Economics 202 (Section 05) Macroeconomic Theory Practice Problem Set 7 Suggested Solutions Professor Sanjay Chugh Fall 2013

Size: px
Start display at page:

Download "Economics 202 (Section 05) Macroeconomic Theory Practice Problem Set 7 Suggested Solutions Professor Sanjay Chugh Fall 2013"

Transcription

1 Deparmen of Eonomis Boson College Eonomis 0 (Seion 05) Maroeonomi Theory Praie Problem Se 7 Suggesed Soluions Professor Sanjay Chugh Fall 03. Lags in Labor Hiring. Raher han supposing ha he represenaive firm a he beginning of period an deide how muh labor i would like o hire for use in period, suppose ha labor used in period mus be hosen in period -. (Tha is, suppose n is a sok (aka sae) variable.) As usual, apial for use in produion in period mus be purhased in period - beause of he ime o build surrounding apial goods. Wih his lag in labor hiring, onsru he lifeime (in he wo-period model) profi funion of he firm, and show ha he real ineres rae now is a relevan prie for labor as well as apial goods. Provide brief eonomi inuiion. (Hin: Make as lose an analogy wih our model of firm ownership of apial as you an in pariular, hink of workers in his model as being owned (onraually obligaed o) firms.) Soluion: Wih employees being onraually bound o ( owned by ) firms, he period- nominal profis of a firm are given by PR = P f ( k, n) + Pk + Pwn Pk + Pwn +, in whih labor used in produion in period, n, is hosen in period - (and hus labor used in produion in period +, n +, is hosen in period. In analogy wih our model wih only apial pre-deermined, he employees of a firm are a valuable asse, wih oal marke value Pwn -- noie ha his erm eners posiively in period profis, raher han negaively wih non-pre-deermined labor. Wha eners negaively in period profis here is he purhase of period + labor, namely he erm Pwn +. In he wo period model, disouned nominal profis of he firm are herefore P f( k, n ) Pk Pwn Pk Pwn PR = Pf ( k, n) + Pk + Pwn Pk Pwn i + i + i + i + i 3 3 i i i i i The usual zero-erminal-asses ondiion in his ase means ha k 3 = 0 and n 3 = 0 (he laer, again, beause labor should be hough of as an asse here). Fousing aenion on he hoie of n (sine n was hosen in period -), he firs-order ondiion of he lifeime profi funion wih respe o n is

2 P f ( k, n ) Pw n Pw + + i + + i = 0. This expression an be rearranged o yield (using he exa Fisher equaion) ( + r) w = fn( k, n) + w. If he real wage were equal o one in eah period, his ondiion would redue o r = f (, ) n k n, whih would be almos idenial o he ondiion we derived in lass regarding apial demand (exep of ourse in ha ase f k is he relevan marginal produ raher han f n ). The expression r = f (, ) n k n shows ha if firms mus hoose labor for period in period, he real ineres rae beween period and period is a relevan prie o onsider whih makes sense beause here is now an ineres opporuniy os assoiaed wih hiring labor (ie, invesmen in hiring). However, in general of ourse w and w are no one, hene he above ondiion is no exaly he same as he apial demand ondiion. In he apial demand ondiion, he real prie of apial goods is he same as he real prie of onsumpion (whih is one ) noe he disussion on p of he Leure Noes desribing ha beause apial goods and onsumpion goods are assumed o be he same goods (ie, ompuers an be viewed as boh onsumpion goods and apial goods), he dollar prie of eah in our heoreial model is he same. The same is no rue of labor he nominal prie of labor is W, whih in general is differen from P.. Preferene Shoks in he Consumpion-Savings Model. In he wo-period onsumpion-savings model (in whih he represenaive onsumer has no onrol over his real labor inome y and y ), suppose he represenaive onsumer s uiliy funion is u(, B ), where, as usual, denoes onsumpion in period, denoes onsumpion in period, and B is a preferene parameer. a. Use an indifferene-urve/budge-onsrain diagram o illusrae he effe of an inrease in B on he onsumer s opimal hoie of period- onsumpion. Soluion: An inrease in B means eah uni of period- onsumpion delivers more uiliy o he onsumer. Thus, in uiliy erms, period- onsumpion has now beome more valuable relaive o period- onsumpion, implying ha in order o say on a given indifferene urve he onsumer now needs o give up fewer unis of in order o ge one more uni of. In a diagram wih on he verial axis and on he horizonal axis, his is represened by a flaening of he indifferene map. Beause he LBC is unaffeed, he flaening of he indifferene map means ha he new opimal hoie feaures smaller period- onsumpion and hene larger period- onsumpion, as shown in he aompanying diagram. As drawn, onsumpion in period is smaller han real inome in period, bu ha is irrelevan.

3 New opimal hoie Iniial opimal hoie Indifferene urves wih high value of B y Indifferene urves wih low value of B y b. Illusrae he effe of an inrease in B on he privae savings funion. Provide eonomi inerpreaion for he resul you find. Soluion: We an dedue he effe on privae savings in period using he diagram in par a above. The real ineres rae has no hanged (in oher words, he slope of he LBC has no hanged), ye he represenaive onsumer s savings in period has inreased. This follows direly from he observaion ha inome y is onsan while onsumpion in period falls. This resul would be rue for any hoie of he real ineres rae (in oher words, no maer he slope of he LBC), hene he privae savings funion shifs ouwards, as shown below. 3

4 s(r) s'(r) r shif ou due o rise in B Period- Savings. In he monhs preeding he U.S. invasion of Iraq, daa shows ha onsumers dereased heir onsumpion and inreased heir savings. Is an inrease in B and he effes you analyzed in pars a and b above onsisen wih he idea ha onsumpion fell and savings inreased beause of a looming war? If so, explain why; if no, explain why no. Soluion: Yes, hese effes are onsisen wih developmens in onsumpion and savings behavior in he U.S. leading up o he invasion of Iraq. An inerpreaion we an give using he model here is ha onsumers believed fuure maroeonomi ondiions would be beer han urren (i.e., jus before he war) maroeonomi ondiions, hene a fall in onsumpion in he presen (period ) aompanied by a (expeed) rise in onsumpion in he fuure (period ). Wih B pre-muliplying onsumpion in he uiliy funion (in he ase here, period- onsumpion), he erm B an be inerpreed as a measure of onsumer onfidene : a rise in B signals ha onsumers are shifing heir preferenes owards onsumpion (in ha period). So here, we migh inerpre evens as onsumers being more onfiden abou he fuure han he presen, hene hey pospone some onsumpion unil he fuure. d. Using a Lagrangian and assuming he uiliy funion is u (, B ) = ln( ) + ln( B ), show how he represenaive onsumer s MRS (and hene opimal hoies of onsumpion over ime) depends on B. Soluion: Seing up he Lagrangian in he wo-period model as always, we have 4

