Economic Growth, Inflation and Wage Growth: Experience from a Developing Country

Size: px
Start display at page:

Download "Economic Growth, Inflation and Wage Growth: Experience from a Developing Country"

Transcription

1 Business and Manageent Research Vol., No. ; 0 Econoic Growth, Inflation and Wage Growth: Experience fro a Developing Countr Shahra Fattahi (Corresponding author) Departent of Econoics Facult of Social Sciences, Razi Universit Shahid Beheshti Blvd, Keranshah, Iran Tel: Eail: sh_fatahi@ahoo.co Received: Januar 7, 0 Accepted: Ma 6, 0 Online Published: June 8, 0 doi:0.50/br.vnp88 URL: Abstract The Iranian econo has been subject to a nuber of critical events over the past five decades including the 979 revolution, the eight-ear war with Iraq, volatilit in global oil prices, and the 99 balance of paent crisis. These events plus governent controls of the ajor parts of the econo have substantiall changed the behavior of the acroeconoic variables. This research tries to exaine the behavior of the ke acroeconoic variables including econoic growth, inflation and wage growth over the period Based on the estiated ulti equation odel and appling the three scenarios, the econoic growth is predicted to oscillate between.8% and 6.98%. Furtherore, it is forecasted that the inflation rate and the wage growth rate will be increased. Kewords: Econoic Growth, Inflation, Forecast, Developing Countr. Introduction This paper tries to exaine the behavior of the ke acroeconoic variables including econoic growth, inflation and wage growth in the Iranian econo over the period The Iranian econo is oil-reliant so that an change in oil price can directl affect all econoic sectors. It should be noted that Iran ranks second in the world in natural gas reserves and third in oil reserves. It is also OPEC s second largest oil exporter. The Iranian econo has experienced a relativel high inflation averaging about 5 percent per ear. The inflation rate has even been ore than 0 percent on average after the 97 oil crisis. Another ajor proble is high uneploent in Iran. The uneploent rate increased fro.8 percent in 959 to 8.7 percent in 97 and this increase has continued so that it peaked at. percent in 989. Uneploent has been on average ore than 9. percent for the period High inflation along with high uneploent, which is referred to as stagflation, has been the ajor concerns in Iran s econo. Although the oil shock is the source of stagflation in developed countries, the assive currenc depreciation is the ain factor for the case of Iran (Bahani-Oskooee, 995). In order to reove these probles, the governent has taken soe actions including trade liberalization, tax refor, exchange rate unification, subsid refor and financial sector refor. However, little progress has been ade in the area of privatization. Oil revenues have been one of the ain sources of one creation, fueled b governent spending. Another iportant factor for increasing liquidit (M) is the large nuber of governent-controlled enterprises which increase the budget deficit through borrowing fro the Central Bank, and thus increase the onetar base. Mone suppl growth has been 5.7 percent on average for the period , whereas real GNP growth recorded onl on average 6. percent during the sae period. Furtherore, one suppl has becoe 66 fold while real GNP recorded onl a fold increase during the sae period. As the sae tie population has been growing, resulting in an increasing deand which adds to inflation pressure. The rest of this paper is organized as follows. Section presents the odel to be estiated and describes all the data used. Section reports the epirical results of the stud. Finall, section concludes.. A ulti-equation odel The ulti-equation odel to be estiated consists of three equations. The first equation is the wage equation: Published b Sciedu Press 88 ISSN E-ISSN 97-60X

