Is Low Responsiveness of Income Tax Functions to Sectoral Output an Answer to Sri Lanka s Declining Tax Revenue Ratio?

Size: px
Start display at page:

Download "Is Low Responsiveness of Income Tax Functions to Sectoral Output an Answer to Sri Lanka s Declining Tax Revenue Ratio?"

Transcription

1 Is Low Responsiveness of Income Tax Funcions o Secoral Oupu an Answer o Sri Lanka s Declining Tax Revenue Raio? P.Y.N. Madhushani and Ananda Jayawickrema Deparmen of Economics and Saisics, Universiy of Peradeniya, Sri Lanka Keywords: Tax elasiciy; Srucural change; Declining ax raio Inroducion From 1950s o he presen, he economic srucure of Sri Lanka has changed significanly.six or seven decades ago he counry was highly dependen on is agriculural secor. Bu he GDP of he counry oday is mosly generaed in service and indusrial secors. Since domesic agriculure is a small scale subsisence secor, one may no expec high conribuion of ha secor o he ax revenue. Bu he growh of indusrial and service secors resuls in large corporae secor and raises he income of employees of he secors. Therefore, he expansion of services and indusrial secor is expeced o generae high posiive impac on he ax revenue, especially income ax revenue. This sudy focuses on long-erm ax elasiciies of income axes of Sri Lanka in relaion o changes in he secoral composiion of oupu. Tax buoyancy is an indicaor o measure he efficiency and responsiveness of revenue mobilizaion in response o growh in he ax base, GDP or naional income. A ax is said o be buoyan if ax revenue increases more han proporionaely in response o a rise in he ax base. If he ax revenue shows less responsiveness o ax base, ha ype of axes fails o generae enough revenue for he governmen in he long run. Ahmad (1994) finds ha he expansion in agriculural and service secors is no very imporan in he deerminaion of ax revenue. Bu he indusrial secor growh repors a posiive impac on ax revenue collecion of developing counries. Tancy and Zee (2001) 9

2 find he uncerainy of agriculural income and informal secor income as a reason for low ax collecion in developing counries. Indrarane (2003) cies ax evasion, ax avoidance and ax incenives as major reasons for he low responsiveness of axes o he naional income. Waidyasekar (2004) and Jayawickrama (2008) reveal ha he buoyancy of corporae income ax and goods and service axes are low and ha caused a decline rend in he average ax raio. There are many sudies ha focused on ax buoyancy of Sri Lanka using GDP as he ax base. No sudies used segregaion of ax based, as agriculure, indusry and services incomes o examine he responsiveness of axes o changes in secoral oupu. Objecive The objecive of his sudy is o examine he responsiveness of income ax funcions of Sri Lanka wih respec o changes in he composiion of GDP in order o find an answer o declining rend in he ax revenue raio. Mehodology This sudy esimaes personal income ax and corporae income ax funcions of Sri Lanka using annual daa from 1973 o In his sudy, ax revenue is assumed o be a funcion of ax base ( y ), average of marginal ax raes ( τ ) and some unobserved facors ( u ). In order o find he elasiciy parameer wih respec o ax base, he sudy uses he following logarihmic form in he esimaion: ln( ax ) = τ + u.(1) β 0 + β1 ln( y ) + β 2 The parameer β in (1) can be inerpreed as long-erm income (axbase) elasiciy of ax revenue. The income elasiciy of ax is imporan 1 in deermining he buoyancy of a ax or a ax sysem and ax buoyancy requires β in (1) o be greaer han one. This sudy separaes 1 y in (1) o 10

3 agr y, ind y and ser y which represen agriculural, indusry and service secor oupu respecively. Wih his modificaion (1) can be wrien as agr agr ind ind ser ser β 0 + β1 ln( y ) + β1 ln( y ) + β1 ln( y ) + β 2 ln( ax ) = τ + u...(2) agr In which β, 1 ind β1 ser and β are secoral-oupu elasiciy of ax revenue. 1 Since he regressan and regressor variables in (2) are non-saionary, he Leas Squares mehod of esimaion does no produce reliable esimaes for parameers of (2). However, he long-erm parameers of (2) can be derived from a dynamic model in a form of an auoregressive disribued lag (ADL) model. Since (2) conains I(1) variables, an I(0) error erm indicaes ha (2) is a coinegraing regression in which he leas squares parameer esimaes are super-consisen. The ADL ype dynamic model generaes long-erm (coinegraing) soluions wih sandard and F disribuions (Pesaran and Shin, 1998). Resuls and Discussion Equaion (2) is esimaed using personal income ax revenue and corporae income ax revenue as dependen variables. The real values of income axes and secoral oupu are obained by deflaing hem by he GDP deflaor. The ax raes used in he wo ax funcions are average personal income ax rae and he average corporae income ax rae. Tables 1 and 3 give he ADL esimaion of personal and corporae income ax funcions (see in Annexure A). The lag lengh of he esimaed models is se o one by AIC and SC model selecion crieria. The esimaed models were subjec o ess on auo-correlaion, auoregressive condiional heeroscedasiciy, normaliy of he error erm, heeroscesdasiciy and regression specificaion errors. Tables 2 and 4 give he long-erm relaionships of he relevan ax funcions. In he dynamic model of he personal income ax funcion, a level dummy was included for he year 2012 o hold an unprediced fall in 11

4 ax revenue. The model has an impressive predicive power and passes all diagnosic ess. The error correcion uni roo es saisic (= ) indicaes ha he saic soluion is a coinegraing one. As in Table 2, he average personal income ax rae has a highly significan posiive impac on he revenue of personal income ax. The real income of he agriculural secor is no a deerminan of he personal income ax revenue. This resul is quie meaningful as small scale agriculure does no influence income axaion. As indicaed by he responsiveness parameer of indusrial secor oupu, one percen increase in indusrial income will resul in 0.28 percen increase in personal income. On he oher hand, one percen increase in service secor income brings abou 0.58 percen increase in he personal income ax revenue. This impac is wice higher han he impac of he indusrial secor. This is also ineresing as mos of he income ax payers work in service providing eniies of he public and privae secors. Compared o service secor, he expansion of he indusrial secor does no have a large impac on personal income ax. To sum up, he above resuls indicae ha he personal income ax does no increase a he same rae of economic growh. Table 3 gives he resuls of he dynamic model of corporae income ax revenue. The model selecion crieria permi us limiing he lag lengh o one. The model explains more han 99 percen of he shor-erm variaion of he corporae income ax revenue. Dummy variables are used o conrol for unexplained flucuaions in 1980 and The diagnosic ess of model indicae ha here is no issue in he model. The agriculural secor is insignifican in explaining corporae income ax oo. The indusrial secor oupu has a highly significan posiive impac on he corporae income ax revenue. One percen increase in indusrial secor income increases corporae income ax by 0.55 percen. On he oher hand, service secor income has a marginal impac on corporae income ax, one percen increase in service secor oupu increases corporae income ax revenue by only 0.29 percen. 12