5 y ln( ) + ln( B ) + λ y+ r r, + + in whih for simpliiy we have assumed he iniial asses equal zero beause i does no a all affe he onsumpion-savings opimaliy ondiion (verify his yourself). The FOCs on and are, respeively, λ = 0 B λ = 0 B + r In he FOC on, noe ha he B erm ends up aneling ou (beause, reall, he derivaive of an expression suh as ln( x ) is /( x) = / x). Combining hese wo FOCs as usual hen yields ha a he opimal hoie, / r / = +, he lef-hand-side of whih is he ineremporal MRS, as always. Noe ha i is independen of he preferene shifer B, whih urns ou o be a speial feaure of he log uiliy funion. e. How would your analysis in pars a and b hange if he onsumer s uiliy funion were u( D, ) (insead of u(, B ) ) and you were old ha he value D dereased? ( D is simply some oher measure of preferene shoks.) Soluion: Here, we reurn o a general uiliy speifiaion, no neessarily log. Wih he uiliy funion wrien as u( D, ) and a derease in D, he analysis above is ompleely unhanged. The fall in D makes onsumpion in period less valuable in uiliy erms relaive o period- onsumpion, whih means ha in order o obain one more uni of period- onsumpion while remaining on he same indifferene urve he onsumer mus give up more unis of period- onsumpion han he had o before he fall in D. Bu in a diagram wih on he verial axis and on he horizonal axis, his simply means ha he indifferene urves beome flaer, jus as in par a. 5

6 New opimal hoie Iniial opimal hoie Indifferene urves wih low value of D y Indifferene urves wih high value of D y This exerise auions you o hink abou he underlying eonomis speifially, how he onsumer s marginal rae of subsiuion (refer o Chaper ) is affeed when analyzing preferene shoks. We anno make a blanke saemen suh as he indifferene map flaens when he measure of he preferene shok inreases beause i depends on exaly how we inrodue he preferene shok ino our heoreial model. Here in par d we inrodued he preferene shok by aahing i o period- onsumpion, whereas earlier we inrodued he preferene shok by aahing i o period- onsumpion. 3. Ineremporal Consumpion-Leisure Model A Numerial Look. Consider he ineremporal onsumpion-savings model. Suppose he lifeime uiliy funion is given by v( B, l, B, l) = u( B, l) + u( B, l), whih is a sligh modifiaion of he uiliy funion presened in Chaper 5. The modifiaion is ha preferene shifers B and B ener he lifeime uiliy funion, wih B he preferene shifer in period one and B he preferene shifer in period wo. In eah of he wo periods he funion u akes he form u( B, l) = B + l. Noe he subsrips -- =, depending on whih period we are onsidering. Labor ax raes, real wages, he real ineres rae beween period one and period wo, and he preferene realizaions are given by: = 0.5, = 0., w = 0., w = 0.5, r = 0.5, B =, B =.. Finally, he iniial asses of he onsumer are zero. Soluion: Noe ha you needed o ompue he marginal uiliy funions. For he given lifeime uiliy funion, he marginal uiliy funions are, for =, : 6

7 v B = ; vl = l a. Consru he marginal rae of subsiuion funions beween onsumpion and leisure in eah of period one and period wo (Hin: hese expressions will be funions of onsumpion and leisure you are no being asked o solve for any numerial values ye). How does he preferene shifer affe his inraemporal margin? Soluion: As by now is rouine, he onsumpion-leisure marginal rae of subsiuion funion is MRSl = v / l v. Wih he given funions, he marginal rae of subsiuion funion in period, where is eiher or, is hus MRSl (, ) l =. B l Again, noe ha his funion is he MRS funion for period =,. From his funion i is lear ha a rise in B lowers his MRS, meaning a rise in B flaens he indifferene map over onsumpion and leisure wihin a given period. b. Consru he marginal rae of subsiuion funion beween period-one onsumpion and period-wo onsumpion. (Hin: Again, you are no being asked o solve for any numerial values ye.) How do he preferene shifers affe his ineremporal margin? Soluion: Again as by now should be rouine, he ineremporal MRS funion is given by MRS = v / v. Noe he subsrips: v denoes he marginal uiliy funion wih respe o period-one onsumpion, and v denoes he marginal uiliy funion wih respe o period-wo onsumpion. Using he given v funion, we have B MRS (, ) =. B The raio of B values aross he wo periods affes he slope of he indifferene map beween period-one and period-wo onsumpion. The larger is he raio B / B, he seeper is he indifferene map aross onsumpion in he wo periods he inerpreaion of his is ha he larger is B relaive o B, he more onfiden (reall our inerpreaion of B from lass) onsumers are abou he presen (period one) han hey are abou he fuure (period wo), hene he more period-wo onsumpion hey are willing o give up for a given inrease in period-one onsumpion (whih is our usual inerpreaion of he slope of an indifferene urve wih ploed on he horizonal axis and ploed on he verial axis). 7

8 . Using he expressions you developed in pars a and b along wih he lifeime budge onsrain (expressed in real erms ) and he given numerial values, solve numerially for he opimal hoies of onsumpion in eah of he wo periods and of leisure in he wo periods. (Hin: You need o se up and solve he appropriae Lagrangian.) (Noe: he ompuaions here are messy and he final answers do no neessarily work ou niely. To preserve some numerial auray, arry ou your ompuaions o a leas four deimal plaes.) Soluion: The LBC in real erms is ( ) (68 ) ( ) (68 ) w + = w l + l. (0.) + r + r This expression follows readily from expression (34) on p. 60 of he Leure Noes (i s probably a good idea o derive his from expression (34) if you don see i immediaely), wih zero iniial asses imposed. This LBC involves he four unknowns,,, l, and l, whih are he variables you are asked o solve for. We need hree oher expressions involving hese variables hese hree are he wo onsumpion-leisure opimaliy ondiions (one for eah of period one and period wo) and he one onsumpion-savings opimaliy ondiion. By now you should know how hese opimaliy ondiions an be obained by formulaing he appropriae Lagrangian for ease of exposiion he Lagrangian is omied here. Suffie i o say i is simply he above onsumpion-leisure and onsumpion-savings opimaliy ondiions ha emerge from he Lagrangian. The onsumpion-leisure opimaliy ondiions for period one and period wo and he onsumpion-savings opimaliy ondiion are, respeively, MRS l = = ( ) w, (0.) B l = =, (0.3) MRSl ( ) w B l MRS B = = + r. (0.4) B By now you should know he inerpreaion of hese opimaliy ondiions: hey simply represen he angeny beween a relevan budge onsrain and a relevan indifferene urve. Equaions (0.), (0.), (0.3), and (0.4) are now four equaions in he four unknowns,, l and l, so we an solve wih some algebrai effor. Le s deide o express he unknowns, l, and l all in erms of. One we have done his, we an subsiue ino he LBC and solve for. From (0.4), we ge ha 8

