1 Price Indexation and In ation Inertia

Size: px
Start display at page:

Download "1 Price Indexation and In ation Inertia"

Transcription

1 Lecures on Moneary Policy, In aion and he Business Cycle Moneary Policy Design: Exensions [0/05 Preliminary and Incomplee/Do No Circulae] Jordi Galí Price Indexaion and In aion Ineria. In aion Dynamics Here we consider a variaion of he baseline sicky price model in which rms index heir prices o lagged in aion. In paricular we assume ha he price of goods sold in period + k by a rm ha las re-opimized is price in period is given by P +kj = P +k j ( +k ) () for k = ; ; ::: wih P j P and where [0; ] is he degree of indexaion. As in he baseline model rms reopimize heir prices only wih probabiliy in any given period. Wih indexaion, a rm reopimizing is price in period will maximize choose a price: max P k E Q;+k P +kj Y +kj +k(y +kj ) k=0 subjec o he indexaion rule () and he sequence of demand consrains Y +kjk = (P +kj =P +k ) C +k for k = 0; ; ; :::where Q ;+k k C+k P C P +k is he sochasic discoun facor for nominal payo s, () is he cos funcion, and Y +kjk denoes oupu in period + k for a rm ha las rese is price in period. Noice ha, as in he las secion of chaper 4, we are allowing for an exogenous, ime varying price elasiciy of demand (as in Seinsson (003)). The rs order condiion for ha problem akes he form k=0 k E Q ;+k Y +kj P ( +k jk ) P +kmc +kj = 0

2 where jk P =P k. Tha opimaliy condiion can be log-linearized around a zero in aion seady sae o yield, afer some manipulaion: p p = k=0 () k E ( )( ) + ( ) = E fp + p g + ( )( ) + ( ) fmc +k + ( ) +k fmc + ( ) () where fmc mc + and log. Noice ha in he presence of indexaion, expeced fuure in aion has a more limied impac on price seing, since rms realize hey will be able o reduce is impac on heir relaive price hrough he auomaic indexaion mechanism (albei parially and wih a lag), unil hey have a change o re-opimize again. On he oher hand, he law of moion for he price level is given by P (P ) + ( ) (P ) which can be log-linearized around he zero in aion seady sae o yield = + ( ) (p p ) (3) Combining () and (3) we obain he following second order di erence equaion describing he dynamics of in aion: = E f + g + cmc + u ( )( )( ) where and u (+( )) ( ). Using he simple relaionship beween marginal cos and he oupu gap derived in chaper 4, we can derive he following version of he new Keynesian Phillips curve in erms of quasidi erenced in aion e : e = E fe + g + ey + u (4) where ( + ').and ey is he oupu gap, undersood here as he logdeviaion of oupu from is equilibrium level under exible prices and a consan markup.

3 . Welfare Approximaion As shown in chaper 5, a second order approximaion o he represenaive consumer s uiliy losses akes he form W = E 0 ( + ') ey + var i fp (i)g As shown in Woodford (003, chap. 6)), in he presence of indexaion of he sor assumed above he following relaionship holds var i fp (i)g = ( ) Hence, we see how in he presen environmen relaive price disorions arise as a resul of deviaions in in aion from he rae a which indexed prices are increasing, no as a consequence of in aion in iself. In paricular, in he presence of full indexaion ( = ) only changes in in aion, bu no he level of in aion, have disorionary e ecs. Combining he above resuls we can derive he following approximae welfare loss funcion for an economy wih indexaion: W = E 0 ( + ') ey + e 3

4 .3 Opimal Moneary Policy wih In aion Ineria We revisi he opimal policy under discreion and commimen, in he presence of in aion ineria resuling from backward-looking indexaion by rms. For simpliciy we assume he cos-push shock u follows a whie noise process..3. The Case of Discreion The moneary auhoriy minimizes he period loss funcion y ey + e where y, subjec o he "radeo " equaion e = ey + where E fe + g + u is aken as given by he cenral bank. The opimaliy condiion for ha problem is ey = e Subsiuing his opimaliy condiion ino (4) and solving forward we obain = + + u and ey = + u Hence, and in conras wih he model wih no indexaion, he opimal policy wih discreion implies persisen deviaions of in aion form arge, even in he limiing case of whie noise disurbances. The inuiion for ha resul is sraighforward: due o backward-looking indexaion he in aionary impac of he shock remains once he shock is gone; in order o minimize relaive price disorions and he oupu gap he cenral bank should fully accommodae hose second round in aionary e ecs of he shock..3. The Case of Commimen Now he moneary auhoriy chooses a sae-coningen policy fey ; e g ha maximizes E 0 [ y ey + e ] 4