5 This effec is significan only a 10%. Therefore, corporae ax revenue shows a low responsiveness o service secor oupu. This low responsiveness of corporae income ax o service secor oupu could be a reason for declining ax raio in Sri Lanka. Since he service secor is he fases growing secor in he economy a presen, one may wonder why he expansion of servicessecor has only a marginal impac on corporae income ax revenue collecion. Conclusion The sudy finds ha agriculural secor expansion has no real impac on personal income ax and corporae income ax collecions. The nonresponsiveness of income axes o agriculural real oupu can be one reason for non-buoyancy and perhaps for he decrease in ax revenue o GDP raio. Personal income ax has a higher responsiveness o service secor income han he indusrial secor income. I may lead o one doub ha mos of he service secor income is disribued among is employees and more of indusrial secor income is accumulaed wihin corporaions as undivided profis. The accumulaion of corporae profis wihin companies may be a reason for relaively high responsiveness of corporae ax revenue o indusrial secor oupu. The less responsiveness of corporae income ax o service secor income quesions he srucure of he service providing companies in Sri Lanka. The non-accumulaion of corporae profis wihin service providing companies may be a reason for low responsiveness. As he service secor becomes he fases growing secor in Sri Lanka, his less responsive may resul in non-buoyancy and a declining ax revenue o GDP raio. The resuls of his sudy have imporan implicaions for ax policymakers. Aenion should be given o improve he efficiency in ax sysem in response o changes in he srucure of he economy. 13

6 References Ahmad, QM 1994, The Deerminans of Tax Buoyancy: An Experience from he Developing Counries, The Pakisan Developmen Review, vol. 33, no. 4, pp Indrarana, Y 2003, The Measuremen of Tax Elasiciy in Sri Lanka: A Time Series Approach, Saff Sudies (Cenral Bank of Sri Lanka), vol. 11, no.33, pp Jayawickrama, JMA 2008, An Examinaion of he Resiliency of Sri Lanka s Tax Sysem, Souh Asia Economic Journal, vol. 9, no. 2, pp Pesaran, MH and Shin, Y 1998, An Auoregressive Disribued Lag Modeling Approach o Coinergraion Analysis, In S. Seinar (ed.) Economerics and Economic Theory in he 20 h Cenury, The Ragnar Frisch Cenennial Symposium, Cambridge, Cambridge Universiy Press, pp Waidyasekara, DDM 2004, Curren Fiscal policy. In Kelegama, S. (ed.) Economic Policy in Sri Lanka: Issues and Debaes. Colombo, VijihaYapa Publicaion, pp Appendix Table 1: Regression Resuls: ADL(1,1) Model of Personal Income Tax Dependan variable, ln(pi) Variable Coefficien value Prob of value Consan ln[pi (-1)] ln[y agri ()] ln[y agri (-1)] ln[y ind ()] ln[y ind (-1)] ln[y ser ()] ln[y ser (-1)] τpi() τpi(-1) R ARCH 1-1 F [0.757] 14

7 es DW 2.09 Normaliy Chi [0.227] es n 40 Heero F es [0.597] AR 1-2 F es [0.216] RESET F es [0.844] es saiscs are given in brackes. Table 2: Solved Long-run Soluion of he Personal Income Tax Funcion Dependen variable, ln(pi) Variable Coefficien value Prob of value Consan ln[y agri ()] ln[y ind ()] ln[y ser ()] τpi() Long-run sigma Error Uni Roo *** Tes Wald es Chi (0.000) es saiscs are given in brackes. *** Significan a 1% Table 3: Regression Resuls: ADL(1,1) Model of Corporae Income Tax Dependan variable, ln(ci) Variable Coefficien value Prob of value Consan ln[ci (-1)] ln[y agri ()] ln[y agri (-1)] ln[y ind ()] ln[y ind (-1)] ln[y ser ()] ln[y ser (-1)] τci() τci(-1) R ARCH 1-1 F [0.229] 15

8 es DW 1.95 Normaliy Chi [0.469] es n 40 Heero F es [0.722] AR 1-2 F es [0.404] RESET F es [0.196] es saiscs are given in brackes. Table 4: Solved Long-run Soluion of he Personal Income Tax Funcion Dependen variable, ln(ci) Variable Coefficien value Prob of value Consan ln[y agri ()] ln[y ind ()] ln[y ser ()] τci() Long-run sigma Error Uni Roo * Tes WALD es Chi (0.000) es saiscs are given in brackes. *** Significan a 1%. 16

The Relationship between Money Demand and Interest Rates: An Empirical Investigation in Sri Lanka

The Relationship between Money Demand and Interest Rates: An Empirical Investigation in Sri Lanka The Relaionship beween Money Demand and Ineres Raes: An Empirical Invesigaion in Sri Lanka R. C. P. Padmasiri 1 and O. G. Dayarana Banda 2 1 Economic Research Uni, Deparmen of Expor Agriculure 2 Deparmen

More information

On the Impact of Inflation and Exchange Rate on Conditional Stock Market Volatility: A Re-Assessment

On the Impact of Inflation and Exchange Rate on Conditional Stock Market Volatility: A Re-Assessment MPRA Munich Personal RePEc Archive On he Impac of Inflaion and Exchange Rae on Condiional Sock Marke Volailiy: A Re-Assessmen OlaOluwa S Yaya and Olanrewaju I Shiu Deparmen of Saisics, Universiy of Ibadan,

More information

A Note on Missing Data Effects on the Hausman (1978) Simultaneity Test:

A Note on Missing Data Effects on the Hausman (1978) Simultaneity Test: A Noe on Missing Daa Effecs on he Hausman (978) Simulaneiy Tes: Some Mone Carlo Resuls. Dikaios Tserkezos and Konsaninos P. Tsagarakis Deparmen of Economics, Universiy of Cree, Universiy Campus, 7400,

More information

An Analysis of Trend and Sources of Deficit Financing in Nepal

An Analysis of Trend and Sources of Deficit Financing in Nepal Economic Lieraure, Vol. XII (8-16), December 014 An Analysis of Trend and Sources of Defici Financing in Nepal Deo Narayan Suihar ABSTRACT Defici financing has emerged as an imporan ool of financing governmen