9 from (0.), we ge ha B = ( + r) ; (0.5) B l = ; (0.6) ( ) w B and from (0.3) we similarly ge ha l =. (0.7) ( ) w B In (0.7), we need o subsiue ou using (0.5) (beause, reall, we are rying o express he unknowns in erms of ), giving us + r l =. (0.8) ( ) w B Now, subsiue ino he LBC using (0.5), (0.6), and (0.8). Doing so and olleing all he resuling erms involving on he lef-hand-side (you should perform hese algebrai seps yourself.) gives us B + r 68( ) w + ( + r) ( ) w B ( ) wb ( ) wb = +, (0.9) + r in whih he only unknown, as desired, is. Insering all of he given numerial values, * * we finally find ha = Then using (0.5), (0.6), and (0.8) we find = , * l = , and l * = The individual hus works = hours per week in he firs period and = hours per week in he seond period. d. Based on your answer in par, how muh (in real erms) does he onsumer save in period one? Wha is he asse posiion ha he onsumer begins period wo wih? Soluion: Reall ha real privae savings (inlusive of axes is) inome minus ax paymens minus onsumpion. Given he soluion above, oal real inome in period one is (68 l) w = , of whih he amoun paid in axes is (68 l ) w = Disposable inome (gross inome less axes) in period one is hus = Subraing period-one onsumpion, we have ha real savings in period one is = Beause he onsumer began period one wih zero asses, a he end of period one his real asse posiion is hus (Then, wih posiive asses o begin period wo, he individual is able o onsume more han his inome in period wo perform his alulaion o verify his for yourself.) e. Suppose B were insead higher, a.6. How are your soluions in pars and d affeed? Provide brief inerpreaion in erms of onsumer onfidene. 9

10 Soluion: Examining he soluion (0.9), we see ha B eners he soluion in only one plae. I is easy o onlude from (0.9) ha a higher value of B will lead o a lower * value of opimal period-one onsumpion. Speifially, = 3.993, whih hen implies * = , l * = , and l = Wih B higher relaive o B (and wih he pariular way B eners he uiliy funion, speifially, muliplying ), he onsumer is more onfiden abou he eonomi sae in he fuure (period wo) han in he presen (period one). He hus works and onsumes less in period one, and works and onsumes more in period wo due o he rise in B. Savings in period one rises o ( ) w(68 l) =.0839, onsisen wih he inreased desire o pospone onsumpion unil period wo. 0

Problem 1 / 25 Problem 2 / 10 Problem 3 / 15 Problem 4 / 30 Problem 5 / 20 TOTAL / 100

Problem 1 / 25 Problem 2 / 10 Problem 3 / 15 Problem 4 / 30 Problem 5 / 20 TOTAL / 100 Deparmen of Applied Eonomis Johns Hopkins Universiy Eonomis 60 Maroeonomi Theory and Poliy Miderm Exam Suggesed Soluions Professor Sanjay Chugh Summer 0 NAME: The Exam has a oal of five (5) problems and

More information

Mathematical Foundations -1- Choice over Time. Choice over time. A. The model 2. B. Analysis of period 1 and period 2 3

Mathematical Foundations -1- Choice over Time. Choice over time. A. The model 2. B. Analysis of period 1 and period 2 3 Mahemaial Foundaions -- Choie over Time Choie over ime A. The model B. Analysis of period and period 3 C. Analysis of period and period + 6 D. The wealh equaion 0 E. The soluion for large T 5 F. Fuure

More information

Linear Quadratic Regulator (LQR) - State Feedback Design

Linear Quadratic Regulator (LQR) - State Feedback Design Linear Quadrai Regulaor (LQR) - Sae Feedbak Design A sysem is expressed in sae variable form as x = Ax + Bu n m wih x( ) R, u( ) R and he iniial ondiion x() = x A he sabilizaion problem using sae variable

More information

5. An economic understanding of optimal control as explained by Dorfman (1969) AGEC

5. An economic understanding of optimal control as explained by Dorfman (1969) AGEC This doumen was generaed a 1:27 PM, 09/17/15 Copyrigh 2015 Rihard T Woodward 5 An eonomi undersanding of opimal onrol as explained by Dorfman (1969) AGEC 642-2015 The purpose of his leure and he nex is

More information

Amit Mehra. Indian School of Business, Hyderabad, INDIA Vijay Mookerjee

Amit Mehra. Indian School of Business, Hyderabad, INDIA Vijay Mookerjee RESEARCH ARTICLE HUMAN CAPITAL DEVELOPMENT FOR PROGRAMMERS USING OPEN SOURCE SOFTWARE Ami Mehra Indian Shool of Business, Hyderabad, INDIA {Ami_Mehra@isb.edu} Vijay Mookerjee Shool of Managemen, Uniersiy

More information

Problem 1 / 25 Problem 2 / 20 Problem 3 / 10 Problem 4 / 15 Problem 5 / 30 TOTAL / 100

Problem 1 / 25 Problem 2 / 20 Problem 3 / 10 Problem 4 / 15 Problem 5 / 30 TOTAL / 100 eparmen of Applied Economics Johns Hopkins Universiy Economics 602 Macroeconomic Theory and Policy Miderm Exam Suggesed Soluions Professor Sanjay hugh Fall 2008 NAME: The Exam has a oal of five (5) problems

More information

Problem Set 5. Graduate Macro II, Spring 2017 The University of Notre Dame Professor Sims

Problem Set 5. Graduate Macro II, Spring 2017 The University of Notre Dame Professor Sims Problem Se 5 Graduae Macro II, Spring 2017 The Universiy of Nore Dame Professor Sims Insrucions: You may consul wih oher members of he class, bu please make sure o urn in your own work. Where applicable,

More information

Neoclassical Growth Model

Neoclassical Growth Model Neolaial Growh Model I. Inroduion As disued in he las haper, here are wo sandard ways o analyze he onsumpion-savings deision. They are. The long bu finie-lived people who leave heir hildren no beque. 2.

More information

Problem 1 / 25 Problem 2 / 25 Problem 3 / 35 Problem 4 / 20 TOTAL / 100

Problem 1 / 25 Problem 2 / 25 Problem 3 / 35 Problem 4 / 20 TOTAL / 100 Deparmen of Applied Economics Johns Hopkins Universiy Economics 60 acroeconomic Theory and Policy Final Exam Suggesed Soluions Professor Sanjay Chugh Spring 009 ay 4, 009 NAE: The Exam has a oal of four

More information

ANSWERS TO EVEN NUMBERED EXERCISES IN CHAPTER 6 SECTION 6.1: LIFE CYCLE CONSUMPTION AND WEALTH T 1. . Let ct. ) is a strictly concave function of c

ANSWERS TO EVEN NUMBERED EXERCISES IN CHAPTER 6 SECTION 6.1: LIFE CYCLE CONSUMPTION AND WEALTH T 1. . Let ct. ) is a strictly concave function of c John Riley December 00 S O EVEN NUMBERED EXERCISES IN CHAPER 6 SECION 6: LIFE CYCLE CONSUMPION AND WEALH Eercise 6-: Opimal saving wih more han one commodiy A consumer has a period uiliy funcion δ u (

More information

The Role of Money: Credible Asset or Numeraire? Masayuki Otaki (Institute of Social Science, University of Tokyo)

The Role of Money: Credible Asset or Numeraire? Masayuki Otaki (Institute of Social Science, University of Tokyo) DBJ Disussion Paper Series, No.04 The Role of Money: Credible Asse or Numeraire? Masayuki Oaki (Insiue of Soial Siene, Universiy of Tokyo) January 0 Disussion Papers are a series of preliminary maerials

More information

3.1.3 INTRODUCTION TO DYNAMIC OPTIMIZATION: DISCRETE TIME PROBLEMS. A. The Hamiltonian and First-Order Conditions in a Finite Time Horizon

