Ninth INFORUM World Conference th th September 2001 Gerzensee (Switzerland) The analysis of welfare effects in INTIMO Rossella Bardazzi
|
|
- Alannah Hardy
- 7 years ago
- Views:
Transcription
1 Nnth INFORUM World Conference th th 9-16 September 2001 Gerzensee (Swtzerland) The analyss of welfare effects n INTIMO Rossella Bardazz Ths paper deals wth the analyss of welfare effects for an EU member state brought by the Eastern enlargement of the EU. We wll try to answer the tradtonal mcroeconomc queston: what amount of compensaton would the consumers requre n order to forego the change brought by the enlargement? (...) The assessment of ths pont provded by our multsectoral model INTIMO s very detaled because t produces both the sectoral prce ndexes, the composton of personal consumpton and the dstrbuton of personal ncome. However, the quanttatve analyss of the welfare ssue wth ths tool rases some problems descrbed n the followng paragraphs. A soluton s proposed and an estmaton of welfare effects for some polcy scenaros s presented. The ssue When we approached the problem from a practcal pont of vew, we found that the soluton was not so straghtforward as we thought. In fact, t was somethng that we had never studed before wth our model. 1 In the basc lterature of welfare economcs, we found dfferent ways to deal wth ths ssue. The answer to the queston asked above ( what amount of compensaton would the consumers requre n order to forego the change brought by the enlargement? ) mples the computaton of equvalent varaton (EV). Ths measure uses the base year prces and asks what ncome change at these prces would be equvalent to the proposed change n terms of ts mpact on utlty. Equvalently, t can be thought as the mnmum amount of ncome the consumer would be wllng to accept n order to forgo the move from stuaton 1 to stuaton 2. An alternatve welfare measure s the compensatng varaton (CV). It uses the new (smulated) prces as the base and asks what ncome change would be necessary to compensate the consumer for the prce change (compensaton take place after some change, so the compensatng varaton uses the after-change prces). Both of these numbers are reasonable measures of the welfare effect of a prce change. Ther magntude wll generally dffer because t wll depend on what the relevant prces are, but ther sgn wll always be the same. Whch measure s the most approprate depends on what queston we are tryng to answer. If we are smply tryng to get a reasonable measure of wllngness to pay, the equvalent varaton s probably better for two reasons. Frst, the EV measures the ncome change at current prces, and t s much easer to judge the value of money at current prces than at some hypothetcal prces. Second, f we are comparng more than one proposed polcy scenaro, the 1 Ths secton s based upon the analyss of welfare measures presented by Boadway and Bruce (1984).
2 compensatng varaton uses dfferent base prces for each new scenaro whle the equvalent varatons keeps the base prces fxed at the status quo. Thus the EV s more sutable for comparsons among a varety of scenaros (see Varan, 1992). Dffcultes may arse n the practcal applcaton of these measures. Frst of all, the nformaton requred to obtan exact measures of welfare change, such as CV or EV, s very demandng. Hence t s often necessary to resort to emprcal approxmatons n appled work. Moreover, these are measures of the change n the well-beng for an ndvdual household between two stuatons where, for smplcty, the two stuatons refer to dfferent bundles of commodtes consumed. The adaptaton of welfare change measures for a sngle household to welfare change measures for the economy as a whole requres both some approxmatons to make the measures emprcally applcable, and some value judgments to enable one to go from snglehousehold measures to many-household aggregates. As for the frst knd of problem, a common procedure to construct approxmatons to EV or CV s to compute quantty ndces. Quantty ndces are ntended to ndcate n one summary measure how much the quanttes consumed have changed between the two stuatons. The two methods commonly used are the Laspeyres quantty ndex Q L and the Paasche quantty ndex Q P, defned as follows: Q L j p 1 x 2 j p 1 x 1 Q P j p 2 x 2 j p 2 x 1 The Laspeyres quantty ndex s the weghted rato of quanttes consumed n the two perods, where the weghts are the ntal prces. The Paasche quantty ndex uses the new prces. An alternatve way of lookng these ndces s to wrte them n the followng level form: j p 1 x 2 & j p 1 x 1 j p 1 )x. EV j p 2 x 2 & j p 2 x 1 j p 2 )x. CV In the level form these ndces are frst order approxmatons of Equvalent Varaton (EQ) and 2 1 Compensatng Varaton (CV). If we thnk of the true quantty ndex at the prces p as beng EV n rato form, the Laspeyres quantty ndex s an overestmate of the true ndex. Smlarly, the true quantty ndex usng the new prces can be thought of as CV n rato form and the Paasche ndex s an underestmate of the true ndex. 2 See Boadway and Bruce, 1984, p.213.
3 If Q p>1 so Gp x >Gp x, ths ndcates that the ncome avalable n the new stuaton s more 1 than enough to be able to purchase the old set of goods at the new prces. In other words, x was 2 1 nsde the budget constrant n stuaton 2. Snce x was purchased when x could have been, ths mples that x s preferred to x. Moreover, x could not have been purchased when x was, therefore Gp x >Gp x, or Q L>1. So far we have consdered the welfare change resultng from changes n the quanttes of goods consumed by a household. Income has been taken as exogenously gven. In practce, at least part of a household s s obtaned from the sale of factors of producton. Such factors may nclude the supply of labour, rsk, and savngs (or forgone consumpton). Increases or decreases n the supply of these factors wll nfluence the utlty level of the household, and t may be useful to develop welfare change measures whch account for them. The welfare change measures developed so far were constructed on the assumpton that we could aggregate all consumers nto a sngle representatve consumer for welfare measurement purposes. Treatng a many-person economy as f t were a sngle-person economy mples frst of all that aggregate demand functons have the same propertes as ndvdual demand functons. That s the aggregate demand functon represents an aggregate preference orderng, or a set of socal ndfference curves. Aggregate welfare change measure has normatve sgnfcance f we assume a Socal Welfare Functon to choose both the optmal quantty for each prce ether the optmal dstrbuton of ncome. Alternatvely, we regard the aggregate demand as representatve of the sum of ndvdual demands f we assume that ndvdual preferences are dentcal and homothetc for all persons. 3 Nonetheless, most practtoners of appled welfare economcs proceed to measure welfare change by smply aggregatng CVs (EVs) over ndvduals. The usual argument s that ths measure should not be nterpreted as measurng socal welfare n the sense that f aggregate CV (EV) rses socety must be better off but, rather, t should be nterpreted as ndcatng whether or not there has been a potental Pareto mprovement n socal welfare (the ganers from the change could hypothetcally compensate the losers from the change). However, the use of the unweghted sum of household compensatng or equvalent varatons as a necessary and suffcent ndcator of potental Pareto mprovement s full of dffcultes. At best such measures can be used as a prelmnary attempt ro rank socal states. By usng ndvdual data the welfare varatons could be calculated for homogenous groups of ndvduals and aggregated wth specfc Socal Welfare Functons (SWF). In partcular, dsaggregated data on household consumpton should be used to estmate demand functon for groups of households wth smlar characterstcs. Then, CVs (EVs) could be computed and aggregated by usng an addtve SWF to sum the varatons for homogenous groups of households attachng to the CVs dstrbutonal weghts. In partcular, weghts reflect the proporton of each class of goods on total expendture for households of dfferent types. 3 A second measure could be estmated by usng not only the varatons of prces and quanttes but also the substtuton effects. Demand functons for dfferent goods and Slutsky matrces of substtuton effects should be estmated. Ths term should be added to the orgnal formulas of the ndces n the level form compute a second order approxmaton of EV and CV.