More information

Econometric modelling of inbound tourist expenditure in South Africa

Econometric modelling of inbound tourist expenditure in South Africa Economeric modelling of inbound ouris expendiure in Souh Africa Paper prepared for CBTS 2011, Brunico, Ialy by Andrea Saayman and Melville Saayman Norh-Wes Universiy, Pochefsroom Campus Agenda Inroducion

More information

Trade Liberalisation and Export Demand Function: The Case of South Asia

Trade Liberalisation and Export Demand Function: The Case of South Asia Tropical Agriculural Research Vol. 0: 4-49 (008) Trade Liberalisaion and Expor Demand Funcion: The Case of Souh Asia D. Sajeewani and A. Wijeweera School of Business, Economics and Public Policy Universiy

More information

Forecasting Performance of Alternative Error Correction Models

Forecasting Performance of Alternative Error Correction Models MPRA Munich Personal RePEc Archive Forecasing Performance of Alernaive Error Correcion Models Javed Iqbal Karachi Universiy 19. March 2011 Online a hps://mpra.ub.uni-muenchen.de/29826/ MPRA Paper No. 29826,

More information

Market and Information Economics

Market and Information Economics Marke and Informaion Economics Preliminary Examinaion Deparmen of Agriculural Economics Texas A&M Universiy May 2015 Insrucions: This examinaion consiss of six quesions. You mus answer he firs quesion

More information

Volume 30, Issue 1. On the Relationship between Tourist Flows and Household Expenditure in Barbados: A Dynamic OLS Approach

Volume 30, Issue 1. On the Relationship between Tourist Flows and Household Expenditure in Barbados: A Dynamic OLS Approach Volume 30, Issue 1 On he Relaionship beween Touris Flows and Household Expendiure in Barbados: A Dynamic OLS Approach Mahalia Jackman Cenral Bank of Barbados Troy Lorde Universiy of he Wes Indies Absrac

More information

The Size of Informal Economy in Pakistan

The Size of Informal Economy in Pakistan The Size of Informal Economy in Pakisan by Muhammad Farooq Arby Muhammad Jahanzeb Malik Muhammad Nadim Hanif June 2010 Moivaion of he Sudy Various Approaches o Esimae Informal Economy Direc Mehods Indirec

More information

AN EMPIRICAL RESEARCH ON THE RELATIONSHIP BETWEEN DEFENSE SPENDING AND AGGREGATE OUTPUT OF CHINA

AN EMPIRICAL RESEARCH ON THE RELATIONSHIP BETWEEN DEFENSE SPENDING AND AGGREGATE OUTPUT OF CHINA Review of he Air Force Academy No 1 (25) 2014 AN EMPIRICAL RESEARCH ON THE RELATIONSHIP BETWEEN DEFENSE SPENDING AND AGGREGATE OUTPUT OF CHINA 1. INTRODUCTION The quesion of defense spending and is effec

More information

Measuring the Effects of Exchange Rate Changes on Investment in Australian Manufacturing Industry

Measuring the Effects of Exchange Rate Changes on Investment in Australian Manufacturing Industry Measuring he Effecs of Exchange Rae Changes on Invesmen in Ausralian Manufacuring Indusry Auhor Swif, Robyn Published 2006 Journal Tile The Economic Record DOI hps://doi.org/10.1111/j.1475-4932.2006.00329.x

More information

TRADE BALANCE IN THE PRESENCE OF STRUCTURAL BREAKS

TRADE BALANCE IN THE PRESENCE OF STRUCTURAL BREAKS PROSIDING PERKEM IV, JILID 1 (2009) 382-388 ISSN: 2231-962X TRADE BALANCE IN THE PRESENCE OF STRUCTURAL BREAKS ABU HASSAN SHAARI MD NOR, SITI HAMIZAH MOHD, TAMAT SARMIDI & UGUR ERGUN ABSTRACT The main

More information

STATIONERY REQUIREMENTS SPECIAL REQUIREMENTS 20 Page booklet List of statistical formulae New Cambridge Elementary Statistical Tables

STATIONERY REQUIREMENTS SPECIAL REQUIREMENTS 20 Page booklet List of statistical formulae New Cambridge Elementary Statistical Tables ECONOMICS RIPOS Par I Friday 7 June 005 9 Paper Quaniaive Mehods in Economics his exam comprises four secions. Secions A and B are on Mahemaics; Secions C and D are on Saisics. You should do he appropriae

More information

Volume 29, Issue 2. An Empirical Analysis of the Money Demand Function in India

Volume 29, Issue 2. An Empirical Analysis of the Money Demand Function in India Volume 29, Issue 2 An Empirical Analysis of he Money Demand Funcion in India Takeshi Inoue Insiue of Developing Economies Shigeyuki Hamori obe Universiy Absrac This paper empirically analyzes India's money

More information

The macroeconomic effects of fiscal policy in Greece

The macroeconomic effects of fiscal policy in Greece The macroeconomic effecs of fiscal policy in Greece Dimiris Papageorgiou Economic Research Deparmen, Bank of Greece Naional and Kapodisrian Universiy of Ahens May 22, 23 Email: dpapag@aueb.gr, and DPapageorgiou@bankofgreece.gr.

More information

Estimating Earnings Trend Using Unobserved Components Framework

Estimating Earnings Trend Using Unobserved Components Framework Esimaing Earnings Trend Using Unobserved Componens Framework Arabinda Basisha and Alexander Kurov College of Business and Economics, Wes Virginia Universiy December 008 Absrac Regressions using valuaion

More information

Hedging Performance of Indonesia Exchange Rate

Hedging Performance of Indonesia Exchange Rate Hedging Performance of Indonesia Exchange Rae By: Eneng Nur Hasanah Fakulas Ekonomi dan Bisnis-Manajemen, Universias Islam Bandung (Unisba) E-mail: enengnurhasanah@gmail.com ABSTRACT The flucuaion of exchange

More information

Solow and the States: A Panel Data Approach *

Solow and the States: A Panel Data Approach * Solow and he Saes: A Panel Daa Approach * (JEL Caegory: O47, C32, R11) (Keywords: Growh Empirics, Panel Daa, Regional Growh) Ocober, 2000 Seven Yamarik Deparmen of Economics, The Universiy of Akron, Olin

More information

TAX SMOOTHING: TESTS ON INDONESIAN DATA

TAX SMOOTHING: TESTS ON INDONESIAN DATA TAX SMOOTHING: TESTS ON INDONESIAN DATA Rudi Kurniawan Deparmen of Economics Macquarie Universiy Macquarie Park, Sydney NSW 3 Ausralia rudi.kurniawan@mq.edu.au Absrac This paper conribues o he lieraure