3.1.3 INTRODUCTION TO DYNAMIC OPTIMIZATION: DISCRETE TIME PROBLEMS. A. The Hamiltonian and First-Order Conditions in a Finite Time Horizon 3..3 INRODUCION O DYNAMIC OPIMIZAION: DISCREE IME PROBLEMS A. he Hamilonian and Firs-Order Condiions in a Finie ime Horizon Define a new funcion, he Hamilonian funcion, H. H he change in he oal value of

More information

mywbut.com Lesson 11 Study of DC transients in R-L-C Circuits

mywbut.com Lesson 11 Study of DC transients in R-L-C Circuits mywbu.om esson Sudy of DC ransiens in R--C Ciruis mywbu.om Objeives Be able o wrie differenial equaion for a d iruis onaining wo sorage elemens in presene of a resisane. To develop a horough undersanding

More information

Online Supplement for The Value of Bespoke : Demand Learning, Preference Learning, and Customer Behavior

Online Supplement for The Value of Bespoke : Demand Learning, Preference Learning, and Customer Behavior Online Supplemen for The Value of Bespoke : Demand Learning, Preferene Learning, and Cusomer Behavior Tingliang Huang Carroll Shool of Managemen, Boson College, Chesnu Hill, Massahuses 0467, inglianghuang@bedu

More information

Economics 8105 Macroeconomic Theory Recitation 6

Economics 8105 Macroeconomic Theory Recitation 6 Economics 8105 Macroeconomic Theory Reciaion 6 Conor Ryan Ocober 11h, 2016 Ouline: Opimal Taxaion wih Governmen Invesmen 1 Governmen Expendiure in Producion In hese noes we will examine a model in which

More information

Teacher Quality Policy When Supply Matters: Online Appendix

Teacher Quality Policy When Supply Matters: Online Appendix Teaher Qualiy Poliy When Supply Maers: Online Appendix Jesse Rohsein July 24, 24 A Searh model Eah eaher draws a single ouside job offer eah year. If she aeps he offer, she exis eahing forever. The ouside

More information

Macroeconomic Theory Ph.D. Qualifying Examination Fall 2005 ANSWER EACH PART IN A SEPARATE BLUE BOOK. PART ONE: ANSWER IN BOOK 1 WEIGHT 1/3

Macroeconomic Theory Ph.D. Qualifying Examination Fall 2005 ANSWER EACH PART IN A SEPARATE BLUE BOOK. PART ONE: ANSWER IN BOOK 1 WEIGHT 1/3 Macroeconomic Theory Ph.D. Qualifying Examinaion Fall 2005 Comprehensive Examinaion UCLA Dep. of Economics You have 4 hours o complee he exam. There are hree pars o he exam. Answer all pars. Each par has

More information

Introduction to choice over time

Introduction to choice over time Microeconomic Theory -- Choice over ime Inroducion o choice over ime Individual choice Income and subsiuion effecs 7 Walrasian equilibrium ineres rae 9 pages John Riley Ocober 9, 08 Microeconomic Theory

More information

E β t log (C t ) + M t M t 1. = Y t + B t 1 P t. B t 0 (3) v t = P tc t M t Question 1. Find the FOC s for an optimum in the agent s problem.

E β t log (C t ) + M t M t 1. = Y t + B t 1 P t. B t 0 (3) v t = P tc t M t Question 1. Find the FOC s for an optimum in the agent s problem. Noes, M. Krause.. Problem Se 9: Exercise on FTPL Same model as in paper and lecure, only ha one-period govenmen bonds are replaced by consols, which are bonds ha pay one dollar forever. I has curren marke

More information

An Inventory Model for Weibull Time-Dependence. Demand Rate with Completely Backlogged. Shortages

An Inventory Model for Weibull Time-Dependence. Demand Rate with Completely Backlogged. Shortages Inernaional Mahemaial Forum, 5, 00, no. 5, 675-687 An Invenory Model for Weibull Time-Dependene Demand Rae wih Compleely Baklogged Shorages C. K. Tripahy and U. Mishra Deparmen of Saisis, Sambalpur Universiy

More information

Problem Set 9 Due December, 7

Problem Set 9 Due December, 7 EE226: Random Proesses in Sysems Leurer: Jean C. Walrand Problem Se 9 Due Deember, 7 Fall 6 GSI: Assane Gueye his problem se essenially reviews Convergene and Renewal proesses. No all exerises are o be

More information

Mass Transfer Coefficients (MTC) and Correlations I

Mass Transfer Coefficients (MTC) and Correlations I Mass Transfer Mass Transfer Coeffiiens (MTC) and Correlaions I 7- Mass Transfer Coeffiiens and Correlaions I Diffusion an be desribed in wo ways:. Deailed physial desripion based on Fik s laws and he diffusion

More information

Seminar 4: Hotelling 2

Seminar 4: Hotelling 2 Seminar 4: Hoelling 2 November 3, 211 1 Exercise Par 1 Iso-elasic demand A non renewable resource of a known sock S can be exraced a zero cos. Demand for he resource is of he form: D(p ) = p ε ε > A a

More information

Solutions Problem Set 3 Macro II (14.452)

Solutions Problem Set 3 Macro II (14.452) Soluions Problem Se 3 Macro II (14.452) Francisco A. Gallego 04/27/2005 1 Q heory of invesmen in coninuous ime and no uncerainy Consider he in nie horizon model of a rm facing adjusmen coss o invesmen.

More information

Fall 2017 Social Sciences 7418 University of Wisconsin-Madison Problem Set 1 Answers

Fall 2017 Social Sciences 7418 University of Wisconsin-Madison Problem Set 1 Answers Eonomis 435 enzie D. Cinn Fall 7 Soial Sienes 748 Universiy of Wisonsin-adison rolem Se Answers Due in leure on Wednesday, Sepemer. Be sure o pu your name on your prolem se. u oxes around your answers

More information

Solutions to Exercises in Chapter 5

Solutions to Exercises in Chapter 5 in 5. (a) The required inerval is b ± se( ) b where b = 4.768, =.4 and se( b ) =.39. Tha is 4.768 ±.4.39 = ( 4.4, 88.57) We esimae ha β lies beween 4.4 and 85.57. In repeaed samples 95% of similarly onsrued

More information

Essential Microeconomics : OPTIMAL CONTROL 1. Consider the following class of optimization problems

Essential Microeconomics : OPTIMAL CONTROL 1. Consider the following class of optimization problems Essenial Microeconomics -- 6.5: OPIMAL CONROL Consider he following class of opimizaion problems Max{ U( k, x) + U+ ( k+ ) k+ k F( k, x)}. { x, k+ } = In he language of conrol heory, he vecor k is he vecor

More information

KINEMATICS IN ONE DIMENSION

KINEMATICS IN ONE DIMENSION KINEMATICS IN ONE DIMENSION PREVIEW Kinemaics is he sudy of how hings move how far (disance and displacemen), how fas (speed and velociy), and how fas ha how fas changes (acceleraion). We say ha an objec

More information

Final Spring 2007

Final Spring 2007 .615 Final Spring 7 Overview The purpose of he final exam is o calculae he MHD β limi in a high-bea oroidal okamak agains he dangerous n = 1 exernal ballooning-kink mode. Effecively, his corresponds o