4 What have we done? From what we have studed, t was clear that a serous analyss of welfare effects could only be done wth ndvdual data and estmaton of demand functon for homogenous groups of households. Ths s not somethng that was avalable n our model. Wth our data, we could compute a frst order approxmaton of welfare varatons by assumng all the restrctve hypotheses we have lsted above (representatve consumer, dentcal and homothetc preferences, and so on) or, at best, a second order approxmaton by usng the estmated substtuton effects for the demand system. We reckoned that the latter was not worth the effort requred: n my opnon, the addtonal nformaton obtaned by ths step was not very nterestng. I personally would have lked to use ndvdual data to make a defnte step forward. Therefore, what we have done s smply the computaton of Laspeyres and Paasche ndces as measures of welfare changes n dfferent scenaros. We thnk that the nformaton contaned n these ndces, although very lmted, has ts own merts. In fact, we should remnd that n INFORUM models, nterrelatons among real and nomnal varables are a unque feature that s reflected also n the estmaton of the household consumpton. The smultanety of model soluton produces mpacts on household consumpton due to changes not only n prces, but also n dsposable ncome, labour market, nvestments, nternatonal trade flows and so on. Wth the structure of the model n mnd, we proceed to the analyss of our results. The estmated welfare effects of EU enlargement We estmated the welfare effects through the quantty ndces descrbed above. The tme horzon s up to 2010 wth four alternatves: a baselne scenaro, wthout the enlargement and wth the CEEC5 countres GNP rates of growth assumed to be followng the average rate of growth of other countres n the system; a frst scenaro (Italy/CEEC5 countres vs-à-vs) consderng the nteracton between the Italan economy and the CEEC5 countres. In ths scenaro we assume that CEEC5 GNP s gong to grow faster of about 2% wth respect to the baselne. On the sde of resources, we assume that mports wll grow as faster as the GNP so that the resource structure does not change. Hgher CEEC5 mports wll turn out to be hgher exports for the countres n the model system. Ths scenaro consders the effect of CEEC5 mports ncrease only over Italan exports. In other words, gven the ncrease n Italan exports due to the ncrease n CEEC5 demand, the Italan model s run alone; a second scenaro (EU/CEEC5 countres va-à-vs) consderng the mpact of the CEEC mports ncrease over the export structure of all the models n the system through the BTM model and the countres models. We assume a growth rate of CEEC5 GNP as n the prevous scenaro. However, n ths case, the effect of the exports ncrease generated by the accelerated growth of CEEC5 GNP wll nvolve every model n the system and, n turn, each country wll be affected by the modfcatons of every country resource structure. In ths case, Italan exports wll be determned by changes n demand of mports by all the countres n the system. a thrd scenaro (Specalzng CEEC5) where the growth rate of CEEC5 GNP wll be 2% hgher than n the baselne, as n scenaros 1 and 2, but the growth of ther mports wll
5 not be evenly dstrbuted among sectors. Instead, the overall growth rate wll be obtaned by a specalzaton of mports n the followng commodtes: a) furnture, medcal and surgcal furnture, b) artcles of apparel and clothng accessores, c) wood and artcles from wood, d) mneral fuels, mneral ols and products of ther dstllaton. In fact, these are the tems where CEEC5 mport flows have beng concentratng n the last decade. In ths scenaro, INTIMO s run wth the system of models as n the prevous scenaro. So far, the smulaton scenaro do not nclude any change of prces due to the reducton of tarffs. Therefore, the economc effects are due to changes n the demand. In fact, an ncrease of the CEEC5 mports turns out to be an ncrease of Italan exports. Whatever wll the sectoral output (or GNP) ncreases be, the magntude of the mpact on domestc prces s expected to be neglgble because a) the CEEC5 prces do not change n any scenaro and b) the ncrease n fnal demand wll be expected to be modest and plausbly t wll not sensbly affect the productvty whch s - n ths case - the man lever nfluencng the prce formaton. The welfare effects resultng from changes n household consumpton are presented n Tables 1 and 2. In these tables Laspeyres and Paasche ndces are presented for all scenaros. We remnd that these welfare measures are ndces (1.0 at the base year) and only ther level form s an approxmaton of EV and CV, respectvely. We regard the eastern enlargement as welfare ncreasng f the dfferences between the smulaton scenaro and the baselne - the last three columns of the tables - are postve for each year. In fact, f these dfferences are postve t means that quanttes consumed n the case of enlargement are larger then those consumed wthout ths event. INTIMO provdes data on prces and consumpton for about forty categores of goods. Household consumpton s estmated wth PADS and a demographc projecton model produces populaton 4 projectons for the demand system. In these equatons, household dsposable ncome and a prce term are the most mportant ndependent varables. Household dsposable ncome s modelled n the accountant as the sum of Resources (such as compensaton of employees, property ncome and transfer payments) mnus Uses (such as taxes, socal securty contrbutons and transfers to others) of the Income Dstrbuton Account for Households. For example, f exports ncrease then employment wll rse and so wages. Therefore, personal consumpton expendture wll be hgher. On the other hand, a prce ncrease wll reduce consumpton, but ths effect s expected to be very low n these smulatons, as explaned above. Results suggest that eastern enlargement s welfare ncreasng for the Italan economy. Laspeyres and Paasche quantty ndces for the base smulaton, compared wth smlar ndces for the smulaton scenaros wth the EU enlargement are always lower. The man reason of the welfare mprovement s that personal consumpton ncreases for almost all tems. In all enlargement scenaros the aggregate household consumpton rate of growth s hgher than n the baselne. Welfare ncreases through the scenaros: the most welfare mprovng scenaro s the one wth specalzaton n CEEC5 mports (see column (3)of both tables), but also the second scenaro shows dfferences wth the baselne that are approxmately twce as large as the dfferences between the frst scenaro and the baselne (compare the fgures n columns (2) and (1)). The reason s that the 4 At present, nsde DPM we have not assumed any mpact n net mmgraton due to EU enlargement.