5 subjec o a sequence of consrains Firs order condiions: e = E fe + g + ey + u y ey ' = 0 e + ' ' = 0 for = 0; ; ; :::and wih ' = 0. Eliminaing he mulipliers and focusing on we have ey 0 = e ey = ey e = ; ; ::: which in urn can be wrien more compacly as ey = (bp bp ) for = 0; ; ; ::: where bp p p. Subsiuing ino he in aion equaion and rearranging erms we obain ep = a ep + a E fep + g + a u where ep bp bp and a. The saionary soluion is given by: ++ p 4a a ep = ep + u (5) where (0; ). Equivalenly, in erms of deviaions of he price level from he implici arge p we have he following AR() process: o bp = ( + ) bp bp + u Noice also ha, independenly of, he oupu gap will evolve according ey = ey u Hence, and o he exen ha + >, he opimal response of in aion o a ransiory cos-push shock will display some posiive serial correlaion a shor horizons. Tha opimal ineria arises from he desire o avoid he large relaive price disorions associaed wih large deviaions of in aion from. See Fig 3. in Giannoni and Woodford (005). 5

6 Transacions Fricions In he secion we resore an explici role for money in our model by assuming ha real balances genrae uiliy. Hence, as in chaper, preferences are now represened by a discouned sum of he form E 0 X U C ; M ; N P where M denoes moneary holdings in period and P is he price index. The ow budge consrain now akes he form (once opimal allocaion of expendiures is accouned for): P C + R B + M B + M + W N T We specify he uiliy funcion o have he funcional form U C ; M ; N = C P + (M =P ) m N +' + ' As shown in Woodford (RES, 00x), in ha environmen a second order approximaion o he uiliy of he represenaive household around a zero in aion, undisored seady sae akes he form: W = E 0 + y ey + r r + :i:p: where, for simpliciy, we ignore he zero lower bound on he nominal ineres rae. Inuiion: he nominal rae acs as a ax on real balances, wih associae deadweigh loss convex in he ax rae. 6

7 . Opimal Moneary Policy wih Commimen The moneary auhoriy is assumed o choose a sae-coningen policy fey ; g ha maximizes E 0 + y ey + r r subjec o he sequence of consrains: = ey + E f + g + u ey = (r E f + g rr ) + E fey + g The Lagrangean can be se up as follows: L = E 0 ( + y ey + r r ) + ; ( ey + ) + ; (ey + r Firs order condiions: + ey + ) y ey ( ; ; + ; ) = 0 + ( ; ; ; ) = 0 r r + ; = 0 Subsiuing ; we have (for = ; ; 3; :::): y ey ; r r + r r = 0 + ( ; ; ) + r r = 0 which in urn can be combined (for = ; 3; 4; :::) y ey + + r r r r + r r = 0 7

8 Finally, rearranging erms, i yields he super-inerial Taylor rule: r = ( + ) r + r + r + y r ey (6) which is independen of he saisical properies of he disurbances ( robusly opimal ). Togeher wih he NKPC and IS, i can also be shown o have a locally unique soluion. See gure 3.3 in GW, wih impulse responses o naural real rae shock. Remarks: a policy radeo arises even in he absence of cos push shocks, resuling from he desire o avoid large ucuaions in ineres raes. in he limiing case r = 0, we recover: ey = y.. 8

9 .. A Targeing Rule Represenaion Le q r + y r ey. Then we can rewrie (6) as: ( L)( L) r = q where 0 < < <. Hence, a each period ineres rae mus be se so ha he condiion: ( L) r = is sais ed. Muliplying boh sides by k=0 k E fq +k g r ( ) we obain F () + F (ey) = y ey r r r where = y y ( ) < 0, r r( )( ) < 0, and r ( ), and F (z) ( ) P k=0 k E fz +k g which is a weighed forecas wih weighs adding up o one. Remarks: well de ned rule, even hough i does no deermine r explicily. inerpreaion: deermines he arge for he in aion forecas, as a funcion of oupu gap forecass and pas condiions. mean horizon for he relevan in aion projecion is ( ) P k=0 k k =. Under Woodford s baseline calibraion = 0:68, implying a mean forecase horizon of : quarers, much shorer han common pracice by in aion argeing cenral banks. under a welfare-heoreic inerpreaion of he loss funcion y =, hus implying = ( ), suggesing ha forecass of fuure oupu gaps should have lile e ec on he in aion forecas arge. 9

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

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

Policy regimes Theory

Policy regimes Theory Advanced Moneary Theory and Policy EPOS 2012/13 Policy regimes Theory Giovanni Di Barolomeo giovanni.dibarolomeo@uniroma1.i The moneary policy regime The simple model: x = - s (i - p e ) + x e + e D p

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

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

Online Appendix to Solution Methods for Models with Rare Disasters

Online Appendix to Solution Methods for Models with Rare Disasters Online Appendix o Soluion Mehods for Models wih Rare Disasers Jesús Fernández-Villaverde and Oren Levinal In his Online Appendix, we presen he Euler condiions of he model, we develop he pricing Calvo block,

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

Different assumptions in the literature: Wages/prices set one period in advance and last for one period

Different assumptions in the literature: Wages/prices set one period in advance and last for one period Øisein Røisland, 5.3.7 Lecure 8: Moneary policy in New Keynesian models: Inroducing nominal rigidiies Differen assumpions in he lieraure: Wages/prices se one period in advance and las for one period Saggering