More information

1 Consumption and Risky Assets

1 Consumption and Risky Assets Soluions o Problem Se 8 Econ 0A - nd Half - Fall 011 Prof David Romer, GSI: Vicoria Vanasco 1 Consumpion and Risky Asses Consumer's lifeime uiliy: U = u(c 1 )+E[u(c )] Income: Y 1 = Ȳ cerain and Y F (

More information

EE40 Summer 2005: Lecture 2 Instructor: Octavian Florescu 1. Measuring Voltages and Currents

EE40 Summer 2005: Lecture 2 Instructor: Octavian Florescu 1. Measuring Voltages and Currents Announemens HW # Due oday a 6pm. HW # posed online oday and due nex Tuesday a 6pm. Due o sheduling onflis wih some sudens, lasses will resume normally his week and nex. Miderm enaively 7/. EE4 Summer 5:

More information

Macroeconomics I, UPF Professor Antonio Ciccone SOLUTIONS PROBLEM SET 1

Macroeconomics I, UPF Professor Antonio Ciccone SOLUTIONS PROBLEM SET 1 Macroeconomics I, UPF Professor Anonio Ciccone SOUTIONS PROBEM SET. (from Romer Advanced Macroeconomics Chaper ) Basic properies of growh raes which will be used over and over again. Use he fac ha he growh

More information

Solutions to Assignment 1

Solutions to Assignment 1 MA 2326 Differenial Equaions Insrucor: Peronela Radu Friday, February 8, 203 Soluions o Assignmen. Find he general soluions of he following ODEs: (a) 2 x = an x Soluion: I is a separable equaion as we

More information

The Trade-off between Intra- and Intergenerational Equity in Climate Policy

The Trade-off between Intra- and Intergenerational Equity in Climate Policy The Trade-off beween Inra- and Inergeneraional Equiy in Climae Poliy Kverndokk S. E. Nævdal and L. Nøsbakken Posprin version This is a pos-peer-review pre-opyedi version of an arile published in: European

More information

Derivation of longitudinal Doppler shift equation between two moving bodies in reference frame at rest

Derivation of longitudinal Doppler shift equation between two moving bodies in reference frame at rest Deriaion o longiudinal Doppler shi equaion beween wo moing bodies in reerene rame a res Masanori Sao Honda Eleronis Co., d., Oyamazuka, Oiwa-ho, Toyohashi, ihi 44-393, Japan E-mail: msao@honda-el.o.jp

More information

Optimal Transform: The Karhunen-Loeve Transform (KLT)

Optimal Transform: The Karhunen-Loeve Transform (KLT) Opimal ransform: he Karhunen-Loeve ransform (KL) Reall: We are ineresed in uniary ransforms beause of heir nie properies: energy onservaion, energy ompaion, deorrelaion oivaion: τ (D ransform; assume separable)

More information

Two Coupled Oscillators / Normal Modes

Two Coupled Oscillators / Normal Modes Lecure 3 Phys 3750 Two Coupled Oscillaors / Normal Modes Overview and Moivaion: Today we ake a small, bu significan, sep owards wave moion. We will no ye observe waves, bu his sep is imporan in is own

More information

Explaining Total Factor Productivity. Ulrich Kohli University of Geneva December 2015

Explaining Total Factor Productivity. Ulrich Kohli University of Geneva December 2015 Explaining Toal Facor Produciviy Ulrich Kohli Universiy of Geneva December 2015 Needed: A Theory of Toal Facor Produciviy Edward C. Presco (1998) 2 1. Inroducion Toal Facor Produciviy (TFP) has become

More information

Solutions to Odd Number Exercises in Chapter 6

Solutions to Odd Number Exercises in Chapter 6 1 Soluions o Odd Number Exercises in 6.1 R y eˆ 1.7151 y 6.3 From eˆ ( T K) ˆ R 1 1 SST SST SST (1 R ) 55.36(1.7911) we have, ˆ 6.414 T K ( ) 6.5 y ye ye y e 1 1 Consider he erms e and xe b b x e y e b

More information

(MS, ) Problem 1

(MS, ) Problem 1 MS, 7.6.4) AKTUAREKSAMEN KONTROL I FINANSIERING OG LIVSFORSIKRING ved Københavns Universie Sommer 24 Skriflig prøve den 4. juni 24 kl..-4.. All wrien aids are allowed. The wo problems of oally 3 quesions

More information

This document was generated at 1:04 PM, 09/10/13 Copyright 2013 Richard T. Woodward. 4. End points and transversality conditions AGEC

This document was generated at 1:04 PM, 09/10/13 Copyright 2013 Richard T. Woodward. 4. End points and transversality conditions AGEC his documen was generaed a 1:4 PM, 9/1/13 Copyrigh 213 Richard. Woodward 4. End poins and ransversaliy condiions AGEC 637-213 F z d Recall from Lecure 3 ha a ypical opimal conrol problem is o maimize (,,

More information

3. Differential Equations

3. Differential Equations 3. Differenial Equaions 3.. inear Differenial Equaions of Firs rder A firs order differenial equaion is an equaion of he form d() d ( ) = F ( (),) (3.) As noed above, here will in general be a whole la

More information

The primal versus the dual approach to the optimal Ramsey tax problem

The primal versus the dual approach to the optimal Ramsey tax problem The primal versus he dual approah o he opimal Ramsey ax prolem y George Eonomides a, Aposolis Philippopoulos,, and Vangelis Vassilaos a Deparmen of Inernaional and European Eonomi Sudies, Ahens Universiy

More information

Cooperative Ph.D. Program in School of Economic Sciences and Finance QUALIFYING EXAMINATION IN MACROECONOMICS. August 8, :45 a.m. to 1:00 p.m.

Cooperative Ph.D. Program in School of Economic Sciences and Finance QUALIFYING EXAMINATION IN MACROECONOMICS. August 8, :45 a.m. to 1:00 p.m. Cooperaive Ph.D. Program in School of Economic Sciences and Finance QUALIFYING EXAMINATION IN MACROECONOMICS Augus 8, 213 8:45 a.m. o 1: p.m. THERE ARE FIVE QUESTIONS ANSWER ANY FOUR OUT OF FIVE PROBLEMS.

More information

WEEK-3 Recitation PHYS 131. of the projectile s velocity remains constant throughout the motion, since the acceleration a x

WEEK-3 Recitation PHYS 131. of the projectile s velocity remains constant throughout the motion, since the acceleration a x WEEK-3 Reciaion PHYS 131 Ch. 3: FOC 1, 3, 4, 6, 14. Problems 9, 37, 41 & 71 and Ch. 4: FOC 1, 3, 5, 8. Problems 3, 5 & 16. Feb 8, 018 Ch. 3: FOC 1, 3, 4, 6, 14. 1. (a) The horizonal componen of he projecile

More information

3.6 Derivatives as Rates of Change

3.6 Derivatives as Rates of Change 3.6 Derivaives as Raes of Change Problem 1 John is walking along a sraigh pah. His posiion a he ime >0 is given by s = f(). He sars a =0from his house (f(0) = 0) and he graph of f is given below. (a) Describe

More information

Chapter 7: Solving Trig Equations

Chapter 7: Solving Trig Equations Haberman MTH Secion I: The Trigonomeric Funcions Chaper 7: Solving Trig Equaions Le s sar by solving a couple of equaions ha involve he sine funcion EXAMPLE a: Solve he equaion sin( ) The inverse funcions