6 ncrease n foregn demand for the Italan economy s larger n scenaros 2 and 3. In both these scenaros (EU/CEEC5 countres va-à-vs and Specalzng CEEC5), Italan exports ncrease not only because of CEEC5 mports but also for the demand of other EU members: ntegraton mples an expansonary effect for all Europe and Italy s drectly and ndrectly affected through nternatonal trade flows. Moreover, when CEEC5 mports growth s smulated n some specalzed commodty groups, the effect on Italan exports s hgher because some of these are leadng Italan exportng sectors (textles, wood, apparels). For the macroeconomc results of all scenaros, see Table 3 at the end of ths paper. Fgures 1 and 2 show the growth rates of our quantty ndces n all scenaros. The growth rates present the same pattern: they are n the range from 1.4 to 1.9 percentage ponts, wth a peak around the year 2003, then a slow down to the lowest value after 2006, and an upturn at the end of the perod. Ths pattern s explaned manly by the behavour of nvestments (see Table 3). In most cases, the lnes do not cross and the rankng s the same as that we have seen n the Tables: the slowest growth of welfare ndces s n the baselne, the fastest n the thrd scenaro. References: Varan H. (1992), Mcroeconomc Analyss, Thrd Edton. Boadway R.W., Bruce N. (1984), Welfare Economcs, Blackwell.
7 Table 1 - Laspeyres ndces for all scenaros ( ) and dfferences from the baselne scenaro Laspeyres Indces for the baselne and the smulaton Dfferences from the baselne scenaros scenaro (%) (*) QL(0) QL(1) QL(2) QL(3) (1) (2) (3) Note: (0) Baselne Scenaro (1) Italy/CEEC5 vs-à-vs Scenaro (2) EU/CEEC5 vs-à-vs Scenaro (3) Specalzng CEEC5 Scenaro (*) 100*(QL (scenaro)-ql (0))/QL (0) t t t Table 1 - Paasche ndces for all scenaros ( ) and dfferences from the baselne scenaro Paasche Indces for the baselne and the smulaton scenaros Dfferences from the baselne scenaro (%) (*) QL(0) QL(1) QL(2) QL(3) (1) (2) (3) Note: (0) Baselne Scenaro (1) Italy/CEEC5 vs-à-vs Scenaro (2) EU/CEEC5 vs-à-vs Scenaro (3) Specalzng CEEC5 Scenaro (*) 100*(QP (scenaro)-qp (0))/QP (0) t t t
8
9 Fgure 1 - Laspeyres Indces (EV) Annual Growth Rates (%) for the Baselne and the Smulaton Scenaros Legenda: plus lne: Baselne Scenaro square lne: Italy/CEEC5 vs-à-vs Scenaro cross lne: EU/CEEC5 vs-à-vs Scenaro damond lne: Specalzng CEEC5 Scenaro F I A R B S S 2.40 gure 2 - Paasche ndces (CV) nnual Growth ates (%) for the aselne and the mulaton cenaros
10 Legenda: plus lne: Baselne Scenaro square lne: Italy/CEEC5 vs-à-vs Scenaro cross lne: EU/CEEC5 vs-à-vs Scenaro damond lne: Specalzng CEEC5 Scenaro
11 Table 3 Lne 1: Baselne Lne 2: Italy and CEEC5 vs-a'-vs - dfference from base Lne 3: Italy-EU and CEEC5 vs-a'-vs - dfference from base Lne 4: Specalsng CEEC5 - dfference from base Alternatves are shown n devatons from base values. RATES OF GROWTH PRODUCT ACCOUNT RESOURCES Gross Natonal Product Imports USES Consumpton Household consumpton Government expendture Prvate collectve consumpton Fxed captal formaton Changes n nventores Exports
12
An Alternative Way to Measure Private Equity Performance
An Alternatve Way to Measure Prvate Equty Performance Peter Todd Parlux Investment Technology LLC Summary Internal Rate of Return (IRR) s probably the most common way to measure the performance of prvate
More informationThe OC Curve of Attribute Acceptance Plans
The OC Curve of Attrbute Acceptance Plans The Operatng Characterstc (OC) curve descrbes the probablty of acceptng a lot as a functon of the lot s qualty. Fgure 1 shows a typcal OC Curve. 10 8 6 4 1 3 4
More informationAnswer: A). There is a flatter IS curve in the high MPC economy. Original LM LM after increase in M. IS curve for low MPC economy
4.02 Quz Solutons Fall 2004 Multple-Choce Questons (30/00 ponts) Please, crcle the correct answer for each of the followng 0 multple-choce questons. For each queston, only one of the answers s correct.
More informationbenefit is 2, paid if the policyholder dies within the year, and probability of death within the year is ).