More information

Optimal Monetary Policy with the Cost Channel: Appendix (not for publication)

Optimal Monetary Policy with the Cost Channel: Appendix (not for publication) Opimal Moneary Policy wih he Cos Channel: Appendix (no for publicaion) Federico Ravenna andcarlewalsh Nov 24 Derivaions for secion 2 The flexible-price equilibrium oupu (eq 9) When price are flexible,

More information

Macroeconomics Qualifying Examination

Macroeconomics Qualifying Examination Macroeconomics Qualifying Examinaion January 205 Deparmen of Economics UNC Chapel Hill Insrucions: This examinaion consiss of four quesions. Answer all quesions. If you believe a quesion is ambiguously

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

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

A New-Keynesian Model

A New-Keynesian Model Deparmen of Economics Universiy of Minnesoa Macroeconomic Theory Varadarajan V. Chari Spring 215 A New-Keynesian Model Prepared by Keyvan Eslami A New-Keynesian Model You were inroduced o a monopolisic

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

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

Optimal Monetary Policy and Equilibrium Determinacy with Liquidity Constrained Households and Sticky Wages

Optimal Monetary Policy and Equilibrium Determinacy with Liquidity Constrained Households and Sticky Wages Opimal Moneary Policy and Equilibrium Deerminacy wih Liquidiy Consrained Households and Sicky Wages Guido Ascari Universiy of Pavia and Kiel IfW Lorenza Rossi Universiy of Pavia Ocober 9, VERY PRELIMINARY

More information

Optimal Monetary Policy in the New Keynesian Model

Optimal Monetary Policy in the New Keynesian Model Opimal Moneary Policy in he New Keynesian Model Eric Sims Universiy of Nore Dame Spring 217 1 Inroducion These noes describe opimal moneary policy in he basic New Keynesian model. 2 Re-wriing he Basic

More information

Chapter 14 A Model of Imperfect Competition and Staggered Pricing

Chapter 14 A Model of Imperfect Competition and Staggered Pricing George Alogoskoufis, Dynamic Macroeconomic Theory, 205 Chaper 4 A Model of Imperfec Compeiion and Saggered Pricing In his chaper we presen he srucure of an alernaive new Keynesian model of aggregae flucuaions.

More information

Chapter 15 A Model with Periodic Wage Contracts

Chapter 15 A Model with Periodic Wage Contracts George Alogoskoufis, Dynamic Macroeconomics, 2016 Chaper 15 A Model wih Periodic Wage Conracs In his chaper we analyze an alernaive model of aggregae flucuaions, which is based on periodic nominal wage

More information

Endogenous Rule-of-Thumb Price Setters and Monetary Policy

Endogenous Rule-of-Thumb Price Setters and Monetary Policy Endogenous Rule-of-Thumb Price Seers and Moneary Policy Rober Amano y, Rhys Mendes z, and Sephen Murchison x Bank of Canada PRELIMINARY AND INCOMPLETE November 9, 2009 Absrac Sudies evaluaing he e cacy

More information

Currency Misalignments and Optimal Monetary Policy: A Reexamination

Currency Misalignments and Optimal Monetary Policy: A Reexamination Appendix: No for Publicaion Currency Misalignmens and Opimal Moneary Policy: A eexaminaion Charles Engel Universiy of isconsin July 8, Appendix A Model Equaions Aa Households The represenaive household

More information

Introduction D P. r = constant discount rate, g = Gordon Model (1962): constant dividend growth rate.

Introduction D P. r = constant discount rate, g = Gordon Model (1962): constant dividend growth rate. Inroducion Gordon Model (1962): D P = r g r = consan discoun rae, g = consan dividend growh rae. If raional expecaions of fuure discoun raes and dividend growh vary over ime, so should he D/P raio. Since

More information

Chapter 13 A New Keynesian Model with Periodic Wage Contracts

Chapter 13 A New Keynesian Model with Periodic Wage Contracts George Alogoskoufis, Dynamic Macroeconomic Theory, 2015 Chaper 13 A New Keynesian Model wih Periodic Wage Conracs The realizaion of he insabiliy of he original Phillips curve has gradually led o a paradigm

More information

MONOPOLISTIC COMPETITION IN A DSGE MODEL: PART II OCTOBER 4, 2011 BUILDING THE EQUILIBRIUM. p = 1. Dixit-Stiglitz Model

MONOPOLISTIC COMPETITION IN A DSGE MODEL: PART II OCTOBER 4, 2011 BUILDING THE EQUILIBRIUM. p = 1. Dixit-Stiglitz Model MONOPOLISTIC COMPETITION IN A DSGE MODEL: PART II OCTOBER 4, 211 Dixi-Sigliz Model BUILDING THE EQUILIBRIUM DS MODEL I or II Puing hings ogeher impose symmery across all i 1 pzf k( k, n) = r & 1 pzf n(

More information

A User s Guide to Solving Real Business Cycle Models. by a single representative agent. It is assumed that both output and factor markets are

