, Valéie Issany and Daniele Sacchetti INRIA Rocquencout 78153 Le Chesnay Fance {Daniel.Augot, Raghav.haska, Valéie.Issany,

More information

Physics 235 Chapter 5. Chapter 5 Gravitation

Physics 235 Chapter 5. Chapter 5 Gravitation Chapte 5 Gavitation In this Chapte we will eview the popeties of the gavitational foce. The gavitational foce has been discussed in geat detail in you intoductoy physics couses, and we will pimaily focus

More information

9.5 Amortization. Objectives

9.5 Amortization. Objectives 9.5 Aotization Objectives 1. Calculate the payent to pay off an aotized loan. 2. Constuct an aotization schedule. 3. Find the pesent value of an annuity. 4. Calculate the unpaid balance on a loan. Congatulations!

More information

Carter-Penrose diagrams and black holes

Carter-Penrose diagrams and black holes Cate-Penose diagams and black holes Ewa Felinska The basic intoduction to the method of building Penose diagams has been pesented, stating with obtaining a Penose diagam fom Minkowski space. An example

More information

Money Market Funds Intermediation and Bank Instability

Money Market Funds Intermediation and Bank Instability Fedeal Reseve Bank of New Yok Staff Repots Money Maket Funds Intemediation and Bank Instability Maco Cipiani Antoine Matin Buno M. Paigi Staff Repot No. 599 Febuay 013 Revised May 013 This pape pesents

More information

Optimal Capital Structure with Endogenous Bankruptcy:

Optimal Capital Structure with Endogenous Bankruptcy: Univesity of Pisa Ph.D. Pogam in Mathematics fo Economic Decisions Leonado Fibonacci School cotutelle with Institut de Mathématique de Toulouse Ph.D. Dissetation Optimal Capital Stuctue with Endogenous

More information

Coordinate Systems L. M. Kalnins, March 2009

Coordinate Systems L. M. Kalnins, March 2009 Coodinate Sstems L. M. Kalnins, Mach 2009 Pupose of a Coodinate Sstem The pupose of a coodinate sstem is to uniquel detemine the position of an object o data point in space. B space we ma liteall mean

More information

Promised Lead-Time Contracts Under Asymmetric Information

Promised Lead-Time Contracts Under Asymmetric Information OPERATIONS RESEARCH Vol. 56, No. 4, July August 28, pp. 898 915 issn 3-364X eissn 1526-5463 8 564 898 infoms doi 1.1287/ope.18.514 28 INFORMS Pomised Lead-Time Contacts Unde Asymmetic Infomation Holly

More information

Lab #7: Energy Conservation

Lab #7: Energy Conservation Lab #7: Enegy Consevation Photo by Kallin http://www.bungeezone.com/pics/kallin.shtml Reading Assignment: Chapte 7 Sections 1,, 3, 5, 6 Chapte 8 Sections 1-4 Intoduction: Pehaps one of the most unusual

More information

Spirotechnics! September 7, 2011. Amanda Zeringue, Michael Spannuth and Amanda Zeringue Dierential Geometry Project

Spirotechnics! September 7, 2011. Amanda Zeringue, Michael Spannuth and Amanda Zeringue Dierential Geometry Project Spiotechnics! Septembe 7, 2011 Amanda Zeingue, Michael Spannuth and Amanda Zeingue Dieential Geomety Poject 1 The Beginning The geneal consensus of ou goup began with one thought: Spiogaphs ae awesome.

More information

Database Management Systems

Database Management Systems Contents Database Management Systems (COP 5725) D. Makus Schneide Depatment of Compute & Infomation Science & Engineeing (CISE) Database Systems Reseach & Development Cente Couse Syllabus 1 Sping 2012

More information

How to create RAID 1 mirroring with a hard disk that already has data or an operating system on it

How to create RAID 1 mirroring with a hard disk that already has data or an operating system on it AnswesThatWok TM How to set up a RAID1 mio with a dive which aleady has Windows installed How to ceate RAID 1 mioing with a had disk that aleady has data o an opeating system on it Date Company PC / Seve

More information

Define What Type of Trader Are you?