REVIEW OF RISK MANAGEMENT CONCEPTS LOSS DISTRIBUTIONS AND INSURANCE Loss and nsurance: When someone s subject to the rsk of ncurrng a fnancal loss, the loss s generally modeled usng a random varable or
More informationAnalysis of Premium Liabilities for Australian Lines of Business
Summary of Analyss of Premum Labltes for Australan Lnes of Busness Emly Tao Honours Research Paper, The Unversty of Melbourne Emly Tao Acknowledgements I am grateful to the Australan Prudental Regulaton
More informationWorld Economic Vulnerability Monitor (WEVUM) Trade shock analysis
World Economc Vulnerablty Montor (WEVUM) Trade shock analyss Measurng the mpact of the global shocks on trade balances va prce and demand effects Alex Izureta and Rob Vos UN DESA 1. Non-techncal descrpton
More informationTHE DISTRIBUTION OF LOAN PORTFOLIO VALUE * Oldrich Alfons Vasicek
HE DISRIBUION OF LOAN PORFOLIO VALUE * Oldrch Alfons Vascek he amount of captal necessary to support a portfolo of debt securtes depends on the probablty dstrbuton of the portfolo loss. Consder a portfolo
More informationHow To Calculate The Accountng Perod Of Nequalty
Inequalty and The Accountng Perod Quentn Wodon and Shlomo Ytzha World Ban and Hebrew Unversty September Abstract Income nequalty typcally declnes wth the length of tme taen nto account for measurement.
More informationDEFINING %COMPLETE IN MICROSOFT PROJECT
CelersSystems DEFINING %COMPLETE IN MICROSOFT PROJECT PREPARED BY James E Aksel, PMP, PMI-SP, MVP For Addtonal Informaton about Earned Value Management Systems and reportng, please contact: CelersSystems,
More informationCalculation of Sampling Weights
Perre Foy Statstcs Canada 4 Calculaton of Samplng Weghts 4.1 OVERVIEW The basc sample desgn used n TIMSS Populatons 1 and 2 was a two-stage stratfed cluster desgn. 1 The frst stage conssted of a sample
More informationNumber of Levels Cumulative Annual operating Income per year construction costs costs ($) ($) ($) 1 600,000 35,000 100,000 2 2,200,000 60,000 350,000
Problem Set 5 Solutons 1 MIT s consderng buldng a new car park near Kendall Square. o unversty funds are avalable (overhead rates are under pressure and the new faclty would have to pay for tself from
More informationModule 2 LOSSLESS IMAGE COMPRESSION SYSTEMS. Version 2 ECE IIT, Kharagpur
Module LOSSLESS IMAGE COMPRESSION SYSTEMS Lesson 3 Lossless Compresson: Huffman Codng Instructonal Objectves At the end of ths lesson, the students should be able to:. Defne and measure source entropy..
More informationSection 5.4 Annuities, Present Value, and Amortization
Secton 5.4 Annutes, Present Value, and Amortzaton Present Value In Secton 5.2, we saw that the present value of A dollars at nterest rate per perod for n perods s the amount that must be deposted today
More informationAddendum to: Importing Skill-Biased Technology
Addendum to: Importng Skll-Based Technology Arel Bursten UCLA and NBER Javer Cravno UCLA August 202 Jonathan Vogel Columba and NBER Abstract Ths Addendum derves the results dscussed n secton 3.3 of our
More informationTrade Adjustment and Productivity in Large Crises. Online Appendix May 2013. Appendix A: Derivation of Equations for Productivity
Trade Adjustment Productvty n Large Crses Gta Gopnath Department of Economcs Harvard Unversty NBER Brent Neman Booth School of Busness Unversty of Chcago NBER Onlne Appendx May 2013 Appendx A: Dervaton
More informationOn the Optimal Control of a Cascade of Hydro-Electric Power Stations
On the Optmal Control of a Cascade of Hydro-Electrc Power Statons M.C.M. Guedes a, A.F. Rbero a, G.V. Smrnov b and S. Vlela c a Department of Mathematcs, School of Scences, Unversty of Porto, Portugal;
More informationDepreciation of Business R&D Capital
Deprecaton of Busness R&D Captal U.S. Bureau of Economc Analyss Abstract R&D deprecaton rates are crtcal to calculatng the rates of return to R&D nvestments and captal servce costs, whch are mportant for
More informationInstitute of Informatics, Faculty of Business and Management, Brno University of Technology,Czech Republic
Lagrange Multplers as Quanttatve Indcators n Economcs Ivan Mezník Insttute of Informatcs, Faculty of Busness and Management, Brno Unversty of TechnologCzech Republc Abstract The quanttatve role of Lagrange
More informationRisk Model of Long-Term Production Scheduling in Open Pit Gold Mining
Rsk Model of Long-Term Producton Schedulng n Open Pt Gold Mnng R Halatchev 1 and P Lever 2 ABSTRACT Open pt gold mnng s an mportant sector of the Australan mnng ndustry. It uses large amounts of nvestments,
More informationStaff Paper. Farm Savings Accounts: Examining Income Variability, Eligibility, and Benefits. Brent Gloy, Eddy LaDue, and Charles Cuykendall
SP 2005-02 August 2005 Staff Paper Department of Appled Economcs and Management Cornell Unversty, Ithaca, New York 14853-7801 USA Farm Savngs Accounts: Examnng Income Varablty, Elgblty, and Benefts Brent
More informationSPEE Recommended Evaluation Practice #6 Definition of Decline Curve Parameters Background:
SPEE Recommended Evaluaton Practce #6 efnton of eclne Curve Parameters Background: The producton hstores of ol and gas wells can be analyzed to estmate reserves and future ol and gas producton rates and
More informationHOUSEHOLDS DEBT BURDEN: AN ANALYSIS BASED ON MICROECONOMIC DATA*
HOUSEHOLDS DEBT BURDEN: AN ANALYSIS BASED ON MICROECONOMIC DATA* Luísa Farnha** 1. INTRODUCTION The rapd growth n Portuguese households ndebtedness n the past few years ncreased the concerns that debt
More informationCan Auto Liability Insurance Purchases Signal Risk Attitude?
Internatonal Journal of Busness and Economcs, 2011, Vol. 10, No. 2, 159-164 Can Auto Lablty Insurance Purchases Sgnal Rsk Atttude? Chu-Shu L Department of Internatonal Busness, Asa Unversty, Tawan Sheng-Chang
More informationStatistical Methods to Develop Rating Models
Statstcal Methods to Develop Ratng Models [Evelyn Hayden and Danel Porath, Österrechsche Natonalbank and Unversty of Appled Scences at Manz] Source: The Basel II Rsk Parameters Estmaton, Valdaton, and
More informationThe Development of Web Log Mining Based on Improve-K-Means Clustering Analysis
The Development of Web Log Mnng Based on Improve-K-Means Clusterng Analyss TngZhong Wang * College of Informaton Technology, Luoyang Normal Unversty, Luoyang, 471022, Chna wangtngzhong2@sna.cn Abstract.