More information

Capital Strength and Bank Profitability

Capital Strength and Bank Profitability Capial Srengh and Bank Profiabiliy Seok Weon Lee 1 Asian Social Science; Vol. 11, No. 10; 2015 ISSN 1911-2017 E-ISSN 1911-2025 Published by Canadian Cener of Science and Educaion 1 Division of Inernaional

More information

Government Expenditure Composition and Growth in Chile

Government Expenditure Composition and Growth in Chile Governmen Expendiure Composiion and Growh in Chile January 2007 Carlos J. García Cenral Bank of Chile Saniago Herrera World Bank Jorge E. Resrepo Cenral Bank of Chile Organizaion of he presenaion:. Inroducion

More information

Intersectoral labor mobility and deforestation in Ghana

Intersectoral labor mobility and deforestation in Ghana Inersecoral labor mobiliy and deforesaion in Ghana VICTOR OWUSU, Corresponding uhor Deparmen of griculural Economics, gribusiness and Exension, Kwame Nkrumah Universiy of Science and Technology, Kumasi,

More information

Exam 1. Econ520. Spring 2017

Exam 1. Econ520. Spring 2017 Exam 1. Econ520. Spring 2017 Professor Luz Hendricks UNC Insrucions: Answer all quesions. Clearly number your answers. Wrie legibly. Do no wrie your answers on he quesion shees. Explain your answers do

More information

Management Science Letters

Management Science Letters Managemen Science Leers 3 (2013) 97 106 Conens liss available a GrowingScience Managemen Science Leers homepage: www.growingscience.com/msl Comparing he role of accruals and operaing cash flows on users'

More information

Effective factors on velocity of money in Iran

Effective factors on velocity of money in Iran Scienific Journal of Review (2014) 3(5) 254-258 ISSN 2322-2433 doi: 10.14196/sjr.v3i5.1387 Conens liss available a Sjournals Journal homepage: www.sjournals.com Original aricle Effecive facors on velociy

More information

Online Appendix to: Implementing Supply Routing Optimization in a Make-To-Order Manufacturing Network

Online Appendix to: Implementing Supply Routing Optimization in a Make-To-Order Manufacturing Network Online Appendix o: Implemening Supply Rouing Opimizaion in a Make-To-Order Manufacuring Nework A.1. Forecas Accuracy Sudy. July 29, 2008 Assuming a single locaion and par for now, his sudy can be described

More information

Finance Solutions to Problem Set #6: Demand Estimation and Forecasting

Finance Solutions to Problem Set #6: Demand Estimation and Forecasting Finance 30210 Soluions o Problem Se #6: Demand Esimaion and Forecasing 1) Consider he following regression for Ice Cream sales (in housands) as a funcion of price in dollars per pin. My daa is aken from

More information

An Alternative Test of Purchasing Power Parity

An Alternative Test of Purchasing Power Parity An Alernaive Tes of Purchasing Power Pariy Frederic H. Wallace* Deparmen of Managemen and Mareing Prairie View A&M Universiy Prairie View, Texas 77446 and Gary L. Shelley Deparmen of Economics, Finance,

More information

CHAPTER CHAPTER18. Openness in Goods. and Financial Markets. Openness in Goods, and Financial Markets. Openness in Goods,

CHAPTER CHAPTER18. Openness in Goods. and Financial Markets. Openness in Goods, and Financial Markets. Openness in Goods, Openness in Goods and Financial Markes CHAPTER CHAPTER18 Openness in Goods, and Openness has hree disinc dimensions: 1. Openness in goods markes. Free rade resricions include ariffs and quoas. 2. Openness

More information

Determinants of the Long-Run Growth Rate of Libya

Determinants of the Long-Run Growth Rate of Libya Inernaional Journal of Business and Social Science Vol. 5, No. 5; April 2014 Deerminans of he Long-Run Growh Rae of Libya Mohamed Fargani PhD Candidae - School of Business Universiy of Wesern Sydney Ausralia

More information

Empirical Evidence on Korea s Import Demand Behavior Revisited

Empirical Evidence on Korea s Import Demand Behavior Revisited 015, Vol. 7, No. Empirical Evidence on Korea s Impor Demand Behavior Revisied Jungho, Baek 1,* 1 Deparmen of Economics, School of Managemen, Universiy of Alaska Fairbanks, AK, USA *Correspondence: Deparmen

More information

National saving and Fiscal Policy in South Africa: an Empirical Analysis. by Lumengo Bonga-Bonga University of Johannesburg

National saving and Fiscal Policy in South Africa: an Empirical Analysis. by Lumengo Bonga-Bonga University of Johannesburg Naional saving and Fiscal Policy in Souh Africa: an Empirical Analysis by Lumengo Bonga-Bonga Universiy of Johannesburg Inroducion A paricularly imporan issue in Souh Africa is he exen o which fiscal policy

More information

VaR and Low Interest Rates

VaR and Low Interest Rates VaR and Low Ineres Raes Presened a he Sevenh Monreal Indusrial Problem Solving Workshop By Louis Doray (U de M) Frédéric Edoukou (U de M) Rim Labdi (HEC Monréal) Zichun Ye (UBC) 20 May 2016 P r e s e n

More information

GDP: Production and Income Data published since 1947

GDP: Production and Income Data published since 1947 GDP: Producion and Income Daa published since 1947 GDP is he marke value of all final goods and services produced wihin a counry in a given period of ime. GDP is he sum of value added in he economy during

More information

Subdivided Research on the Inflation-hedging Ability of Residential Property: A Case of Hong Kong

Subdivided Research on the Inflation-hedging Ability of Residential Property: A Case of Hong Kong Subdivided Research on he -hedging Abiliy of Residenial Propery: A Case of Hong Kong Guohua Huang 1, Haili Tu 2, Boyu Liu 3,* 1 Economics and Managemen School of Wuhan Universiy,Economics and Managemen

More information

Long run demand for money in India: A co-integration approach

Long run demand for money in India: A co-integration approach MPRA Munich Personal RePEc Archive Long run demand for money in India: A co-inegraion approach Sahadudheen I Pondicherry Universiy 202 Online a hp://mpra.ub.uni-muenchen.de/65563/ MPRA Paper No. 65563,

More information

Volatility of Exchange Rate and Export Growth in Pakistan: The Structure and Interdependence in Regional Markets

Volatility of Exchange Rate and Export Growth in Pakistan: The Structure and Interdependence in Regional Markets Volailiy of Exchange Rae and Expor Growh in Pakisan: The Srucure and Inerdependence in Regional Markes Khalid Musafa Assisan Professor Deparmen of Economics, Universiy of Karachi and Mohammed Nisha, PhD

More information

Ch. 10 Measuring FX Exposure. Is Exchange Rate Risk Relevant? MNCs Take on FX Risk