Define What Type of Trader Are you? Define What Type of Tade Ae you? Boke Nightmae srs Tend Ride By Vladimi Ribakov Ceato of Pips Caie 20 of June 2010 1 Disclaime and Risk Wanings Tading any financial maket involves isk. The content of this

More information

The transport performance evaluation system building of logistics enterprises

The transport performance evaluation system building of logistics enterprises Jounal of Industial Engineeing and Management JIEM, 213 6(4): 194-114 Online ISSN: 213-953 Pint ISSN: 213-8423 http://dx.doi.og/1.3926/jiem.784 The tanspot pefomance evaluation system building of logistics

More information

Gravitational Mechanics of the Mars-Phobos System: Comparing Methods of Orbital Dynamics Modeling for Exploratory Mission Planning

Gravitational Mechanics of the Mars-Phobos System: Comparing Methods of Orbital Dynamics Modeling for Exploratory Mission Planning Gavitational Mechanics of the Mas-Phobos System: Compaing Methods of Obital Dynamics Modeling fo Exploatoy Mission Planning Alfedo C. Itualde The Pennsylvania State Univesity, Univesity Pak, PA, 6802 This

More information

2. TRIGONOMETRIC FUNCTIONS OF GENERAL ANGLES

2. TRIGONOMETRIC FUNCTIONS OF GENERAL ANGLES . TRIGONOMETRIC FUNCTIONS OF GENERAL ANGLES In ode to etend the definitions of the si tigonometic functions to geneal angles, we shall make use of the following ideas: In a Catesian coodinate sstem, an

More information

Towards Realizing a Low Cost and Highly Available Datacenter Power Infrastructure

Towards Realizing a Low Cost and Highly Available Datacenter Power Infrastructure Towads Realizing a Low Cost and Highly Available Datacente Powe Infastuctue Siam Govindan, Di Wang, Lydia Chen, Anand Sivasubamaniam, and Bhuvan Ugaonka The Pennsylvania State Univesity. IBM Reseach Zuich

More information

How To Find The Optimal Stategy For Buying Life Insuance

How To Find The Optimal Stategy For Buying Life Insuance Life Insuance Puchasing to Reach a Bequest Ehan Bayakta Depatment of Mathematics, Univesity of Michigan Ann Abo, Michigan, USA, 48109 S. David Pomislow Depatment of Mathematics, Yok Univesity Toonto, Ontaio,

More information

Referral service and customer incentive in online retail supply Chain

Referral service and customer incentive in online retail supply Chain Refeal sevice and custome incentive in online etail supply Chain Y. G. Chen 1, W. Y. Zhang, S. Q. Yang 3, Z. J. Wang 4 and S. F. Chen 5 1,,3,4 School of Infomation Zhejiang Univesity of Finance and Economics

More information

Nontrivial lower bounds for the least common multiple of some finite sequences of integers

Nontrivial lower bounds for the least common multiple of some finite sequences of integers J. Numbe Theoy, 15 (007), p. 393-411. Nontivial lowe bounds fo the least common multiple of some finite sequences of integes Bai FARHI bai.fahi@gmail.com Abstact We pesent hee a method which allows to

More information

Saving and Investing for Early Retirement: A Theoretical Analysis

Saving and Investing for Early Retirement: A Theoretical Analysis Saving and Investing fo Ealy Retiement: A Theoetical Analysis Emmanuel Fahi MIT Stavos Panageas Whaton Fist Vesion: Mach, 23 This Vesion: Januay, 25 E. Fahi: MIT Depatment of Economics, 5 Memoial Dive,

More information

CONCEPTUAL FRAMEWORK FOR DEVELOPING AND VERIFICATION OF ATTRIBUTION MODELS. ARITHMETIC ATTRIBUTION MODELS

CONCEPTUAL FRAMEWORK FOR DEVELOPING AND VERIFICATION OF ATTRIBUTION MODELS. ARITHMETIC ATTRIBUTION MODELS CONCEPUAL FAMEOK FO DEVELOPING AND VEIFICAION OF AIBUION MODELS. AIHMEIC AIBUION MODELS Yui K. Shestopaloff, is Diecto of eseach & Deelopment at SegmentSoft Inc. He is a Docto of Sciences and has a Ph.D.