More informationKiel Institute for World Economics Duesternbrooker Weg 120 24105 Kiel (Germany) Kiel Working Paper No. 1120
Kel Insttute for World Economcs Duesternbrooker Weg 45 Kel (Germany) Kel Workng Paper No. Path Dependences n enture Captal Markets by Andrea Schertler July The responsblty for the contents of the workng
More informationProblem Set 3. a) We are asked how people will react, if the interest rate i on bonds is negative.
Queston roblem Set 3 a) We are asked how people wll react, f the nterest rate on bonds s negatve. When
More information8.5 UNITARY AND HERMITIAN MATRICES. The conjugate transpose of a complex matrix A, denoted by A*, is given by
6 CHAPTER 8 COMPLEX VECTOR SPACES 5. Fnd the kernel of the lnear transformaton gven n Exercse 5. In Exercses 55 and 56, fnd the mage of v, for the ndcated composton, where and are gven by the followng
More informationChapter 15: Debt and Taxes
Chapter 15: Debt and Taxes-1 Chapter 15: Debt and Taxes I. Basc Ideas 1. Corporate Taxes => nterest expense s tax deductble => as debt ncreases, corporate taxes fall => ncentve to fund the frm wth debt
More informationWhat should (public) health insurance cover?
Journal of Health Economcs 26 (27) 251 262 What should (publc) health nsurance cover? Mchael Hoel Department of Economcs, Unversty of Oslo, P.O. Box 195 Blndern, N-317 Oslo, Norway Receved 29 Aprl 25;
More informationPRIVATE SCHOOL CHOICE: THE EFFECTS OF RELIGIOUS AFFILIATION AND PARTICIPATION
PRIVATE SCHOOL CHOICE: THE EFFECTS OF RELIIOUS AFFILIATION AND PARTICIPATION Danny Cohen-Zada Department of Economcs, Ben-uron Unversty, Beer-Sheva 84105, Israel Wllam Sander Department of Economcs, DePaul
More information17 Capital tax competition
17 Captal tax competton 17.1 Introducton Governments would lke to tax a varety of transactons that ncreasngly appear to be moble across jursdctonal boundares. Ths creates one obvous problem: tax base flght.
More informationIs Thailand s Fiscal System Pro-Poor?: Looking from Income and Expenditure Components. Hyun Hwa Son
Is Thaland s Fscal System Pro-Poor?: Loong from Income and Expendture Components Hyun Hwa Son The World Ban 88 H Street, NW Washngton, D.C. 20433, U.S.A. Emal: hson@worldban.org Abstract: Ths paper develops
More informationRisk-based Fatigue Estimate of Deep Water Risers -- Course Project for EM388F: Fracture Mechanics, Spring 2008
Rsk-based Fatgue Estmate of Deep Water Rsers -- Course Project for EM388F: Fracture Mechancs, Sprng 2008 Chen Sh Department of Cvl, Archtectural, and Envronmental Engneerng The Unversty of Texas at Austn
More informationLabor Supply. Where we re going:
Labor Supply Where we re gong: I m gong to spend about 4 lectures talkng about labor supply. Along the way, I m gong to ntroduce some econometrc ssues and tools that we commonly use. Today s lecture and
More informationSUPPLIER FINANCING AND STOCK MANAGEMENT. A JOINT VIEW.
SUPPLIER FINANCING AND STOCK MANAGEMENT. A JOINT VIEW. Lucía Isabel García Cebrán Departamento de Economía y Dreccón de Empresas Unversdad de Zaragoza Gran Vía, 2 50.005 Zaragoza (Span) Phone: 976-76-10-00
More informationPSYCHOLOGICAL RESEARCH (PYC 304-C) Lecture 12
14 The Ch-squared dstrbuton PSYCHOLOGICAL RESEARCH (PYC 304-C) Lecture 1 If a normal varable X, havng mean µ and varance σ, s standardsed, the new varable Z has a mean 0 and varance 1. When ths standardsed
More informationChapter 7: Answers to Questions and Problems
19. Based on the nformaton contaned n Table 7-3 of the text, the food and apparel ndustres are most compettve and therefore probably represent the best match for the expertse of these managers. Chapter
More informationWhat is Candidate Sampling
What s Canddate Samplng Say we have a multclass or mult label problem where each tranng example ( x, T ) conssts of a context x a small (mult)set of target classes T out of a large unverse L of possble
More informationCHAPTER 5 RELATIONSHIPS BETWEEN QUANTITATIVE VARIABLES
CHAPTER 5 RELATIONSHIPS BETWEEN QUANTITATIVE VARIABLES In ths chapter, we wll learn how to descrbe the relatonshp between two quanttatve varables. Remember (from Chapter 2) that the terms quanttatve varable
More informationAn Interest-Oriented Network Evolution Mechanism for Online Communities
An Interest-Orented Network Evoluton Mechansm for Onlne Communtes Cahong Sun and Xaopng Yang School of Informaton, Renmn Unversty of Chna, Bejng 100872, P.R. Chna {chsun,yang}@ruc.edu.cn Abstract. Onlne
More informationv a 1 b 1 i, a 2 b 2 i,..., a n b n i.