Ch. 10 Measuring FX Exposure. Is Exchange Rate Risk Relevant? MNCs Take on FX Risk Ch. 10 Measuring FX Exposure Topics Exchange Rae Risk: Relevan? Types of Exposure Transacion Exposure Economic Exposure Translaion Exposure Is Exchange Rae Risk Relevan?? Purchasing Power Pariy: Exchange

More information

Financial Development and Tax Revenue Nexus in Turkey

Financial Development and Tax Revenue Nexus in Turkey Journal of Economics and Developmen Sudies March 216, Vol. 4, No. 1, pp. 13-18 ISSN: 2334-2382 (Prin), 2334-239 (Online) Copyrigh The Auhor(s). All Righs Reserved. Published by American Research Insiue

More information

Assessing the Sectoral Dynamics of Non-performing Loans: Signs from Financial and Real Economy

Assessing the Sectoral Dynamics of Non-performing Loans: Signs from Financial and Real Economy Theoreical and Applied Economics Volume XIX (2012), No. 2(567), pp. 69-80 12 Assessing he Secoral Dynamics of Non-performing Loans: Signs from Financial and Real Economy Bogdan MOINESCU Buchares Academy

More information

Asymmetric exchange rate intervention and international reserve accumulation in India

Asymmetric exchange rate intervention and international reserve accumulation in India Asymmeric exchange rae inervenion and inernaional reserve accumulaion in India M Ramachandran Insiue for Social and Economic Change, Bangalore, India Naveen Srinivasan Indira Gandhi Insiue of Developmen

More information

OPTIMUM FISCAL AND MONETARY POLICY USING THE MONETARY OVERLAPPING GENERATION MODELS

OPTIMUM FISCAL AND MONETARY POLICY USING THE MONETARY OVERLAPPING GENERATION MODELS Kuwai Chaper of Arabian Journal of Business and Managemen Review Vol. 3, No.6; Feb. 2014 OPTIMUM FISCAL AND MONETARY POLICY USING THE MONETARY OVERLAPPING GENERATION MODELS Ayoub Faramarzi 1, Dr.Rahim

More information

The Impact of Interest Rate Liberalization Announcement in China on the Market Value of Hong Kong Listed Chinese Commercial Banks

The Impact of Interest Rate Liberalization Announcement in China on the Market Value of Hong Kong Listed Chinese Commercial Banks Journal of Finance and Invesmen Analysis, vol. 2, no.3, 203, 35-39 ISSN: 224-0998 (prin version), 224-0996(online) Scienpress Ld, 203 The Impac of Ineres Rae Liberalizaion Announcemen in China on he Marke

More information

STUDYING RELATIONSHIP BETWEEN EXCHANGE RATE AND DIVIDEND (CASE STUDY: IRAN KHODRO COMPANY)

STUDYING RELATIONSHIP BETWEEN EXCHANGE RATE AND DIVIDEND (CASE STUDY: IRAN KHODRO COMPANY) Kuwai Chaper of Arabian Journal of Business and Managemen Review Vol. 3, No.12; Augus. 2014 STUDYING RELATIONSHIP BETWEEN EXCHANGE RATE AND DIVIDEND (CASE STUDY: IRAN KHODRO COMPANY) Ronak Mahdavi Dr.Aaollah

More information

Effectiveness of Foreign Aid on the Growth of the Agricultural Sector in Nigeria

Effectiveness of Foreign Aid on the Growth of the Agricultural Sector in Nigeria Effeciveness of Foreign Aid on he Growh of he Agriculural Secor in Nigeria Clemen Aewe IGHODARO 1 and Isaac Chii NWAOGWUGWU 2 Absrac This paper examined he effeciveness of foreign aid o he growh of he

More information

Non-Stationary Processes: Part IV. ARCH(m) (Autoregressive Conditional Heteroskedasticity) Models

Non-Stationary Processes: Part IV. ARCH(m) (Autoregressive Conditional Heteroskedasticity) Models Alber-Ludwigs Universiy Freiburg Deparmen of Economics Time Series Analysis, Summer 29 Dr. Sevap Kesel Non-Saionary Processes: Par IV ARCH(m) (Auoregressive Condiional Heeroskedasiciy) Models Saionary

More information

The Financial Determinants of Private Sector Investment: The Case of Ethiopia

The Financial Determinants of Private Sector Investment: The Case of Ethiopia Inernaional Journal of Science, Technology and Sociey 017; 5(3): 46-54 hp://www.sciencepublishinggroup.com/j/ijss doi: 10.11648/j.ijss.0170503.14 ISSN: 330-741 (Prin); ISSN: 330-740 (Online) The Financial

More information

FORECASTING WITH A LINEX LOSS: A MONTE CARLO STUDY

FORECASTING WITH A LINEX LOSS: A MONTE CARLO STUDY Proceedings of he 9h WSEAS Inernaional Conference on Applied Mahemaics, Isanbul, Turkey, May 7-9, 006 (pp63-67) FORECASTING WITH A LINEX LOSS: A MONTE CARLO STUDY Yasemin Ulu Deparmen of Economics American

More information

A Screen for Fraudulent Return Smoothing in the Hedge Fund Industry

A Screen for Fraudulent Return Smoothing in the Hedge Fund Industry A Screen for Fraudulen Reurn Smoohing in he Hedge Fund Indusry Nicolas P.B. Bollen Vanderbil Universiy Veronika Krepely Universiy of Indiana May 16 h, 2006 Hisorical performance Cum. Mean Sd Dev CSFB Tremon

More information

Purchasing Power Parity (PPP) in the Long-Run: A Cointegration Approach. Md. Nisar Ahmed Shams * S. M. Woahid Murad **

Purchasing Power Parity (PPP) in the Long-Run: A Cointegration Approach. Md. Nisar Ahmed Shams * S. M. Woahid Murad ** Purchasing Power Pariy (PPP) in he Long-Run: A Coinegraion Approach Md. Nisar Ahmed Shams * S. M. Woahid Murad ** Absrac: This paper inends o es he long-run purchasing power pariy (PPP) in Bangladesh economy

More information

1 Purpose of the paper

1 Purpose of the paper Moneary Economics 2 F.C. Bagliano - Sepember 2017 Noes on: F.X. Diebold and C. Li, Forecasing he erm srucure of governmen bond yields, Journal of Economerics, 2006 1 Purpose of he paper The paper presens

More information

Reserve Requirements and Economic Growth : the Case of South Korea

Reserve Requirements and Economic Growth : the Case of South Korea Reserve Requiremens and Economic Growh : he Case of Souh Korea EUN YOUNG OH 1 DURHAM UNIVERISTY Absrac This paper examines he relaionship beween reserve requiremens, and long-erm economic growh. I presen