A User s Guide to Solving Real Business Cycle Models. by a single representative agent. It is assumed that both output and factor markets are page, Harley, Hoover, Salyer, RBC Models: A User s Guide A User s Guide o Solving Real Business Cycle Models The ypical real business cycle model is based upon an economy populaed by idenical infiniely-lived

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

3 Optimal Informational Interest Rate Rule 3.1. Introduction

3 Optimal Informational Interest Rate Rule 3.1. Introduction 3 Opimal Informaional Ineres Rae Rule 3.1. Inroducion Any public policy may be undersood as a public signal of he curren sae of he economy as i informs he views of he governmenal auhoriy o all agens. This

More information

Appendix to The Macroeconomics of Trend Inflation Journal of Economic Literature, September 2014

Appendix to The Macroeconomics of Trend Inflation Journal of Economic Literature, September 2014 Appendix o The Macroeconomics of Trend Inflaion Journal of Economic Lieraure, Sepember 204 Guido Ascari Universiy of Oxford and Universiy of Pavia Argia M. Sbordone Federal Reserve Bank of New York Sepember

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

DSGE methods. Introduction to Dynare via Clarida, Gali, and Gertler (1999) Willi Mutschler, M.Sc.

DSGE methods. Introduction to Dynare via Clarida, Gali, and Gertler (1999) Willi Mutschler, M.Sc. DSGE mehods Inroducion o Dynare via Clarida, Gali, and Gerler (1999) Willi Muschler, M.Sc. Insiue of Economerics and Economic Saisics Universiy of Münser willi.muschler@uni-muenser.de Summer 2014 Willi

More information

Final Exam Advanced Macroeconomics I

Final Exam Advanced Macroeconomics I Advanced Macroeconomics I WS 00/ Final Exam Advanced Macroeconomics I February 8, 0 Quesion (5%) An economy produces oupu according o α α Y = K (AL) of which a fracion s is invesed. echnology A is exogenous

More information

BOKDSGE: A DSGE Model for the Korean Economy

BOKDSGE: A DSGE Model for the Korean Economy BOKDSGE: A DSGE Model for he Korean Economy June 4, 2008 Joong Shik Lee, Head Macroeconomeric Model Secion Research Deparmen The Bank of Korea Ouline 1. Background 2. Model srucure & parameer values 3.

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

Problem set 3: Endogenous Innovation - Solutions

Problem set 3: Endogenous Innovation - Solutions Problem se 3: Endogenous Innovaion - Soluions Loïc Baé Ocober 25, 22 Opimaliy in he R & D based endogenous growh model Imporan feaure of his model: he monopoly markup is exogenous, so ha here is no need

More information

On the Taylor Rule and Optimal Monetary Policy in a Natural Rate Model. George Alogoskoufis*

On the Taylor Rule and Optimal Monetary Policy in a Natural Rate Model. George Alogoskoufis* On he Taylor Rule and Opimal Moneary Policy in a Naural Rae Model by George Alogoskoufis* June 015. Revised May 016 Absrac This paper invesigaes he sabilizing role of moneary policy in a dynamic, sochasic

More information

Sophisticated Monetary Policies. Andrew Atkeson. V.V. Chari. Patrick Kehoe

Sophisticated Monetary Policies. Andrew Atkeson. V.V. Chari. Patrick Kehoe Sophisicaed Moneary Policies Andrew Akeson UCLA V.V. Chari Universiy of Minnesoa Parick Kehoe Federal Reserve Bank of Minneapolis and Universiy of Minnesoa Barro, Lucas-Sokey Approach o Policy Solve Ramsey

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

Diebold, Chapter 7. Francis X. Diebold, Elements of Forecasting, 4th Edition (Mason, Ohio: Cengage Learning, 2006). Chapter 7. Characterizing Cycles

Diebold, Chapter 7. Francis X. Diebold, Elements of Forecasting, 4th Edition (Mason, Ohio: Cengage Learning, 2006). Chapter 7. Characterizing Cycles Diebold, Chaper 7 Francis X. Diebold, Elemens of Forecasing, 4h Ediion (Mason, Ohio: Cengage Learning, 006). Chaper 7. Characerizing Cycles Afer compleing his reading you should be able o: Define covariance

More information

Optimal Discretionary Monetary Policy in a Micro-Founded Model with a Zero Lower Bound on Nominal Interest Rate

Optimal Discretionary Monetary Policy in a Micro-Founded Model with a Zero Lower Bound on Nominal Interest Rate Opimal Discreionary Moneary Policy in a Micro-Founded Model wih a Zero Lower Bound on Nominal Ineres Rae Phuong V. Ngo a, a Deparmen of Economics, Cleveland Sae Universiy, 2121 Euclid Avenue, Cleveland,

More information

NOMINAL RIGIDITIES IN A DSGE MODEL: THE CANONICAL NEW KEYNESIAN MODEL OCTOBER 18, 2011 THE AGGREGATE SUPPLY BLOCK. Simplifying the NK Model