SECTION 8.4 COMPLEX VECTOR SPACES AND INNER PRODUCTS 455 8.4 COMPLEX VECTOR SPACES AND INNER PRODUCTS All the vector spaces we have studed thus far n the text are real vector spaces snce the scalars are
More informationPhD dissertation. A Dynamic General Equilibrium Analysis of Jordan s Trade Liberalisation
PhD dssertaton A Dynamc General Equlbrum Analyss of Jordan s Trade Lberalsaton Omar Ferabol Eultzstraße 2 09112 Chemntz emal: omar.ferabol@wrtschaft.tu-chemntz.de PhD supervsor: Prof. Dr. Bernd Lucke Referee:
More informationWORKING PAPERS. The Impact of Technological Change and Lifestyles on the Energy Demand of Households
ÖSTERREICHISCHES INSTITUT FÜR WIRTSCHAFTSFORSCHUNG WORKING PAPERS The Impact of Technologcal Change and Lfestyles on the Energy Demand of Households A Combnaton of Aggregate and Indvdual Household Analyss
More informationLIFETIME INCOME OPTIONS
LIFETIME INCOME OPTIONS May 2011 by: Marca S. Wagner, Esq. The Wagner Law Group A Professonal Corporaton 99 Summer Street, 13 th Floor Boston, MA 02110 Tel: (617) 357-5200 Fax: (617) 357-5250 www.ersa-lawyers.com
More informationWorking Papers SOCIAL EVALUATION OF ALTERNATIVE BASIC INCOME SCHEMES IN ITALY. R. Aaberge, U. Colombino, S. Strom
Workng Papers SOCIAL EVALUATION OF ALTERNATIVE BASIC INCOME SCHEMES IN ITALY R. Aaberge, U. Colombno, S. Strom ChlD n. 12/2000 Socal Evaluaton of Alternatve Basc Income Schemes n Italy Rolf Aaberge a,
More informationIntra-year Cash Flow Patterns: A Simple Solution for an Unnecessary Appraisal Error
Intra-year Cash Flow Patterns: A Smple Soluton for an Unnecessary Apprasal Error By C. Donald Wggns (Professor of Accountng and Fnance, the Unversty of North Florda), B. Perry Woodsde (Assocate Professor
More informationSector-Specific Technical Change
Sector-Specfc Techncal Change Susanto Basu, John Fernald, Jonas Fsher, and Mles Kmball 1 November 2013 Abstract: Theory mples that the economy responds dfferently to technology shocks that affect the producton
More informationPower-of-Two Policies for Single- Warehouse Multi-Retailer Inventory Systems with Order Frequency Discounts
Power-of-wo Polces for Sngle- Warehouse Mult-Retaler Inventory Systems wth Order Frequency Dscounts José A. Ventura Pennsylvana State Unversty (USA) Yale. Herer echnon Israel Insttute of echnology (Israel)
More informationDEFINING AND MEASURING FAIRNESS IN FINANCIAL CONTRIBUTION TO THE HEALTH SYSTEM 1
DEFINING AND MEASURING FAIRNESS IN FINANCIAL CONTRIBUTION TO THE HEALTH SYSTEM 1 Chrstopher JL Murray Felca Knaul Phlp Musgrove Ke Xu Ke Kawabata GPE Dscusson Paper Seres : No.24 EIP/GPE/FAR World Health
More informationMarginal Benefit Incidence Analysis Using a Single Cross-section of Data. Mohamed Ihsan Ajwad and Quentin Wodon 1. World Bank.
Margnal Beneft Incdence Analyss Usng a Sngle Cross-secton of Data Mohamed Ihsan Ajwad and uentn Wodon World Bank August 200 Abstract In a recent paper, Lanjouw and Ravallon proposed an attractve and smple
More informationIS-LM Model 1 C' dy = di
- odel Solow Assumptons - demand rrelevant n long run; assumes economy s operatng at potental GDP; concerned wth growth - Assumptons - supply s rrelevant n short run; assumes economy s operatng below potental
More informationReturn decomposing of absolute-performance multi-asset class portfolios. Working Paper - Nummer: 16
Return decomposng of absolute-performance mult-asset class portfolos Workng Paper - Nummer: 16 2007 by Dr. Stefan J. Illmer und Wolfgang Marty; n: Fnancal Markets and Portfolo Management; March 2007; Volume
More informationEnergy prices, energy efficiency, and fuel poverty 1. Vivien Foster, Jean-Philippe Tre, and Quentin Wodon. World Bank. September 2000.
Energy prces, energy effcency, and fuel poverty 1 Vven Foster, Jean-Phlppe Tre, and Quentn Wodon World Bank September 2000 Abstract Because electrcty s much more effcent than other sources of energy for
More informationTHE METHOD OF LEAST SQUARES THE METHOD OF LEAST SQUARES
The goal: to measure (determne) an unknown quantty x (the value of a RV X) Realsaton: n results: y 1, y 2,..., y j,..., y n, (the measured values of Y 1, Y 2,..., Y j,..., Y n ) every result s encumbered
More informationFollow links for Class Use and other Permissions. For more information send email to: permissions@pupress.princeton.edu
COPYRIGHT NOTICE: Jord Galí: Monetary Polcy, Inflaton, and the Busness Cycle s publshed by Prnceton Unversty Press and copyrghted, 28, by Prnceton Unversty Press. All rghts reserved. No part of ths book
More informationHow To Study The Nfluence Of Health Insurance On Swtchng
Workng Paper n 07-02 The nfluence of supplementary health nsurance on swtchng behavour: evdence on Swss data Brgtte Dormont, Perre- Yves Geoffard, Karne Lamraud The nfluence of supplementary health nsurance
More informationFixed income risk attribution
5 Fxed ncome rsk attrbuton Chthra Krshnamurth RskMetrcs Group chthra.krshnamurth@rskmetrcs.com We compare the rsk of the actve portfolo wth that of the benchmark and segment the dfference between the two
More information1. Fundamentals of probability theory 2. Emergence of communication traffic 3. Stochastic & Markovian Processes (SP & MP)
6.3 / -- Communcaton Networks II (Görg) SS20 -- www.comnets.un-bremen.de Communcaton Networks II Contents. Fundamentals of probablty theory 2. Emergence of communcaton traffc 3. Stochastc & Markovan Processes
More informationEfficient Project Portfolio as a tool for Enterprise Risk Management
Effcent Proect Portfolo as a tool for Enterprse Rsk Management Valentn O. Nkonov Ural State Techncal Unversty Growth Traectory Consultng Company January 5, 27 Effcent Proect Portfolo as a tool for Enterprse
More informationMERGERS AND ACQUISITIONS IN THE SPANISH BANKING INDUSTRY: SOME EMPIRICAL EVIDENCE
MERGERS AN ACQUISITIONS IN THE SPANISH BANKING INUSTRY: SOME EMPIRICA EVIENCE Ignaco Fuentes and Teresa Sastre Banco de España Banco de España Servco de Estudos ocumento de Trabajo n.º 9924 MERGERS AN
More informationKiel Institute for World Economics Duesternbrooker Weg 120 24105 Kiel (Germany) Kiel Working Paper No. 1119
Kel Insttute for World Economcs Duesternbrooker Weg 120 24105 Kel (Germany) Kel Workng Paper No. 1119 Under What Condtons Do Venture Captal Markets Emerge? by Andrea Schertler July 2002 The responsblty
More information1. Measuring association using correlation and regression
How to measure assocaton I: Correlaton. 1. Measurng assocaton usng correlaton and regresson We often would lke to know how one varable, such as a mother's weght, s related to another varable, such as a
More informationDynamics of Toursm Demand Models in Japan
hort-run and ong-run structural nternatonal toursm demand modelng based on Dynamc AID model -An emprcal research n Japan- Atsush KOIKE a, Dasuke YOHINO b a Graduate chool of Engneerng, Kobe Unversty, Kobe,
More informationTexas Instruments 30X IIS Calculator
Texas Instruments 30X IIS Calculator Keystrokes for the TI-30X IIS are shown for a few topcs n whch keystrokes are unque. Start by readng the Quk Start secton. Then, before begnnng a specfc unt of the
More informationRecurrence. 1 Definitions and main statements
Recurrence 1 Defntons and man statements Let X n, n = 0, 1, 2,... be a MC wth the state space S = (1, 2,...), transton probabltes p j = P {X n+1 = j X n = }, and the transton matrx P = (p j ),j S def.