More information

The Empirical Study about Introduction of Stock Index Futures on the Volatility of Spot Market

The Empirical Study about Introduction of Stock Index Futures on the Volatility of Spot Market ibusiness, 013, 5, 113-117 hp://dx.doi.org/10.436/ib.013.53b04 Published Online Sepember 013 (hp://www.scirp.org/journal/ib) 113 The Empirical Sudy abou Inroducion of Sock Index Fuures on he Volailiy of

More information

A NOTE ON BUSINESS CYCLE NON-LINEARITY IN U.S. CONSUMPTION 247

A NOTE ON BUSINESS CYCLE NON-LINEARITY IN U.S. CONSUMPTION 247 Journal of Applied Economics, Vol. VI, No. 2 (Nov 2003), 247-253 A NOTE ON BUSINESS CYCLE NON-LINEARITY IN U.S. CONSUMPTION 247 A NOTE ON BUSINESS CYCLE NON-LINEARITY IN U.S. CONSUMPTION STEVEN COOK *

More information

Money, Income, Prices, and Causality in Pakistan: A Trivariate Analysis. Fazal Husain & Kalbe Abbas

Money, Income, Prices, and Causality in Pakistan: A Trivariate Analysis. Fazal Husain & Kalbe Abbas Money, Income, Prices, and Causaliy in Pakisan: A Trivariae Analysis Fazal Husain & Kalbe Abbas I. INTRODUCTION There has been a long debae in economics regarding he role of money in an economy paricularly

More information

Asian Economic and Financial Review

Asian Economic and Financial Review Asian Economic and Financial Review, 014, 4(5):641-650 Asian Economic and Financial Review journal homepage: hp://aessweb.com/journal-deail.php?id=500 THE IMPACTS OF INFLATION DYNAMICS AND GLOBAL FINANCIAL

More information

Volume 31, Issue 1. Pitfall of simple permanent income hypothesis model

Volume 31, Issue 1. Pitfall of simple permanent income hypothesis model Volume 31, Issue 1 ifall of simple permanen income hypohesis model Kazuo Masuda Bank of Japan Absrac ermanen Income Hypohesis (hereafer, IH) is one of he cenral conceps in macroeconomics. Single equaion

More information

Money Demand Function for Pakistan

Money Demand Function for Pakistan Money Demand Funcion for Pakisan Nisar Ahmad, Amber Naz, Amjad Naveed and Abdul Jalil 1 Absrac The main objecive of his sudy is o empirically esimae he long run money demand funcion for Pakisan using ime

More information

San Francisco State University ECON 560 Summer 2018 Problem set 3 Due Monday, July 23

San Francisco State University ECON 560 Summer 2018 Problem set 3 Due Monday, July 23 San Francisco Sae Universiy Michael Bar ECON 56 Summer 28 Problem se 3 Due Monday, July 23 Name Assignmen Rules. Homework assignmens mus be yped. For insrucions on how o ype equaions and mah objecs please

More information

VOLATILITY CLUSTERING, NEW HEAVY-TAILED DISTRIBUTION AND THE STOCK MARKET RETURNS IN SOUTH KOREA

VOLATILITY CLUSTERING, NEW HEAVY-TAILED DISTRIBUTION AND THE STOCK MARKET RETURNS IN SOUTH KOREA 64 VOLATILITY CLUSTERING, NEW HEAVY-TAILED DISTRIBUTION AND THE STOCK MARKET RETURNS IN SOUTH KOREA Yoon Hong, PhD, Research Fellow Deparmen of Economics Hanyang Universiy, Souh Korea Ji-chul Lee, PhD,

More information

Does Inflation Targeting Anchor Long-Run Inflation Expectations?

Does Inflation Targeting Anchor Long-Run Inflation Expectations? Does Inflaion Targeing Anchor Long-Run Inflaion Expecaions? Evidence from Long-Term Bond Yields in he Unied Saes, Unied Kingdom, and Sweden Refe S. Gürkaynak, Andrew T. Levin, and Eric T. Swanson Bilken

More information

Watch out for the impact of Scottish independence opinion polls on UK s borrowing costs

Watch out for the impact of Scottish independence opinion polls on UK s borrowing costs Wach ou for he impac of Scoish independence opinion polls on UK s borrowing coss Cosas Milas (Universiy of Liverpool; email: cosas.milas@liverpool.ac.uk) and Tim Worrall (Universiy of Edinburgh; email:

More information

General Equilibrium Perception on Twin Deficits Hypothesis: An Empirical Evidence for the U.S.

General Equilibrium Perception on Twin Deficits Hypothesis: An Empirical Evidence for the U.S. Deparmen of Economics Issn 1441-5429 Discussion paper 09/09 General Equilibrium Percepion on Twin Deficis Hypohesis: An Empirical Evidence for he U.S. Tuck Cheong Tang * and Evan Lau Absrac: From he general

More information

UNIVERSITY OF MORATUWA

UNIVERSITY OF MORATUWA MA5100 UNIVERSITY OF MORATUWA MSC/POSTGRADUATE DIPLOMA IN FINANCIAL MATHEMATICS 009 MA 5100 INTRODUCTION TO STATISTICS THREE HOURS November 009 Answer FIVE quesions and NO MORE. Quesion 1 (a) A supplier

More information

Stock markets and economic growth in oil exporting countries: evidence from Kuwait.

Stock markets and economic growth in oil exporting countries: evidence from Kuwait. MPRA Munich Personal RePEc Archive Sock markes and economic growh in oil exporing counries: evidence from Kuwai. El Mosafa Benour 15 May 2014 Online a hps://mpra.ub.uni-muenchen.de/61523/ MPRA Paper No.