NOMINAL RIGIDITIES IN A DSGE MODEL: THE CANONICAL NEW KEYNESIAN MODEL OCTOBER 18, 2011 THE AGGREGATE SUPPLY BLOCK. Simplifying the NK Model NOMINAL RIGIDITIES IN A DSGE MODEL: THE CANONICAL NEW KEYNESIAN MODEL OCTOBER 8, 20 Simplifying he NK Model THE AGGREGATE SUPPLY BLOCK Opimal pricing and aggregae inflaion described by ε * * ε ε ε p i

More information

Strategic Complementarities and Optimal Monetary Policy

Strategic Complementarities and Optimal Monetary Policy Sraegic Complemenariies and Opimal Moneary Policy Andrew T. Levin, J. David Lopez-Salido, and Tack Yun Board of Governors of he Federal Reserve Sysem Augus 2006 In his paper, we show ha sraegic complemenariies

More information

A Dual-Target Monetary Policy Rule for Open Economies: An Application to France ABSTRACT

A Dual-Target Monetary Policy Rule for Open Economies: An Application to France ABSTRACT A Dual-arge Moneary Policy Rule for Open Economies: An Applicaion o France ABSRAC his paper proposes a dual arges moneary policy rule for small open economies. In addiion o a domesic moneary arge, his

More information

OBJECTIVES OF TIME SERIES ANALYSIS

OBJECTIVES OF TIME SERIES ANALYSIS OBJECTIVES OF TIME SERIES ANALYSIS Undersanding he dynamic or imedependen srucure of he observaions of a single series (univariae analysis) Forecasing of fuure observaions Asceraining he leading, lagging

More information

ACE 562 Fall Lecture 8: The Simple Linear Regression Model: R 2, Reporting the Results and Prediction. by Professor Scott H.

ACE 562 Fall Lecture 8: The Simple Linear Regression Model: R 2, Reporting the Results and Prediction. by Professor Scott H. ACE 56 Fall 5 Lecure 8: The Simple Linear Regression Model: R, Reporing he Resuls and Predicion by Professor Sco H. Irwin Required Readings: Griffihs, Hill and Judge. "Explaining Variaion in he Dependen

More information

1. Consider a pure-exchange economy with stochastic endowments. The state of the economy

1. Consider a pure-exchange economy with stochastic endowments. The state of the economy Answer 4 of he following 5 quesions. 1. Consider a pure-exchange economy wih sochasic endowmens. The sae of he economy in period, 0,1,..., is he hisory of evens s ( s0, s1,..., s ). The iniial sae is given.

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

Forecasting optimally

Forecasting optimally I) ile: Forecas Evaluaion II) Conens: Evaluaing forecass, properies of opimal forecass, esing properies of opimal forecass, saisical comparison of forecas accuracy III) Documenaion: - Diebold, Francis

More information

Has the Inflation Process Changed? A Comment *

Has the Inflation Process Changed? A Comment * Has he Inflaion Process Changed? A Commen * Jordi Galí CREI, UPF, CEPR and NBER Augus 2004 * Based on he discussion of Cecchei and Debelle s paper Has he Inflaion Process Changed? presened a he Third BIS

More information

Optimal Government Spending at the Zero Bound: Nonlinear and Non-Ricardian Analysis

Optimal Government Spending at the Zero Bound: Nonlinear and Non-Ricardian Analysis Opimal Governmen Spending a he Zero Bound: Nonlinear and Non-Ricardian Analysis Taisuke Nakaa New York Universiy Firs Draf: May 9 This Draf : April Absrac This paper characerizes opimal governmen spending

More information

14 Autoregressive Moving Average Models

14 Autoregressive Moving Average Models 14 Auoregressive Moving Average Models In his chaper an imporan parameric family of saionary ime series is inroduced, he family of he auoregressive moving average, or ARMA, processes. For a large class

More information

Linear-Quadratic Approximation to Optimal Policy: An Algorithm and Two Applications

Linear-Quadratic Approximation to Optimal Policy: An Algorithm and Two Applications Linear-Quadraic Approximaion o Opimal Policy: An Algorihm and Two Applicaions Filippo Alissimo y European Cenral Bank and CEPR Diego Rodríguez Palenzuela x European Cenral Bank Sepember, 25 Vasco Cúrdia

More information

ACE 562 Fall Lecture 4: Simple Linear Regression Model: Specification and Estimation. by Professor Scott H. Irwin

ACE 562 Fall Lecture 4: Simple Linear Regression Model: Specification and Estimation. by Professor Scott H. Irwin ACE 56 Fall 005 Lecure 4: Simple Linear Regression Model: Specificaion and Esimaion by Professor Sco H. Irwin Required Reading: Griffihs, Hill and Judge. "Simple Regression: Economic and Saisical Model

More information

Types of Exponential Smoothing Methods. Simple Exponential Smoothing. Simple Exponential Smoothing

Types of Exponential Smoothing Methods. Simple Exponential Smoothing. Simple Exponential Smoothing M Business Forecasing Mehods Exponenial moohing Mehods ecurer : Dr Iris Yeung Room No : P79 Tel No : 788 8 Types of Exponenial moohing Mehods imple Exponenial moohing Double Exponenial moohing Brown s