More informationSearching and Switching: Empirical estimates of consumer behaviour in regulated markets
Searchng and Swtchng: Emprcal estmates of consumer behavour n regulated markets Catherne Waddams Prce Centre for Competton Polcy, Unversty of East Angla Catherne Webster Centre for Competton Polcy, Unversty
More informationAsia-Pacific Research and Training Network on Trade. Working Paper Series, No. 81, July 2010. Truong P. Truong
Asa-Pacfc Research and Tranng Network on Trade Workng Paper Seres, No. 8, July 00 Revew of Analytcal Tools for Assessng Trade and Clmate Change Lnkages By Truong P. Truong Truong P. Truong s Honorary Professor
More informationCriminal Justice System on Crime *
On the Impact of the NSW Crmnal Justce System on Crme * Dr Vasls Sarafds, Dscplne of Operatons Management and Econometrcs Unversty of Sydney * Ths presentaton s based on jont work wth Rchard Kelaher 1
More information! # %& ( ) +,../ 0 1 2 3 4 0 4 # 5##&.6 7% 8 # 0 4 2 #...
! # %& ( ) +,../ 0 1 2 3 4 0 4 # 5##&.6 7% 8 # 0 4 2 #... 9 Sheffeld Economc Research Paper Seres SERP Number: 2011010 ISSN 1749-8368 Sarah Brown, Aurora Ortz-Núñez and Karl Taylor Educatonal loans and
More information(SOCIAL) COST-BENEFIT ANALYSIS IN A NUTSHELL
(SOCIAL) COST-BENEFIT ANALYSIS IN A NUTSHELL RUFUS POLLOCK EMMANUEL COLLEGE, UNIVERSITY OF CAMBRIDGE 1. Introducton Cost-beneft analyss s a process for evaluatng the merts of a partcular project or course
More informationSection 5.3 Annuities, Future Value, and Sinking Funds
Secton 5.3 Annutes, Future Value, and Snkng Funds Ordnary Annutes A sequence of equal payments made at equal perods of tme s called an annuty. The tme between payments s the payment perod, and the tme
More informationElements of Advanced International Trade 1
Elements of Advanced Internatonal Trade 1 Treb Allen 2 and Costas Arkolaks 3 January 2015 [New verson: prelmnary] 1 Ths set of notes and the homeworks accomodatng them s a collecton of materal desgned
More informationStructural Estimation of Variety Gains from Trade Integration in a Heterogeneous Firms Framework
Journal of Economcs and Econometrcs Vol. 55, No.2, 202 pp. 78-93 SSN 2032-9652 E-SSN 2032-9660 Structural Estmaton of Varety Gans from Trade ntegraton n a Heterogeneous Frms Framework VCTOR RVAS ABSTRACT
More informationA Model of Private Equity Fund Compensation
A Model of Prvate Equty Fund Compensaton Wonho Wlson Cho Andrew Metrck Ayako Yasuda KAIST Yale School of Management Unversty of Calforna at Davs June 26, 2011 Abstract: Ths paper analyzes the economcs
More informationOverview of monitoring and evaluation
540 Toolkt to Combat Traffckng n Persons Tool 10.1 Overvew of montorng and evaluaton Overvew Ths tool brefly descrbes both montorng and evaluaton, and the dstncton between the two. What s montorng? Montorng
More information) of the Cell class is created containing information about events associated with the cell. Events are added to the Cell instance
Calbraton Method Instances of the Cell class (one nstance for each FMS cell) contan ADC raw data and methods assocated wth each partcular FMS cell. The calbraton method ncludes event selecton (Class Cell
More informationLinear Circuits Analysis. Superposition, Thevenin /Norton Equivalent circuits
Lnear Crcuts Analyss. Superposton, Theenn /Norton Equalent crcuts So far we hae explored tmendependent (resste) elements that are also lnear. A tmendependent elements s one for whch we can plot an / cure.
More informationOutsourcing inventory management decisions in healthcare: Models and application
European Journal of Operatonal Research 154 (24) 271 29 O.R. Applcatons Outsourcng nventory management decsons n healthcare: Models and applcaton www.elsever.com/locate/dsw Lawrence Ncholson a, Asoo J.