More information

Over-encryption: Management of Access Control Evolution on Outsourced Data

Over-encryption: Management of Access Control Evolution on Outsourced Data Ove-encyption: Management of Access Contol Evolution on Outsouced Data Sabina De Capitani di Vimecati DTI - Univesità di Milano 26013 Cema - Italy decapita@dti.unimi.it Stefano Paaboschi DIIMM - Univesità

More information

Exam #1 Review Answers

Exam #1 Review Answers xam #1 Review Answes 1. Given the following pobability distibution, calculate the expected etun, vaiance and standad deviation fo Secuity J. State Pob (R) 1 0.2 10% 2 0.6 15 3 0.2 20 xpected etun = 0.2*10%

More information

YIELD TO MATURITY ACCRUED INTEREST QUOTED PRICE INVOICE PRICE

YIELD TO MATURITY ACCRUED INTEREST QUOTED PRICE INVOICE PRICE YIELD TO MATURITY ACCRUED INTEREST QUOTED PRICE INVOICE PRICE Septembe 1999 Quoted Rate Teasuy Bills [Called Banke's Discount Rate] d = [ P 1 - P 1 P 0 ] * 360 [ N ] d = Bankes discount yield P 1 = face

More information

COMPLYING WITH THE DRUG-FREE SCHOOLS AND CAMPUSES REGULATIONS

COMPLYING WITH THE DRUG-FREE SCHOOLS AND CAMPUSES REGULATIONS Highe Education Cente fo Alcohol and Othe Dug Abuse and Violence Pevention Education Development Cente, Inc. 55 Chapel Steet Newton, MA 02458-1060 COMPLYING WITH THE DRUG-FREE SCHOOLS AND CAMPUSES REGULATIONS

More information

A Note on Risky Bond Valuation

A Note on Risky Bond Valuation A Note on Risky Bond Valuation C. H. Hui Banking Poliy Depatment Hong Kong Monetay Authoity 0th Floo,, Gaden Road, Hong Kong Email: Cho-Hoi_Hui@hkma.gov.hk C. F. Lo Physis Depatment The Chinese Univesity

More information

Experiment 6: Centripetal Force

Experiment 6: Centripetal Force Name Section Date Intoduction Expeiment 6: Centipetal oce This expeiment is concened with the foce necessay to keep an object moving in a constant cicula path. Accoding to Newton s fist law of motion thee

More information

CIES Discussion Paper

CIES Discussion Paper CIES Discussion Pape No. 99/15 Univesity of Adelaide Adelaide SA 5005 Austalia A KRUGMAN-DOOLEY-SACHS THIRD GENERATION MODEL OF THE ASIAN FINANCIAL CRISIS Gego Iwin and David Vines August 1999 2 CENTRE

More information

HEALTHCARE INTEGRATION BASED ON CLOUD COMPUTING

HEALTHCARE INTEGRATION BASED ON CLOUD COMPUTING U.P.B. Sci. Bull., Seies C, Vol. 77, Iss. 2, 2015 ISSN 2286-3540 HEALTHCARE INTEGRATION BASED ON CLOUD COMPUTING Roxana MARCU 1, Dan POPESCU 2, Iulian DANILĂ 3 A high numbe of infomation systems ae available

More information

Chapter 7: Equilibrium in the Flexible Price Model

Chapter 7: Equilibrium in the Flexible Price Model Copyight MHHE 2005 Chapte 7: Equilibium in the Flexible Pice Model knowing what has happened to consumption spending. But consumption spending depends on income, which in tun depends on the levels o net

More information

Experimentation under Uninsurable Idiosyncratic Risk: An Application to Entrepreneurial Survival

Experimentation under Uninsurable Idiosyncratic Risk: An Application to Entrepreneurial Survival Expeimentation unde Uninsuable Idiosyncatic Risk: An Application to Entepeneuial Suvival Jianjun Miao and Neng Wang May 28, 2007 Abstact We popose an analytically tactable continuous-time model of expeimentation

More information

Instructions to help you complete your enrollment form for HPHC's Medicare Supplemental Plan

Instructions to help you complete your enrollment form for HPHC's Medicare Supplemental Plan Instuctions to help you complete you enollment fom fo HPHC's Medicae Supplemental Plan Thank you fo applying fo membeship to HPHC s Medicae Supplement plan. Pio to submitting you enollment fom fo pocessing,

More information

ON THE (Q, R) POLICY IN PRODUCTION-INVENTORY SYSTEMS

ON THE (Q, R) POLICY IN PRODUCTION-INVENTORY SYSTEMS ON THE R POLICY IN PRODUCTION-INVENTORY SYSTEMS Saifallah Benjaafa and Joon-Seok Kim Depatment of Mechanical Engineeing Univesity of Minnesota Minneapolis MN 55455 Abstact We conside a poduction-inventoy

More information

FXA 2008. Candidates should be able to : Describe how a mass creates a gravitational field in the space around it.