2 Business and Manageent Research Vol., No. ; 0 e W 0 U OG () 0 0 where W is noinal wage growth rate, U uneploent rate, OG output gap inflation rate, and e expected inflation rate. Equation () is the expectations-augented Phillips curve. The output gap is defined as the percentage deviation of real GNP fro its long-ter trend (derived b the Hodrick-Prescott filter) OG * * * where is real GNP and is the potential output of the econo. The uneploent rate (U) is a prox for excess suppl of labor. An increase in U will result in a decrease in W so that one expects 0. Since is a prox for the deand for labor and there is a positive relationship between and OG, one would expect 0. The increases in wages caused b increases in prices are given b the equation W MP L. P, where MP L is the arginal product of labor. The role of price inflation and expected price inflation in the deterination of wages has been ephasized b an researchers (Lahiri, 98; Chen and Flaschel, 006). In a copetitive econo, the expected inflation should have a coefficient equal to unit while in noncopetitive situations it lies between zero and unit depending on the strength of unions and other noncopetitive eleents in the bargaining process. (Turnovsk and Wachter, 97). Furtherore, the expected inflation coefficient will be unit onl if workers can full account for the aount of expected inflation in their current wage settleents. According to the natural rate hpothesis, there is no wa for the governent to keep the uneploent rate peranentl below the natural rate. Therefore, there is no long-run trade-off between inflation and uneploent, which iplies that the coefficient of expected inflation will be unit. Equation () is the aggregate deand function 0 ( M / P) g c D () 0 0 where M / P is real one ( M broad one and P the iplicit price deflator), g real governent expenditure, c real consuption, and D du variable. This function can be derived as a solution of IS-LM relationships, with the lagged value of c introduced to ake the iplied consuption function of peranent-incoe hpothesis and the du variable included to capture the effect of the 979 revolution on production. All variables in equation () except the du variable will be eploed in the growth rates. Equation () deterines price level changes as 0 M X T () 0 0 where X is the labor productivit easured as the ratio of real GNP to eploent iport inflation, and T is the trend variable. The variables M and X will be used in the growth rates. Bahani-Oskooee (995), Liu and Adedeji (000), Valadkhani (006) and Bonato (007) have supported one suppl growth as one of the ain deterinants of inflation in Iran. It should be noted that wages are not the cause of inflation in Iran because labor unions do not have enough power and pla no deterining role in the econo. Since all equations are over-identified, appling the ordinar least square (OLS) ethod to the equations will be inappropriate. One solution to this proble is to use two-stage least square procedure (SLS). Table displas suar statistics of the data including the ean, the axiu, the iniu, and the standard deviation for the period The data are annuall and are collected fro the Central Bank of Iran. Before running the regressions, we exained whether the data are stationar. The epirical results of the Augented Dick-Fuller test indicated that all the variables eploed are stationar, and thus this issue helps us to avoid the proble of the spurious relationships.. Epirical results. Estiation In order to estiate the ulti equation odel paraeters, the process of expectation foration should be deterined. An adaptive learning odel, which is a ore realistic wa of odeling expectation foration, will be eploed Published b Sciedu Press 89 ISSN E-ISSN 97-60X

3 Business and Manageent Research Vol., No. ; 0 (Evans and Honkapohja, 00; Orphanides and Willias, 00; Basdevant, 005). Neither backward-looking odels (for instance, adaptive expectations odel) and nor odels with rational expectations are reasonable and realistic because the forer assues that historical econoetric relationships are invariant to changes in the econoic polic and that agents do not react to ssteatic istakes the ade while the latter assues that agents full know the structure of the econo and for their expectations accordingl. Since private agents are not endowed with a priori knowledge of inflation behavior, the ust learn about it over tie as new data becoes available (Sargent, 999). Although uch research has been done on adaptive learning odels in recent ears, the are largel theoretical (Bernanke, 00). In this stud, expected inflation is generated through a least square learning rule and then expected inflation is analzed in the augented Phillips curve equation. An econoetric tool to stud learning is the Kalan filter which can be used to estiate tie-varing econoic relationships. The learning approach assues that the agents expectations of inflation are on average correct but a liited set of inforation is used. It is assued that agents forecast inflation using t and t through recursive least squares (RLS) t t+ b, t b, t t b, t t t where t t+ is the inflation rate in the next period expected b the agents at tie t. Agents forecast inflation in the next period b updating the paraeters period b period. The process of updating is based on RLS as follows (Bullard 99, Sargent 999, Evans and Honkapohja 00) B B ' t R t t t X t( t X t B t ) ' Rt R t t ( XtXt R t ) ' where Bt ( b, t, b, t, b, t ) and Xt ( t, t ). The equations above correspond to the following state space odel: t t+ b, t b, t t b, t t t bit b it vit, The expected inflation is coputed as the predicted value for t t+. The results of the estiated ulti equation odel are as follows (p-value in parenthesis): W U 0.7OG e R 0.55 DW.68 (0.00) (0.000) (0.00) (0.000) (0.000) ( M / P) 0.g 0.9D R 0.5 DW.90 (0.96) (0.00) (0.00) (0.0000).7 0.9M 0.6 X T R 0.7 DW.89 (0.6) (0.0) (0.0) (0.0000) (0.00) Since there was evidence of autocorrelation in the wage equation, the estiated function was corrected for this proble. The result fro diagnostic checking show the odel does not suffer fro heteroscedasticit. In the incoe equation, lagged real consuption was excluded fro specification because this variable was not significant. All coefficients of the explanator variables in the ulti equation odel have the expected signs and are statisticall significant. In the wage equation, a higher uneploent rate is associated with a lower wage growth rate while higher output gap increases wage growth rate. The expected inflation is the ost iportant deterinant of changes in wages. The size of the coefficient of expected inflation (0.60) is relativel large, even larger than the coefficient of actual inflation (0.58). It eans that the wage growth rate is ore sensitive to the expected inflation than the actual inflation. Inflation expectations are ver unstable in Iran s econo because the Central Bank is unable to adhere to an inflation target in practice. Thus, inflation expectations are not well-anchored and an oil price increase, which sees apparentl to be a favorable shock, results in one creation, fueled b governent spending out of oil revenues, and inflation. Published b Sciedu Press 90 ISSN E-ISSN 97-60X