More information

Licenciatura de ADE y Licenciatura conjunta Derecho y ADE. Hoja de ejercicios 2 PARTE A

Licenciatura de ADE y Licenciatura conjunta Derecho y ADE. Hoja de ejercicios 2 PARTE A Licenciaura de ADE y Licenciaura conjuna Derecho y ADE Hoja de ejercicios PARTE A 1. Consider he following models Δy = 0.8 + ε (1 + 0.8L) Δ 1 y = ε where ε and ε are independen whie noise processes. In

More information

SZG Macro 2011 Lecture 3: Dynamic Programming. SZG macro 2011 lecture 3 1

SZG Macro 2011 Lecture 3: Dynamic Programming. SZG macro 2011 lecture 3 1 SZG Macro 2011 Lecure 3: Dynamic Programming SZG macro 2011 lecure 3 1 Background Our previous discussion of opimal consumpion over ime and of opimal capial accumulaion sugges sudying he general decision

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

Dynamics of Firms and Trade in General Equilibrium. Robert Dekle, Hyeok Jeong and Nobuhiro Kiyotaki USC, KDI School and Princeton

Dynamics of Firms and Trade in General Equilibrium. Robert Dekle, Hyeok Jeong and Nobuhiro Kiyotaki USC, KDI School and Princeton Dynamics of Firms and Trade in General Equilibrium Rober Dekle, Hyeok Jeong and Nobuhiro Kiyoaki USC, KDI School and Princeon real exchange rae.5 2 Figure. Aggregae Exchange Rae Disconnec in Japan 98 99

More information

1 Answers to Final Exam, ECN 200E, Spring

1 Answers to Final Exam, ECN 200E, Spring 1 Answers o Final Exam, ECN 200E, Spring 2004 1. A good answer would include he following elemens: The equiy premium puzzle demonsraed ha wih sandard (i.e ime separable and consan relaive risk aversion)

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

Instrumental rules and targeting regimes. Giovanni Di Bartolomeo University of Teramo

Instrumental rules and targeting regimes. Giovanni Di Bartolomeo University of Teramo Insrumenal rules and argeing regimes Giovanni Di Barolomeo Universiy of Teramo Preview Definiions Par one Insrumenal rules 1. Taylor rule 2. The problem of insabiliy (Taylor principle) Par wo Targeing

More information

Lecture 20: Riccati Equations and Least Squares Feedback Control

Lecture 20: Riccati Equations and Least Squares Feedback Control 34-5 LINEAR SYSTEMS Lecure : Riccai Equaions and Leas Squares Feedback Conrol 5.6.4 Sae Feedback via Riccai Equaions A recursive approach in generaing he marix-valued funcion W ( ) equaion for i for he

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

Rational Bubbles in Non-Linear Business Cycle Models. Robert Kollmann Université Libre de Bruxelles & CEPR

Rational Bubbles in Non-Linear Business Cycle Models. Robert Kollmann Université Libre de Bruxelles & CEPR Raional Bubbles in Non-Linear Business Cycle Models Rober Kollmann Universié Libre de Bruxelles & CEPR April 9, 209 Main resul: non-linear DSGE models have more saionary equilibria han you hink! Blanchard

More information

ECON 482 / WH Hong Time Series Data Analysis 1. The Nature of Time Series Data. Example of time series data (inflation and unemployment rates)

ECON 482 / WH Hong Time Series Data Analysis 1. The Nature of Time Series Data. Example of time series data (inflation and unemployment rates) ECON 48 / WH Hong Time Series Daa Analysis. The Naure of Time Series Daa Example of ime series daa (inflaion and unemploymen raes) ECON 48 / WH Hong Time Series Daa Analysis The naure of ime series daa

More information

( ) (, ) F K L = F, Y K N N N N. 8. Economic growth 8.1. Production function: Capital as production factor

( ) (, ) F K L = F, Y K N N N N. 8. Economic growth 8.1. Production function: Capital as production factor 8. Economic growh 8.. Producion funcion: Capial as producion facor Y = α N Y (, ) = F K N Diminishing marginal produciviy of capial and labor: (, ) F K L F K 2 ( K, L) K 2 (, ) F K L F L 2 ( K, L) L 2

More information

LABOR MATCHING MODELS: BASIC DSGE IMPLEMENTATION APRIL 12, 2012

LABOR MATCHING MODELS: BASIC DSGE IMPLEMENTATION APRIL 12, 2012 LABOR MATCHING MODELS: BASIC DSGE IMPLEMENTATION APRIL 12, 2012 FIRM VACANCY-POSTING PROBLEM Dynamic firm profi-maimizaion problem ma 0 ( ) f Ξ v, n + 1 = 0 ( f y wn h g v ) Discoun facor beween ime 0

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 Brock-Mirman Stochastic Growth Model

The Brock-Mirman Stochastic Growth Model c December 3, 208, Chrisopher D. Carroll BrockMirman The Brock-Mirman Sochasic Growh Model Brock and Mirman (972) provided he firs opimizing growh model wih unpredicable (sochasic) shocks. The social planner