More informationWORKING PAPER. C.D. Howe Institute. The Effects of Tax Rate Changes on Tax Bases and the Marginal Cost of Public Funds for Provincial Governments
MARCH 211 C.D. Howe Insttute WORKING PAPER FISCAL AND TAX COMPETITIVENESS The Effects of Tax Rate Changes on Tax Bases and the Margnal Cost of Publc Funds for Provncal Governments Bev Dahlby Ergete Ferede
More informationStress test for measuring insurance risks in non-life insurance
PROMEMORIA Datum June 01 Fnansnspektonen Författare Bengt von Bahr, Younes Elonq and Erk Elvers Stress test for measurng nsurance rsks n non-lfe nsurance Summary Ths memo descrbes stress testng of nsurance
More informationUsing Series to Analyze Financial Situations: Present Value
2.8 Usng Seres to Analyze Fnancal Stuatons: Present Value In the prevous secton, you learned how to calculate the amount, or future value, of an ordnary smple annuty. The amount s the sum of the accumulated
More informationThe Effects of Tax Rate Changes on Tax Bases and the Marginal Cost of Public Funds for Canadian Provincial Governments
The Effects of Tax Rate Changes on Tax Bases and the Margnal Cost of Publc Funds for Canadan Provncal Governments Bev Dahlby a and Ergete Ferede b a Department of Economcs, Unversty of Alberta, Edmonton,
More informationApplication of Quasi Monte Carlo methods and Global Sensitivity Analysis in finance
Applcaton of Quas Monte Carlo methods and Global Senstvty Analyss n fnance Serge Kucherenko, Nlay Shah Imperal College London, UK skucherenko@mperalacuk Daro Czraky Barclays Captal DaroCzraky@barclayscaptalcom
More informationADVERSE SELECTION IN INSURANCE MARKETS: POLICYHOLDER EVIDENCE FROM THE U.K. ANNUITY MARKET *
ADVERSE SELECTION IN INSURANCE MARKETS: POLICYHOLDER EVIDENCE FROM THE U.K. ANNUITY MARKET * Amy Fnkelsten Harvard Unversty and NBER James Poterba MIT and NBER * We are grateful to Jeffrey Brown, Perre-Andre
More informationGender differences in revealed risk taking: evidence from mutual fund investors
Economcs Letters 76 (2002) 151 158 www.elsever.com/ locate/ econbase Gender dfferences n revealed rsk takng: evdence from mutual fund nvestors a b c, * Peggy D. Dwyer, James H. Glkeson, John A. Lst a Unversty
More informationManagement Quality, Financial and Investment Policies, and. Asymmetric Information
Management Qualty, Fnancal and Investment Polces, and Asymmetrc Informaton Thomas J. Chemmanur * Imants Paegls ** and Karen Smonyan *** Current verson: December 2007 * Professor of Fnance, Carroll School
More informationMARKET SHARE CONSTRAINTS AND THE LOSS FUNCTION IN CHOICE BASED CONJOINT ANALYSIS
MARKET SHARE CONSTRAINTS AND THE LOSS FUNCTION IN CHOICE BASED CONJOINT ANALYSIS Tmothy J. Glbrde Assstant Professor of Marketng 315 Mendoza College of Busness Unversty of Notre Dame Notre Dame, IN 46556
More informationHow Sets of Coherent Probabilities May Serve as Models for Degrees of Incoherence
1 st Internatonal Symposum on Imprecse Probabltes and Ther Applcatons, Ghent, Belgum, 29 June 2 July 1999 How Sets of Coherent Probabltes May Serve as Models for Degrees of Incoherence Mar J. Schervsh
More informationSIMULATING THE EFFECTS OF THE EUROPEAN SINGLE MARKET: A CGE ANALYSIS FOR SPAIN
SIMULATING THE EFFECTS OF THE EUROPEAN SINGLE MARKET: A CGE ANALYSIS FOR SPAIN Oscar Bajo Antono Gómez D.T.2005/03 SIMULATING THE EFFECTS OF THE EUROPEAN SINGLE MARKET: A CGE ANALYSIS FOR SPAIN * Oscar
More informationCHAPTER 14 MORE ABOUT REGRESSION
CHAPTER 14 MORE ABOUT REGRESSION We learned n Chapter 5 that often a straght lne descrbes the pattern of a relatonshp between two quanttatve varables. For nstance, n Example 5.1 we explored the relatonshp
More informationConstruction Rules for Morningstar Canada Target Dividend Index SM
Constructon Rules for Mornngstar Canada Target Dvdend Index SM Mornngstar Methodology Paper October 2014 Verson 1.2 2014 Mornngstar, Inc. All rghts reserved. The nformaton n ths document s the property
More informationFINANCIAL MATHEMATICS. A Practical Guide for Actuaries. and other Business Professionals
FINANCIAL MATHEMATICS A Practcal Gude for Actuares and other Busness Professonals Second Edton CHRIS RUCKMAN, FSA, MAAA JOE FRANCIS, FSA, MAAA, CFA Study Notes Prepared by Kevn Shand, FSA, FCIA Assstant
More informationTHE DETERMINANTS OF THE TUNISIAN BANKING INDUSTRY PROFITABILITY: PANEL EVIDENCE
THE DETERMINANTS OF THE TUNISIAN BANKING INDUSTRY PROFITABILITY: PANEL EVIDENCE Samy Ben Naceur ERF Research Fellow Department of Fnance Unversté Lbre de Tuns Avenue Khéreddne Pacha, 002 Tuns Emal : sbennaceur@eudoramal.com
More information2008/8. An integrated model for warehouse and inventory planning. Géraldine Strack and Yves Pochet
2008/8 An ntegrated model for warehouse and nventory plannng Géraldne Strack and Yves Pochet CORE Voe du Roman Pays 34 B-1348 Louvan-la-Neuve, Belgum. Tel (32 10) 47 43 04 Fax (32 10) 47 43 01 E-mal: corestat-lbrary@uclouvan.be
More informationUnderwriting Risk. Glenn Meyers. Insurance Services Office, Inc.
Underwrtng Rsk By Glenn Meyers Insurance Servces Offce, Inc. Abstract In a compettve nsurance market, nsurers have lmted nfluence on the premum charged for an nsurance contract. hey must decde whether
More informationForecasting and Stress Testing Credit Card Default using Dynamic Models
Forecastng and Stress Testng Credt Card Default usng Dynamc Models Tony Bellott and Jonathan Crook Credt Research Centre Unversty of Ednburgh Busness School Verson 4.5 Abstract Typcally models of credt
More information7.5. Present Value of an Annuity. Investigate
7.5 Present Value of an Annuty Owen and Anna are approachng retrement and are puttng ther fnances n order. They have worked hard and nvested ther earnngs so that they now have a large amount of money on
More informationEvaluating the Effects of FUNDEF on Wages and Test Scores in Brazil *
Evaluatng the Effects of FUNDEF on Wages and Test Scores n Brazl * Naérco Menezes-Flho Elane Pazello Unversty of São Paulo Abstract In ths paper we nvestgate the effects of the 1998 reform n the fundng
More informationA Simplified Framework for Return Accountability
Reprnted wth permsson from Fnancal Analysts Journal, May/June 1991. Copyrght 1991. Assocaton for Investment Management and Research, Charlottesvlle, VA. All rghts reserved. by Gary P. Brnson, Bran D. Snger
More information