More information

Jang-Ting Guo Lecture 1-1. Introduction and Some Basics. The building blocks of modern macroeconomics are

Jang-Ting Guo Lecture 1-1. Introduction and Some Basics. The building blocks of modern macroeconomics are Jang-Ting Guo Leure - Inroduion and Some Basis The building bloks of modern maroeonomis are () Solow (Neolassial) growh model Opimal (Ramse) growh model Real business le (RBC) model () Overlapping generaions

More information

Lecture Notes 5: Investment

Lecture Notes 5: Investment Lecure Noes 5: Invesmen Zhiwei Xu (xuzhiwei@sju.edu.cn) Invesmen decisions made by rms are one of he mos imporan behaviors in he economy. As he invesmen deermines how he capials accumulae along he ime,

More information

Math 333 Problem Set #2 Solution 14 February 2003

Math 333 Problem Set #2 Solution 14 February 2003 Mah 333 Problem Se #2 Soluion 14 February 2003 A1. Solve he iniial value problem dy dx = x2 + e 3x ; 2y 4 y(0) = 1. Soluion: This is separable; we wrie 2y 4 dy = x 2 + e x dx and inegrae o ge The iniial

More information

T. J. HOLMES AND T. J. KEHOE INTERNATIONAL TRADE AND PAYMENTS THEORY FALL 2011 EXAMINATION

T. J. HOLMES AND T. J. KEHOE INTERNATIONAL TRADE AND PAYMENTS THEORY FALL 2011 EXAMINATION ECON 841 T. J. HOLMES AND T. J. KEHOE INTERNATIONAL TRADE AND PAYMENTS THEORY FALL 211 EXAMINATION This exam has wo pars. Each par has wo quesions. Please answer one of he wo quesions in each par for a

More information

Lecture Notes 3: Quantitative Analysis in DSGE Models: New Keynesian Model

Lecture Notes 3: Quantitative Analysis in DSGE Models: New Keynesian Model Lecure Noes 3: Quaniaive Analysis in DSGE Models: New Keynesian Model Zhiwei Xu, Email: xuzhiwei@sju.edu.cn The moneary policy plays lile role in he basic moneary model wihou price sickiness. We now urn

More information

Full file at

Full file at Full file a hps://frasockeu SOLUTIONS TO CHAPTER 2 Problem 2 (a) The firm's problem is o choose he quaniies of capial, K, and effecive labor, AL, in order o minimize coss, wal + rk, subjec o he producion

More information

Suggested Solutions to Assignment 4 (REQUIRED) Submisson Deadline and Location: March 27 in Class

Suggested Solutions to Assignment 4 (REQUIRED) Submisson Deadline and Location: March 27 in Class EC 450 Advanced Macroeconomics Insrucor: Sharif F Khan Deparmen of Economics Wilfrid Laurier Universiy Winer 2008 Suggesed Soluions o Assignmen 4 (REQUIRED) Submisson Deadline and Locaion: March 27 in

More information

A Dynamic Model of Economic Fluctuations

A Dynamic Model of Economic Fluctuations CHAPTER 15 A Dynamic Model of Economic Flucuaions Modified for ECON 2204 by Bob Murphy 2016 Worh Publishers, all righs reserved IN THIS CHAPTER, OU WILL LEARN: how o incorporae dynamics ino he AD-AS model

More information

Economic Growth & Development: Part 4 Vertical Innovation Models. By Kiminori Matsuyama. Updated on , 11:01:54 AM

Economic Growth & Development: Part 4 Vertical Innovation Models. By Kiminori Matsuyama. Updated on , 11:01:54 AM Economic Growh & Developmen: Par 4 Verical Innovaion Models By Kiminori Masuyama Updaed on 20-04-4 :0:54 AM Page of 7 Inroducion In he previous models R&D develops producs ha are new ie imperfec subsiues

More information

Inventory Analysis and Management. Multi-Period Stochastic Models: Optimality of (s, S) Policy for K-Convex Objective Functions

Inventory Analysis and Management. Multi-Period Stochastic Models: Optimality of (s, S) Policy for K-Convex Objective Functions Muli-Period Sochasic Models: Opimali of (s, S) Polic for -Convex Objecive Funcions Consider a seing similar o he N-sage newsvendor problem excep ha now here is a fixed re-ordering cos (> 0) for each (re-)order.

More information

ANSWERS TO EVEN NUMBERED EXERCISES IN CHAPTER 2

ANSWERS TO EVEN NUMBERED EXERCISES IN CHAPTER 2 ANSWERS TO EVEN NUMBERED EXERCISES IN CHAPTER Seion Eerise -: Coninuiy of he uiliy funion Le λ ( ) be he monooni uiliy funion defined in he proof of eisene of uiliy funion If his funion is oninuous y hen

More information

Midterm Exam. Macroeconomic Theory (ECON 8105) Larry Jones. Fall September 27th, Question 1: (55 points)

Midterm Exam. Macroeconomic Theory (ECON 8105) Larry Jones. Fall September 27th, Question 1: (55 points) Quesion 1: (55 poins) Macroeconomic Theory (ECON 8105) Larry Jones Fall 2016 Miderm Exam Sepember 27h, 2016 Consider an economy in which he represenaive consumer lives forever. There is a good in each

More information

T L. t=1. Proof of Lemma 1. Using the marginal cost accounting in Equation(4) and standard arguments. t )+Π RB. t )+K 1(Q RB

T L. t=1. Proof of Lemma 1. Using the marginal cost accounting in Equation(4) and standard arguments. t )+Π RB. t )+K 1(Q RB Elecronic Companion EC.1. Proofs of Technical Lemmas and Theorems LEMMA 1. Le C(RB) be he oal cos incurred by he RB policy. Then we have, T L E[C(RB)] 3 E[Z RB ]. (EC.1) Proof of Lemma 1. Using he marginal

More information

EE100 Lab 3 Experiment Guide: RC Circuits

EE100 Lab 3 Experiment Guide: RC Circuits I. Inroducion EE100 Lab 3 Experimen Guide: A. apaciors A capacior is a passive elecronic componen ha sores energy in he form of an elecrosaic field. The uni of capaciance is he farad (coulomb/vol). Pracical

More information

This document was generated at 7:34 PM, 07/27/09 Copyright 2009 Richard T. Woodward

This document was generated at 7:34 PM, 07/27/09 Copyright 2009 Richard T. Woodward his documen was generaed a 7:34 PM, 07/27/09 Copyrigh 2009 Richard. Woodward 15. Bang-bang and mos rapid approach problems AGEC 637 - Summer 2009 here are some problems for which he opimal pah does no

More information

Lecture 2-1 Kinematics in One Dimension Displacement, Velocity and Acceleration Everything in the world is moving. Nothing stays still.