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

Optimal Policy When the In ation Target is not Optimal

Optimal Policy When the In ation Target is not Optimal Opimal Policy When he In aion Targe is no Opimal Sergio A. Lago Alves March 7, 0 Absrac This paper derives he opimal policy o be followed by a welfare-concerned cenral bank when assigned an in aion arge

More information

Master s Thesis. Comparing the Monetary Policies of the Fed and the ECB: A New Keynesian Approach. Arda Özcan

Master s Thesis. Comparing the Monetary Policies of the Fed and the ECB: A New Keynesian Approach. Arda Özcan Maser s Thesis Comparing he Moneary Policies of he Fed and he ECB: A New Keynesian Approach Arda Özcan Maser of Economics and Managemen Science Humbold Universiy of Berlin Suden Number: 5375 Examiner:

More information

Lecture Notes 2. The Hilbert Space Approach to Time Series

Lecture Notes 2. The Hilbert Space Approach to Time Series Time Series Seven N. Durlauf Universiy of Wisconsin. Basic ideas Lecure Noes. The Hilber Space Approach o Time Series The Hilber space framework provides a very powerful language for discussing he relaionship

More information

SUPPLEMENTARY INFORMATION

SUPPLEMENTARY INFORMATION SUPPLEMENTARY INFORMATION DOI: 0.038/NCLIMATE893 Temporal resoluion and DICE * Supplemenal Informaion Alex L. Maren and Sephen C. Newbold Naional Cener for Environmenal Economics, US Environmenal Proecion

More information

Money Shocks in a Markov-Switching VAR for the U.S. Economy

Money Shocks in a Markov-Switching VAR for the U.S. Economy Money Shocks in a Markov-Swiching VAR for he U.S. Economy Cesar E. Tamayo Deparmen of Economics, Rugers Universiy Sepember 17, 01 Absrac In his brief noe a wo-sae Markov-Swiching VAR (MS-VAR) on oupu,

More information

Graduate Macro Theory II: A New Keynesian Model with Both Price and Wage Stickiness

Graduate Macro Theory II: A New Keynesian Model with Both Price and Wage Stickiness Graduae Macro Theory II: A New Keynesian Model wih Boh Price and Wage Sickiness Eric Sims Universiy of Nore Dame Spring 27 Inroducion This se of noes augmens he basic NK model o include nominal wage rigidiy.

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

Inflation-Targeting, Price-Path Targeting and Indeterminacy

Inflation-Targeting, Price-Path Targeting and Indeterminacy WORKING PAPER SERIES Inflaion-Targeing, Price-Pah Targeing and Indeerminacy Rober D. Dimar and William T. Gavin Working Paper 2004-007B hp://research.slouisfed.org/wp/2004/2004-007.pdf March 2004 Revised

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

Chapter 2. First Order Scalar Equations

Chapter 2. First Order Scalar Equations Chaper. Firs Order Scalar Equaions We sar our sudy of differenial equaions in he same way he pioneers in his field did. We show paricular echniques o solve paricular ypes of firs order differenial equaions.

More information

Excel-Based Solution Method For The Optimal Policy Of The Hadley And Whittin s Exact Model With Arma Demand

Excel-Based Solution Method For The Optimal Policy Of The Hadley And Whittin s Exact Model With Arma Demand Excel-Based Soluion Mehod For The Opimal Policy Of The Hadley And Whiin s Exac Model Wih Arma Demand Kal Nami School of Business and Economics Winson Salem Sae Universiy Winson Salem, NC 27110 Phone: (336)750-2338

More information

The consumption-based determinants of the term structure of discount rates: Corrigendum. Christian Gollier 1 Toulouse School of Economics March 2012

The consumption-based determinants of the term structure of discount rates: Corrigendum. Christian Gollier 1 Toulouse School of Economics March 2012 The consumpion-based deerminans of he erm srucure of discoun raes: Corrigendum Chrisian Gollier Toulouse School of Economics March 0 In Gollier (007), I examine he effec of serially correlaed growh raes

More information

III. Module 3. Empirical and Theoretical Techniques

III. Module 3. Empirical and Theoretical Techniques III. Module 3. Empirical and Theoreical Techniques Applied Saisical Techniques 3. Auocorrelaion Correcions Persisence affecs sandard errors. The radiional response is o rea he auocorrelaion as a echnical

More information

Economics 6130 Cornell University Fall 2016 Macroeconomics, I - Part 2

Economics 6130 Cornell University Fall 2016 Macroeconomics, I - Part 2 Economics 6130 Cornell Universiy Fall 016 Macroeconomics, I - Par Problem Se # Soluions 1 Overlapping Generaions Consider he following OLG economy: -period lives. 1 commodiy per period, l = 1. Saionary

More information

Lecture 5. Time series: ECM. Bernardina Algieri Department Economics, Statistics and Finance