More information

INSTITUTE OF ACTUARIES OF INDIA

INSTITUTE OF ACTUARIES OF INDIA INSTITUTE OF ACTUARIES OF INDIA EXAMINATIONS 9 h November 2010 Subjec CT6 Saisical Mehods Time allowed: Three Hours (10.00 13.00 Hrs.) Toal Marks: 100 INSTRUCTIONS TO THE CANDIDATES 1. Please read he insrucions

More information

Comparison of back-testing results for various VaR estimation methods. Aleš Kresta, ICSP 2013, Bergamo 8 th July, 2013

Comparison of back-testing results for various VaR estimation methods. Aleš Kresta, ICSP 2013, Bergamo 8 th July, 2013 Comparison of back-esing resuls for various VaR esimaion mehods, ICSP 3, Bergamo 8 h July, 3 THE MOTIVATION AND GOAL In order o esimae he risk of financial invesmens, i is crucial for all he models o esimae

More information

Economic Interferences

Economic Interferences Economic Inerferences Zélia Serrasqueiro Managemen and Economics Deparmen, Beira Inerior Universiy, Covilhã, Porugal and CEFAGE Research Cener Évora Universiy, Porugal E-mail: zelia@ubi.p Absrac In his

More information

EFFECT OF TRADE TAXES ON TRADE DEFICIT IN KENYA

EFFECT OF TRADE TAXES ON TRADE DEFICIT IN KENYA EFFECT OF TRADE TAXES ON TRADE DEFICIT IN KENYA Kiganda Evans Ovamba Deparmen of Economics, Kaimosi Friends Universiy College, Kenya Ouma Denis Deparmen of Business adminisraion and Managemen Science,

More information

Journal of Chemical and Pharmaceutical Research, 2014, 6(3): Research Article

Journal of Chemical and Pharmaceutical Research, 2014, 6(3): Research Article Available online www.jocpr.com Journal of Chemical and Pharmaceuical Research, 2014, 6(3):920-925 Research Aricle ISSN : 0975-7384 CODEN(USA) : JCPRC5 Disposable income and acual spors consumpion expendiures

More information

UCLA Department of Economics Fall PhD. Qualifying Exam in Macroeconomic Theory

UCLA Department of Economics Fall PhD. Qualifying Exam in Macroeconomic Theory UCLA Deparmen of Economics Fall 2016 PhD. Qualifying Exam in Macroeconomic Theory Insrucions: This exam consiss of hree pars, and you are o complee each par. Answer each par in a separae bluebook. All

More information

Equity Market or Bond Market Which Matters the Most for Investment? Revisiting Tobin s q Theory of Investment

Equity Market or Bond Market Which Matters the Most for Investment? Revisiting Tobin s q Theory of Investment Technology and Invesmen, 01, 3, 03-09 hp://dx.doi.org/10.436/i.01.3409 Published Online November 01 (hp://www.scirp.org/journal/i) Euiy Marke or Bond Marke Which Maers he Mos for Invesmen? Revisiing Tobin

More information

CENTRO DE ESTUDIOS MONETARIOS Y FINANCIEROS T. J. KEHOE MACROECONOMICS I WINTER 2011 PROBLEM SET #6

CENTRO DE ESTUDIOS MONETARIOS Y FINANCIEROS T. J. KEHOE MACROECONOMICS I WINTER 2011 PROBLEM SET #6 CENTRO DE ESTUDIOS MONETARIOS Y FINANCIEROS T J KEHOE MACROECONOMICS I WINTER PROBLEM SET #6 This quesion requires you o apply he Hodrick-Presco filer o he ime series for macroeconomic variables for he

More information

The Impact of Yen Fluctuation on the Trade between. Taiwan and Japan

The Impact of Yen Fluctuation on the Trade between. Taiwan and Japan The Impac of Yen Flucuaion on he Trade beween Taiwan and Japan Bao-bao Wang Chih-Ching Yang Pei-Chun Kao Ting-Yu Hsu Yi-Ting Liu Deparmen of Inernaional Business, Naional Chengchi Universiy Advisor Prof.

More information

Empirical analysis on China money multiplier

Empirical analysis on China money multiplier Aug. 2009, Volume 8, No.8 (Serial No.74) Chinese Business Review, ISSN 1537-1506, USA Empirical analysis on China money muliplier SHANG Hua-juan (Financial School, Shanghai Universiy of Finance and Economics,

More information

Effect of Macroeconomic Factors on Commercial Banks Profitability in Kenya: Case of Equity Bank Limited

Effect of Macroeconomic Factors on Commercial Banks Profitability in Kenya: Case of Equity Bank Limited Effec of Macroeconomic Facors on Commercial Banks Profiabiliy in Kenya: Case of Equiy Bank Limied Evans Ovamba Kiganda School of Economics, Maseno Universiy, Kenya and Credi Officer, Equiy Bank Ld, Kenya,

More information

Stock markets and economic growth in oil exporting countries: evidence from Kuwait.

Stock markets and economic growth in oil exporting countries: evidence from Kuwait. MPRA Munich Personal RePEc Archive Sock markes and economic growh in oil exporing counries: evidence from Kuwai. El Mosafa Benour 15. May 2014 Online a hp://mpra.ub.uni-muenchen.de/55997/ MPRA Paper No.

More information

Different Age Groups

Different Age Groups OSIPP Discussion Paper : DP-001-E-003 The Impac of Secoral Shifs on he Unemploymen Rae of Differen Age Groups 30 November 001 Kei Sakaa Researcher, Insiue for Social and Economic Research, Osaka Universiy

More information

Tax Revenues and Economic Growth: An Empirical Investigation for Greece Using Causality Analysis

Tax Revenues and Economic Growth: An Empirical Investigation for Greece Using Causality Analysis Journal of Social Sciences (): 99-04, 005 ISSN 549-365 005 Science Publicaions Corresponding Auhor: Tax Revenues and Economic Growh: An Empirical Invesigaion for Greece Using Causaliy Analysis Thomas Anasassiou

More information

The revenue implications of trade liberalization in Tanzania

The revenue implications of trade liberalization in Tanzania Journal of World Economic Research 2014; 3(3): 25-36 Published online Augus 10, 2014 (hp://www.sciencepublishinggroup.com/j/jwer) doi: 10.11648/j.jwer.20140303.12 ISSN: 2328-773X (Prin); ISSN: 2328-7748

More information

Output: The Demand for Goods and Services

Output: The Demand for Goods and Services IN CHAPTER 15 how o incorporae dynamics ino he AD-AS model we previously sudied how o use he dynamic AD-AS model o illusrae long-run economic growh how o use he dynamic AD-AS model o race ou he effecs

More information

Inflation Tax and Economic Growth in Iran

Inflation Tax and Economic Growth in Iran J. Basic. Appl. Sci. Res., ( 7-6,, TexRoad Publicaion ISSN 9- Journal of Basic and Applied Scienific Research www.exroad.com Inflaion Tax and Economic Growh in Iran Ahmad Jafari Samimi; Reza Moghadassi;

More information

Documentation: Philadelphia Fed's Real-Time Data Set for Macroeconomists First-, Second-, and Third-Release Values

Documentation: Philadelphia Fed's Real-Time Data Set for Macroeconomists First-, Second-, and Third-Release Values Documenaion: Philadelphia Fed's Real-Time Daa Se for Macroeconomiss Firs-, Second-, and Third-Release Values Las Updaed: December 16, 2013 1. Inroducion We documen our compuaional mehods for consrucing