Lecture 2-1 Kinematics in One Dimension Displacement, Velocity and Acceleration Everything in the world is moving. Nothing stays still. Lecure - Kinemaics in One Dimension Displacemen, Velociy and Acceleraion Everyhing in he world is moving. Nohing says sill. Moion occurs a all scales of he universe, saring from he moion of elecrons in

More information

Chapter 8 The Complete Response of RL and RC Circuits

Chapter 8 The Complete Response of RL and RC Circuits Chaper 8 he Complee Response of R and RC Ciruis Exerises Ex 8.3-1 Before he swih loses: Afer he swih loses: 2 = = 8 Ω so = 8 0.05 = 0.4 s. 0.25 herefore R ( ) Finally, 2.5 ( ) = o + ( (0) o ) = 2 + V for

More information

Advanced and Contemporary Topics in Macroeconomics I

Advanced and Contemporary Topics in Macroeconomics I Advaned and Conemporary Topis in Maroeonomis I Alemayehu Geda Email: ag2526@gmail.om Web Page: www.alemayehu.om Class Leure Noe 2 Neolassial Growh Theory wih Endogenous Saving Ramsey-Cass-Koopmans & OLG

More information

Economics 602 Macroeconomic Theory and Policy Final Exam Suggested Solutions Professor Sanjay Chugh Spring 2011

Economics 602 Macroeconomic Theory and Policy Final Exam Suggested Solutions Professor Sanjay Chugh Spring 2011 Deparmen of Applied Economics Johns Hopkins Universiy Economics 60 Macroeconomic Theory and Policy Final Exam Suggesed Soluions Professor Sanjay Chugh Spring 0 NAME: The Exam has a oal of four (4) problems

More information

The average rate of change between two points on a function is d t

The average rate of change between two points on a function is d t SM Dae: Secion: Objecive: The average rae of change beween wo poins on a funcion is d. For example, if he funcion ( ) represens he disance in miles ha a car has raveled afer hours, hen finding he slope

More information

Vehicle Arrival Models : Headway

Vehicle Arrival Models : Headway Chaper 12 Vehicle Arrival Models : Headway 12.1 Inroducion Modelling arrival of vehicle a secion of road is an imporan sep in raffic flow modelling. I has imporan applicaion in raffic flow simulaion where

More information

Circuit Variables. AP 1.1 Use a product of ratios to convert two-thirds the speed of light from meters per second to miles per second: 1 ft 12 in

Circuit Variables. AP 1.1 Use a product of ratios to convert two-thirds the speed of light from meters per second to miles per second: 1 ft 12 in Circui Variables 1 Assessmen Problems AP 1.1 Use a produc of raios o conver wo-hirds he speed of ligh from meers per second o miles per second: ( ) 2 3 1 8 m 3 1 s 1 cm 1 m 1 in 2.54 cm 1 f 12 in 1 mile

More information

Reading from Young & Freedman: For this topic, read sections 25.4 & 25.5, the introduction to chapter 26 and sections 26.1 to 26.2 & 26.4.

Reading from Young & Freedman: For this topic, read sections 25.4 & 25.5, the introduction to chapter 26 and sections 26.1 to 26.2 & 26.4. PHY1 Elecriciy Topic 7 (Lecures 1 & 11) Elecric Circuis n his opic, we will cover: 1) Elecromoive Force (EMF) ) Series and parallel resisor combinaions 3) Kirchhoff s rules for circuis 4) Time dependence

More information

Some Basic Information about M-S-D Systems

Some Basic Information about M-S-D Systems Some Basic Informaion abou M-S-D Sysems 1 Inroducion We wan o give some summary of he facs concerning unforced (homogeneous) and forced (non-homogeneous) models for linear oscillaors governed by second-order,

More information

Chapter 8 The Complete Response of RL and RC Circuits

Chapter 8 The Complete Response of RL and RC Circuits Chaper 8 The Complee Response of RL and RC Circuis Seoul Naional Universiy Deparmen of Elecrical and Compuer Engineering Wha is Firs Order Circuis? Circuis ha conain only one inducor or only one capacior

More information

13.3 Term structure models

13.3 Term structure models 13.3 Term srucure models 13.3.1 Expecaions hypohesis model - Simples "model" a) shor rae b) expecaions o ge oher prices Resul: y () = 1 h +1 δ = φ( δ)+ε +1 f () = E (y +1) (1) =δ + φ( δ) f (3) = E (y +)

More information

UNIVERSITY OF OSLO DEPARTMENT OF ECONOMICS

UNIVERSITY OF OSLO DEPARTMENT OF ECONOMICS UNIVERSITY OF OSLO DEPARTMENT OF ECONOMICS Exam: ECON4325 Moneary Policy Dae of exam: Tuesday, May 24, 206 Grades are given: June 4, 206 Time for exam: 2.30 p.m. 5.30 p.m. The problem se covers 5 pages

More information

SOLUTIONS TO ECE 3084

SOLUTIONS TO ECE 3084 SOLUTIONS TO ECE 384 PROBLEM 2.. For each sysem below, specify wheher or no i is: (i) memoryless; (ii) causal; (iii) inverible; (iv) linear; (v) ime invarian; Explain your reasoning. If he propery is no

More information

BU Macro BU Macro Fall 2008, Lecture 4

BU Macro BU Macro Fall 2008, Lecture 4 Dynamic Programming BU Macro 2008 Lecure 4 1 Ouline 1. Cerainy opimizaion problem used o illusrae: a. Resricions on exogenous variables b. Value funcion c. Policy funcion d. The Bellman equaion and an

More information

SMT 2014 Calculus Test Solutions February 15, 2014 = 3 5 = 15.

SMT 2014 Calculus Test Solutions February 15, 2014 = 3 5 = 15. SMT Calculus Tes Soluions February 5,. Le f() = and le g() =. Compue f ()g (). Answer: 5 Soluion: We noe ha f () = and g () = 6. Then f ()g () =. Plugging in = we ge f ()g () = 6 = 3 5 = 5.. There is a

More information

Problem Set #1 - Answers

Problem Set #1 - Answers Fall Term 24 Page of 7. Use indifference curves and a curved ransformaion curve o illusrae a free rade equilibrium for a counry facing an exogenous inernaional price. Then show wha happens if ha exogenous

More information

CHAPTER 12 DIRECT CURRENT CIRCUITS

CHAPTER 12 DIRECT CURRENT CIRCUITS CHAPTER 12 DIRECT CURRENT CIUITS DIRECT CURRENT CIUITS 257 12.1 RESISTORS IN SERIES AND IN PARALLEL When wo resisors are conneced ogeher as shown in Figure 12.1 we said ha hey are conneced in series. As

More information

SIMULATION STUDY OF STOCHASTIC CHANNEL REDISTRIBUTION

SIMULATION STUDY OF STOCHASTIC CHANNEL REDISTRIBUTION Developmens in Business Simulaion and Experienial Learning, Volume 3, 3 SIMULATIO STUDY OF STOCHASTIC CHAEL REDISTRIBUTIO Yao Dong-Qing Towson Universiy dyao@owson.edu ABSTRACT In his paper, we invesigae

More information

2.7. Some common engineering functions. Introduction. Prerequisites. Learning Outcomes

2.7. Some common engineering functions. Introduction. Prerequisites. Learning Outcomes Some common engineering funcions 2.7 Inroducion This secion provides a caalogue of some common funcions ofen used in Science and Engineering. These include polynomials, raional funcions, he modulus funcion

More information

Unit Root Time Series. Univariate random walk

Unit Root Time Series. Univariate random walk Uni Roo ime Series Univariae random walk Consider he regression y y where ~ iid N 0, he leas squares esimae of is: ˆ yy y y yy Now wha if = If y y hen le y 0 =0 so ha y j j If ~ iid N 0, hen y ~ N 0, he

More information

Cosumnes River College Principles of Macroeconomics Problem Set 1 Due January 30, 2017

Cosumnes River College Principles of Macroeconomics Problem Set 1 Due January 30, 2017 Spring 0 Cosumnes River College Principles of Macroeconomics Problem Se Due Januar 0, 0 Name: Soluions Prof. Dowell Insrucions: Wrie he answers clearl and concisel on hese shees in he spaces provided.