Lecture 5. Time series: ECM. Bernardina Algieri Department Economics, Statistics and Finance Lecure 5 Time series: ECM Bernardina Algieri Deparmen Economics, Saisics and Finance Conens Time Series Modelling Coinegraion Error Correcion Model Two Seps, Engle-Granger procedure Error Correcion Model

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

Seminar 5 Sustainability

Seminar 5 Sustainability Seminar 5 Susainabiliy Soluions Quesion : Hyperbolic Discouning -. Suppose a faher inheris a family forune of 0 million NOK an he wans o use some of i for himself (o be precise, he share ) bu also o beques

More information

Ready for euro? Empirical study of the actual monetary policy independence in Poland VECM modelling

Ready for euro? Empirical study of the actual monetary policy independence in Poland VECM modelling Macroeconomerics Handou 2 Ready for euro? Empirical sudy of he acual moneary policy independence in Poland VECM modelling 1. Inroducion This classes are based on: Łukasz Goczek & Dagmara Mycielska, 2013.

More information

Unemployment and Mismatch in the UK

Unemployment and Mismatch in the UK Unemploymen and Mismach in he UK Jennifer C. Smih Universiy of Warwick, UK CAGE (Cenre for Compeiive Advanage in he Global Economy) BoE/LSE Conference on Macroeconomics and Moneary Policy: Unemploymen,

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

Wage rigidities in an estimated DSGE model of the UK labour market

Wage rigidities in an estimated DSGE model of the UK labour market Wage rigidiies in an esimaed DSGE model of he UK labour marke Renao Faccini Sephen Millard Bank of England March 2012 Francesco Zanei Absrac We esimae a New Keynesian model wih maching fricions and nominal

More information

ψ(t) = V x (0)V x (t)

ψ(t) = V x (0)V x (t) .93 Home Work Se No. (Professor Sow-Hsin Chen Spring Term 5. Due March 7, 5. This problem concerns calculaions of analyical expressions for he self-inermediae scaering funcion (ISF of he es paricle in

More information

Graduate Macro Theory II: A New Keynesian Model with Price Stickiness

Graduate Macro Theory II: A New Keynesian Model with Price Stickiness Graduae Macro Theory II: A New Keynesian Model wih Price Sickiness Eric Sims Universiy of Nore Dame Spring 215 1 Inroducion This se of noes lays and ou and analyzes he canonical New Keynesian NK model.

More information

1. An introduction to dynamic optimization -- Optimal Control and Dynamic Programming AGEC

1. An introduction to dynamic optimization -- Optimal Control and Dynamic Programming AGEC This documen was generaed a :45 PM 8/8/04 Copyrigh 04 Richard T. Woodward. An inroducion o dynamic opimizaion -- Opimal Conrol and Dynamic Programming AGEC 637-04 I. Overview of opimizaion Opimizaion is

More information

ARGEMmy: an intermediate DSGE model calibrated/estimated for Argentina: two policy rules are often better than one

ARGEMmy: an intermediate DSGE model calibrated/estimated for Argentina: two policy rules are often better than one ARGEMmy: an inermediae DSGE model calibraed/esimaed for Argenina: wo policy rules are ofen beer han one Guillermo J. Escudé Cenral Bank of Argenina Paper presened o he conference on Quaniaive Approaches

More information

Lecture 4 Kinetics of a particle Part 3: Impulse and Momentum

Lecture 4 Kinetics of a particle Part 3: Impulse and Momentum MEE Engineering Mechanics II Lecure 4 Lecure 4 Kineics of a paricle Par 3: Impulse and Momenum Linear impulse and momenum Saring from he equaion of moion for a paricle of mass m which is subjeced o an

More information

Monetary Union and Macroeconomic Stabilization. Dominik Groll

Monetary Union and Macroeconomic Stabilization. Dominik Groll Moneary Union and Macroeconomic Sabilizaion Dominik Groll No. 1881 November 2013 Kiel Insiue for he World Economy, Hindenburgufer 66, 24105 Kiel, Germany Kiel Working Paper No. 1881 November 2013 Moneary

More information

Linear Response Theory: The connection between QFT and experiments

Linear Response Theory: The connection between QFT and experiments Phys540.nb 39 3 Linear Response Theory: The connecion beween QFT and experimens 3.1. Basic conceps and ideas Q: How do we measure he conduciviy of a meal? A: we firs inroduce a weak elecric field E, and

More information

Nontradable Goods and the Real Exchange Rate

Nontradable Goods and the Real Exchange Rate Nonradable Goods and e Real Excange Rae au Rabanal Inernaional Moneary Fund Vicene Tuesa CENTRUM Caólica Tis version: Augus 3, 22 Absrac Tis online appendix provides e equilibrium condiions of e model

More information

Has the Business Cycle Changed? Evidence and Explanations. Appendix

Has the Business Cycle Changed? Evidence and Explanations. Appendix Has he Business Ccle Changed? Evidence and Explanaions Appendix Augus 2003 James H. Sock Deparmen of Economics, Harvard Universi and he Naional Bureau of Economic Research and Mark W. Wason* Woodrow Wilson

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