FXA 2008. Candidates should be able to : Describe how a mass creates a gravitational field in the space around it. Candidates should be able to : Descibe how a mass ceates a gavitational field in the space aound it. Define gavitational field stength as foce pe unit mass. Define and use the peiod of an object descibing

More information

Valuation of Floating Rate Bonds 1

Valuation of Floating Rate Bonds 1 Valuation of Floating Rate onds 1 Joge uz Lopez us 316: Deivative Secuities his note explains how to value plain vanilla floating ate bonds. he pupose of this note is to link the concepts that you leaned

More information

GESTÃO FINANCEIRA II PROBLEM SET 1 - SOLUTIONS

GESTÃO FINANCEIRA II PROBLEM SET 1 - SOLUTIONS GESTÃO FINANCEIRA II PROBLEM SET 1 - SOLUTIONS (FROM BERK AND DEMARZO S CORPORATE FINANCE ) LICENCIATURA UNDERGRADUATE COURSE 1 ST SEMESTER 2010-2011 Chapte 1 The Copoation 1-13. What is the diffeence

More information

AN IMPLEMENTATION OF BINARY AND FLOATING POINT CHROMOSOME REPRESENTATION IN GENETIC ALGORITHM

AN IMPLEMENTATION OF BINARY AND FLOATING POINT CHROMOSOME REPRESENTATION IN GENETIC ALGORITHM AN IMPLEMENTATION OF BINARY AND FLOATING POINT CHROMOSOME REPRESENTATION IN GENETIC ALGORITHM Main Golub Faculty of Electical Engineeing and Computing, Univesity of Zageb Depatment of Electonics, Micoelectonics,

More information

Gauss Law. Physics 231 Lecture 2-1

Gauss Law. Physics 231 Lecture 2-1 Gauss Law Physics 31 Lectue -1 lectic Field Lines The numbe of field lines, also known as lines of foce, ae elated to stength of the electic field Moe appopiately it is the numbe of field lines cossing

More information

SUGGESTED SOLUTIONS. 21404 Strategic Financial Management. CA Professional (Strategic Level II) Examination June 2014

SUGGESTED SOLUTIONS. 21404 Strategic Financial Management. CA Professional (Strategic Level II) Examination June 2014 SUGGESTED SOLUTIONS 21404 Stategic Financial Management CA Pofessional (Stategic Level II) Examination June 2014 THE INSTITUTE OF CHARTERED ACCOUNTANTS OF SRI LANKA All Rights Reseved Answe No. 01 (a)

More information

A Capacitated Commodity Trading Model with Market Power

A Capacitated Commodity Trading Model with Market Power A Capacitated Commodity Tading Model with Maket Powe Victo Matínez-de-Albéniz Josep Maia Vendell Simón IESE Business School, Univesity of Navaa, Av. Peason 1, 08034 Bacelona, Spain VAlbeniz@iese.edu JMVendell@iese.edu

More information

Regulatory requirements and commercial banks' lending rate: some theoretical perspectives

Regulatory requirements and commercial banks' lending rate: some theoretical perspectives Saat C. hal (India ans and an Systems, Volume 5, Issue 2, 200 Regulatoy equiements and commecial bans' lending ate: some theoetical pespectives Abstact This pape demonstates theoetically how the egulatoy

More information

How do investments in heat pumps affect household energy consumption?

How do investments in heat pumps affect household energy consumption? Discussion Papes Statistics Noway Reseach depatment No. 737 Apil 203 Bente Halvosen and Bodil Meethe Lasen How do investments in heat pumps affect household enegy consumption? Discussion Papes No. 737,

More information

Trading Volume and Serial Correlation in Stock Returns in Pakistan. Abstract

Trading Volume and Serial Correlation in Stock Returns in Pakistan. Abstract Tading Volume and Seial Coelation in Stock Retuns in Pakistan Khalid Mustafa Assistant Pofesso Depatment of Economics, Univesity of Kaachi e-mail: khalidku@yahoo.com and Mohammed Nishat Pofesso and Chaiman,

More information

Contingent capital with repeated interconversion between debt and equity

Contingent capital with repeated interconversion between debt and equity Contingent capital with epeated inteconvesion between debt and equity Zhaojun Yang 1, Zhiming Zhao School of Finance and Statistics, Hunan Univesity, Changsha 410079, China Abstact We develop a new type