More information

AN INVENTORY MODEL FOR DETERIORATING ITEMS WITH EXPONENTIAL DECLINING DEMAND AND PARTIAL BACKLOGGING

AN INVENTORY MODEL FOR DETERIORATING ITEMS WITH EXPONENTIAL DECLINING DEMAND AND PARTIAL BACKLOGGING Yugoslav Journal of Operaions Researh 5 (005) Number 77-88 AN INVENTORY MODEL FOR DETERIORATING ITEMS WITH EXPONENTIAL DECLINING DEMAND AND PARTIAL BACKLOGGING Liang-Yuh OUYANG Deparmen of Managemen Sienes

More information

Chapters 6 & 7: Trigonometric Functions of Angles and Real Numbers. Divide both Sides by 180

Chapters 6 & 7: Trigonometric Functions of Angles and Real Numbers. Divide both Sides by 180 Algebra Chapers & : Trigonomeric Funcions of Angles and Real Numbers Chapers & : Trigonomeric Funcions of Angles and Real Numbers - Angle Measures Radians: - a uni (rad o measure he size of an angle. rad

More information

FINM 6900 Finance Theory

FINM 6900 Finance Theory FINM 6900 Finance Theory Universiy of Queensland Lecure Noe 4 The Lucas Model 1. Inroducion In his lecure we consider a simple endowmen economy in which an unspecified number of raional invesors rade asses

More information

Financial Econometrics Jeffrey R. Russell Midterm Winter 2009 SOLUTIONS

Financial Econometrics Jeffrey R. Russell Midterm Winter 2009 SOLUTIONS Name SOLUTIONS Financial Economerics Jeffrey R. Russell Miderm Winer 009 SOLUTIONS You have 80 minues o complee he exam. Use can use a calculaor and noes. Try o fi all your work in he space provided. If

More information

Module 2 F c i k c s la l w a s o s f dif di fusi s o i n

Module 2 F c i k c s la l w a s o s f dif di fusi s o i n Module Fick s laws of diffusion Fick s laws of diffusion and hin film soluion Adolf Fick (1855) proposed: d J α d d d J (mole/m s) flu (m /s) diffusion coefficien and (mole/m 3 ) concenraion of ions, aoms

More information

Online Appendix to Fiscal Consolidation in an Open Economy with Sovereign Premia and without Monetary Policy Independence

Online Appendix to Fiscal Consolidation in an Open Economy with Sovereign Premia and without Monetary Policy Independence Online Appendix o Fisal Consolidaion in an Open Eonomy wih Sovereign Premia and wihou Moneary Poliy Independene Aposolis Philippopoulos, a,b Peros Varhaliis, and Vanghelis Vassilaos a a Ahens Universiy

More information

5.1 - Logarithms and Their Properties

5.1 - Logarithms and Their Properties Chaper 5 Logarihmic Funcions 5.1 - Logarihms and Their Properies Suppose ha a populaion grows according o he formula P 10, where P is he colony size a ime, in hours. When will he populaion be 2500? We

More information

5. The Lucas Critique and Monetary Policy

5. The Lucas Critique and Monetary Policy 5. The Luas Criique and Monear Poli John B. Talor, Ma 6, 013 Eonomeri Poli Evaluaion: A Criique Highl influenial (Nobel Prize Adds o he ase for oli rules Shows diffiulies of eonomeri oli evaluaion when

More information

(Radiation Dominated) Last Update: 21 June 2006

(Radiation Dominated) Last Update: 21 June 2006 Chaper Rik s Cosmology uorial: he ime-emperaure Relaionship in he Early Universe Chaper he ime-emperaure Relaionship in he Early Universe (Radiaion Dominaed) Las Updae: 1 June 006 1. Inroduion n In Chaper

More information

( ) a system of differential equations with continuous parametrization ( T = R + These look like, respectively:

( ) a system of differential equations with continuous parametrization ( T = R + These look like, respectively: XIII. DIFFERENCE AND DIFFERENTIAL EQUATIONS Ofen funcions, or a sysem of funcion, are paramerized in erms of some variable, usually denoed as and inerpreed as ime. The variable is wrien as a funcion of

More information

Traveling Waves. Chapter Introduction

Traveling Waves. Chapter Introduction Chaper 4 Traveling Waves 4.1 Inroducion To dae, we have considered oscillaions, i.e., periodic, ofen harmonic, variaions of a physical characerisic of a sysem. The sysem a one ime is indisinguishable from

More information

Problem Set on Differential Equations

Problem Set on Differential Equations Problem Se on Differenial Equaions 1. Solve he following differenial equaions (a) x () = e x (), x () = 3/ 4. (b) x () = e x (), x (1) =. (c) xe () = + (1 x ()) e, x () =.. (An asse marke model). Le p()

More information

Capacitance and Inductance. The Capacitor

Capacitance and Inductance. The Capacitor apaiane and Induane OUTINE apaiors apaior volage, urren, power, energy Induors eure 9, 9/9/5 Reading Hambley haper 3 (A) EE4 Fall 5 eure 9, Slide The apaior Two onduors (a,b) separaed by an insulaor: differene

More information

ECON Lecture 4 (OB), Sept. 14, 2010

ECON Lecture 4 (OB), Sept. 14, 2010 ECON4925 21 Leure 4 (OB), Sep. 14, 21 Exraion under imperfe ompeiion: monopoly, oligopoly and he arel-fringe model Perman e al. (23), Ch. 15.6; Salan (1976) 2 MONOPOLISTIC EXPLOITATION OF A NATURAL RESOURCE

More information

Math 2142 Exam 1 Review Problems. x 2 + f (0) 3! for the 3rd Taylor polynomial at x = 0. To calculate the various quantities:

Math 2142 Exam 1 Review Problems. x 2 + f (0) 3! for the 3rd Taylor polynomial at x = 0. To calculate the various quantities: Mah 4 Eam Review Problems Problem. Calculae he 3rd Taylor polynomial for arcsin a =. Soluion. Le f() = arcsin. For his problem, we use he formula f() + f () + f ()! + f () 3! for he 3rd Taylor polynomial

More information

= ( ) ) or a system of differential equations with continuous parametrization (T = R

= ( ) ) or a system of differential equations with continuous parametrization (T = R XIII. DIFFERENCE AND DIFFERENTIAL EQUATIONS Ofen funcions, or a sysem of funcion, are paramerized in erms of some variable, usually denoed as and inerpreed as ime. The variable is wrien as a funcion of

More information

Phys1112: DC and RC circuits

Phys1112: DC and RC circuits Name: Group Members: Dae: TA s Name: Phys1112: DC and RC circuis Objecives: 1. To undersand curren and volage characerisics of a DC RC discharging circui. 2. To undersand he effec of he RC ime consan.

More information