More information

Bank balance sheets, lending and the macroeconomy

Bank balance sheets, lending and the macroeconomy Bank balance shees, lending and he macroeconomy ea Zicchino Bank of England Join HKIMR and CCBS Workshop on Financial Markes, Financial Sabiliy, and Financial Fragiliy 29 November-2 December 2005 Wha is

More information

External balance assessment:

External balance assessment: Exernal balance assessmen: Balance of paymens Macroeconomic Analysis Course Banking Training School, Sae Bank of Vienam Marin Fukac 30 Ocober 3 November 2017 Economic policies Consumer prices Economic

More information

FOREIGN DIRECT INVESTMENT, TRADE AND ECONOMIC GROWTH: A COMPARISON OF SELECTED SOUTH ASIAN COUNTRIES

FOREIGN DIRECT INVESTMENT, TRADE AND ECONOMIC GROWTH: A COMPARISON OF SELECTED SOUTH ASIAN COUNTRIES Inernaional Journal of Humaniies and Social Science Vol. 2 No. 5; March 2012 FOREIGN DIRECT INVESTMENT, TRADE AND ECONOMIC GROWTH: A COMPARISON OF SELECTED SOUTH ASIAN COUNTRIES Khalid Javed Graduae Suden

More information

Macroeconomics. Typical macro questions (I) Typical macro questions (II) Methodology of macroeconomics. Tasks carried out by macroeconomists

Macroeconomics. Typical macro questions (I) Typical macro questions (II) Methodology of macroeconomics. Tasks carried out by macroeconomists Macroeconomics Macroeconomics is he area of economics ha sudies he overall economic aciviy in a counry or region by means of indicaors of ha aciviy. There is no essenial divide beween micro and macroeconomics,

More information

The Death of the Phillips Curve?

The Death of the Phillips Curve? The Deah of he Phillips Curve? Anhony Murphy Federal Reserve Bank of Dallas Research Deparmen Working Paper 1801 hps://doi.org/10.19/wp1801 The Deah of he Phillips Curve? 1 Anhony Murphy, Federal Reserve

More information

DOES EVA REALLY HELP LONG TERM STOCK PERFORMANCE?

DOES EVA REALLY HELP LONG TERM STOCK PERFORMANCE? DOES EVA REALLY HELP LONG TERM STOCK PERFORMANCE? Wesley M. Jones, Jr. The Ciadel wes.jones@ciadel.edu George Lowry, Randolph Macon College glowry@rmc.edu ABSTRACT Economic Value Added (EVA) as a philosophy

More information

Empirical Approaches to the Post-Keynesian Theory of Demand for Money: An Error Correction Model of Bangladesh

Empirical Approaches to the Post-Keynesian Theory of Demand for Money: An Error Correction Model of Bangladesh Trade and Developmen Review Vol. 7, Issue 2, 2014, 1-17 hp://www.drju.ne Empirical Approaches o he Pos-Keynesian Theory of Demand for Money: An Error Correcion Model of Bangladesh Nobinkhor Kundu Muhammad

More information

Health Shocks and Disability Transitions among Near-Elderly Workers

Health Shocks and Disability Transitions among Near-Elderly Workers Healh Shocks and Disabiliy Transiions among Near-Elderly Workers David M. Culer, Ellen Meara, Seh Richards-Shubik The research was suppored by a gran from he U.S. Social Securiy Adminisraion (SSA) as par

More information

Relevancy of Harrod-Domar Model in Nepalese Economy

Relevancy of Harrod-Domar Model in Nepalese Economy IOSR Journal of Economics and Finance (IOSR-JEF) e-issn: 2321-5933, p-issn: 2321-5925.Volume 9, Issue 1 Ver. IV (Jan.- Feb.2018), PP 37-44 www.iosrjournals.org Relevancy of Harrod-Domar Model in Nepalese

More information

Uncovered Interest Parity and Monetary Policy Freedom in Countries with the Highest Degree of Financial Openness

Uncovered Interest Parity and Monetary Policy Freedom in Countries with the Highest Degree of Financial Openness www.ccsene.org/ijef Inernaional Journal of Economics and Finance Vol. 3, No. 1; February 11 Uncovered Ineres Pariy and Moneary Policy Freedom in Counries wih he Highes Degree of Financial Openness Yuniaro

More information

a. If Y is 1,000, M is 100, and the growth rate of nominal money is 1 percent, what must i and P be?

a. If Y is 1,000, M is 100, and the growth rate of nominal money is 1 percent, what must i and P be? Problem Se 4 ECN 101 Inermediae Macroeconomics SOLUTIONS Numerical Quesions 1. Assume ha he demand for real money balance (M/P) is M/P = 0.6-100i, where is naional income and i is he nominal ineres rae.

More information

Introduction. Enterprises and background. chapter

Introduction. Enterprises and background. chapter NACE: High-Growh Inroducion Enerprises and background 18 chaper High-Growh Enerprises 8 8.1 Definiion A variey of approaches can be considered as providing he basis for defining high-growh enerprises.

More information

Purchasing Power Parity and Real Exchange Rate in Japan

Purchasing Power Parity and Real Exchange Rate in Japan MPRA Munich Personal RePEc Archive Purchasing Power Pariy and Real Exchange Rae in Japan Long, Dara Ocober 008 Online a hp://mpra.ub.uni-muenchen.de/11173/ MPRA Paper No. 11173, posed 17. Ocober 008 /

More information

Modeling Volatility of Exchange Rate of Chinese Yuan against US Dollar Based on GARCH Models

Modeling Volatility of Exchange Rate of Chinese Yuan against US Dollar Based on GARCH Models 013 Sixh Inernaional Conference on Business Inelligence and Financial Engineering Modeling Volailiy of Exchange Rae of Chinese Yuan agains US Dollar Based on GARCH Models Marggie Ma DBA Program Ciy Universiy

More information

This specification describes the models that are used to forecast

This specification describes the models that are used to forecast PCE and CPI Inflaion Differenials: Convering Inflaion Forecass Model Specificaion By Craig S. Hakkio This specificaion describes he models ha are used o forecas he inflaion differenial. The 14 forecass

More information

Portfolio investments accounted for the largest outflow of SEK 77.5 billion in the financial account, which gave a net outflow of SEK billion.

Portfolio investments accounted for the largest outflow of SEK 77.5 billion in the financial account, which gave a net outflow of SEK billion. BALANCE OF PAYMENTS DATE: 27-11-27 PUBLISHER: Saisics Sweden Balance of Paymens and Financial Markes (BFM) Maria Falk +46 8 6 94 72, maria.falk@scb.se Camilla Bergeling +46 8 6 942 6, camilla.bergeling@scb.se

More information