More information

Data Center Demand Response: Avoiding the Coincident Peak via Workload Shifting and Local Generation

Data Center Demand Response: Avoiding the Coincident Peak via Workload Shifting and Local Generation (213) 1 28 Data Cente Demand Response: Avoiding the Coincident Peak via Wokload Shifting and Local Geneation Zhenhua Liu 1, Adam Wieman 1, Yuan Chen 2, Benjamin Razon 1, Niangjun Chen 1 1 Califonia Institute

More information

A THEORY OF NET DEBT AND TRANSFERABLE HUMAN CAPITAL

A THEORY OF NET DEBT AND TRANSFERABLE HUMAN CAPITAL A THEORY OF NET DEBT AND TRANSFERABLE HUMAN CAPITAL Bat M. Lambecht Lancaste Univesity Management School Gzegoz Pawlina Lancaste Univesity Management School Abstact Taditional theoies of capital stuctue

More information

Explicit, analytical solution of scaling quantum graphs. Abstract

Explicit, analytical solution of scaling quantum graphs. Abstract Explicit, analytical solution of scaling quantum gaphs Yu. Dabaghian and R. Blümel Depatment of Physics, Wesleyan Univesity, Middletown, CT 06459-0155, USA E-mail: ydabaghian@wesleyan.edu (Januay 6, 2003)

More information

Basic Financial Mathematics

Basic Financial Mathematics Financial Engineeing and Computations Basic Financial Mathematics Dai, Tian-Shy Outline Time Value of Money Annuities Amotization Yields Bonds Time Value of Money PV + n = FV (1 + FV: futue value = PV

More information

Strategic Asset Allocation and the Role of Alternative Investments

Strategic Asset Allocation and the Role of Alternative Investments Stategic Asset Allocation and the Role of Altenative Investments DOUGLAS CUMMING *, LARS HELGE HAß, DENIS SCHWEIZER Abstact We intoduce a famewok fo stategic asset allocation with altenative investments.

More information

Efficient Redundancy Techniques for Latency Reduction in Cloud Systems

Efficient Redundancy Techniques for Latency Reduction in Cloud Systems Efficient Redundancy Techniques fo Latency Reduction in Cloud Systems 1 Gaui Joshi, Emina Soljanin, and Gegoy Wonell Abstact In cloud computing systems, assigning a task to multiple seves and waiting fo

More information

Uncertain Version Control in Open Collaborative Editing of Tree-Structured Documents

Uncertain Version Control in Open Collaborative Editing of Tree-Structured Documents Uncetain Vesion Contol in Open Collaboative Editing of Tee-Stuctued Documents M. Lamine Ba Institut Mines Télécom; Télécom PaisTech; LTCI Pais, Fance mouhamadou.ba@ telecom-paistech.f Talel Abdessalem

More information

Financial Planning and Risk-return profiles

Financial Planning and Risk-return profiles Financial Planning and Risk-etun pofiles Stefan Gaf, Alexande Kling und Jochen Russ Pepint Seies: 2010-16 Fakultät fü Mathematik und Witschaftswissenschaften UNIERSITÄT ULM Financial Planning and Risk-etun

More information

Research and the Approval Process

Research and the Approval Process Reseach and the Appoval Pocess Emeic Heny y Maco Ottaviani z Febuay 2014 Abstact An agent sequentially collects infomation to obtain a pincipal s appoval, such as a phamaceutical company seeking FDA appoval

More information

Transmittal 198 Date: DECEMBER 9, 2005. SUBJECT: Termination of the Existing Eligibility-File Based Crossover Process at All Medicare Contractors

Transmittal 198 Date: DECEMBER 9, 2005. SUBJECT: Termination of the Existing Eligibility-File Based Crossover Process at All Medicare Contractors anual ystem Depatment of ealth & uman evices (D) entes fo edicae & Pub 100-20 One-Time Notification edicaid evices () Tansmittal 198 Date: DEEBE 9, 2005 hange equest 4231 UBJET: Temination of the Existing

More information

Patent renewals and R&D incentives

Patent renewals and R&D incentives RAND Jounal of Economics Vol. 30, No., Summe 999 pp. 97 3 Patent enewals and R&D incentives Fancesca Conelli* and Mak Schankeman** In a model with moal hazad and asymmetic infomation, we show that it can

More information