4 Business and Manageent Research Vol., No. ; 0 In the incoe equation, real growth rate of M and real growth rate of governent expenditure are positivel associated with econoic growth while the production has decreased due to the 979 revolution. In the last equation, the iport price growth rate is the ost iportant deterinant of changes in prices. The trend variable and noinal growth rate of M have alost the sae positive effect on inflation rate, 0.5 and 0.9 respectivel. Finall, the coefficient of the labor productivit is negative as expected.. Polic Scenarios Three scenarios are ipleented with different assuptions nael Scenario I (baseline scenario), Scenario II and Scenario III. In Scenario I, it assued that long run trends in endogenous variables as well as exogenous variables will continue to hold over the next five ears. In this case, a tie series ethod is ipleented to produce the projections for future values of the all variables. A collection of ARMA (p, q) odels, for different orders of p and q, have been estiated and then the best odel was selected according to the Akaike inforation criterion (AIC) and the Schwarz inforation criterion (SIC). The results indicated that the ARMA (, ) odel does a reasonabl good job for ost variables. Table shows the averages of the actual values over the period and the averages of predicted values over the period It is of special interest to exaine the behavior of the three endogenous variables (i.e. w, and ). While the average wage growth rate (w) was 7.9% over the last 50 ears, it is forecasted to rise to 9.5% over the period in the baseline scenario. The average inflation rate ( ) is predicted to be 8.% over the next 5 ears. However, the average econoic growth rate () is expected to increase slightl over the prediction period. It will increase fro 6.% to 6.98%. Scenario II takes into account the long run trends onl in exogenous variables in a different wa. In doing so, first, averages of the actual values of the exogenous variables are calculated over the period Then averages of predicted values of the endogenous variables can be obtained b substituting averages of the actual values of the exogenous variables into the estiated wage, incoe and price equations. Scenario III is siilar to Scenario II but the recent trends in exogenous variables will be considered. In fact, averages of the actual values of the exogenous variables are calculated over the period The results of the predicted endogenous variables under three scenarios have been presented in Table. Under all three scenarios, it is forecasted that the inflation rate and the wage growth rate will be increased over the period 008-0, as copared to the averages of corresponding values, for instance 5.% and 7.9% respectivel. Furtherore, ore inflation and higher wage growth are expected if the subsid refor plan is ipleented. The econoic growth is also predicted to oscillate between.8% and 6.98%.. Conclusions The stud exained the behavior of the ke acroeconoic variables including wage growth, econoic growth, and inflation using a ulti equation odel. The results indicated that the actual inflation and the expected inflation are positivel associated with wage growth rate. Furtherore, the inflation expectations pla a ajor role in the deterination of the wages. Econoic growth has been 6.% on average over the period However, this growth in Iran has not been sustainable. Furtherore, it should be noted that one suppl has becoe 66 fold while real GNP recorded onl a fold increase during the sae period. The Iranian econo has experienced a relativel high inflation with an average inflation rate of about 5 percent over the period It has even been ore than 0 percent on average after the 97 oil crisis. The iport price growth rate has been the ost iportant deterinant of changes in prices. The trend variable and noinal growth rate of M have alost the sae positive effect on inflation rate. It should be noted that oil revenues have been one of the ain sources of one creation, fueled b governent spending. Another iportant factor for increasing liquidit (M) is the large nuber of governent-controlled enterprises which increase the budget deficit through borrowing fro the Central Bank, and thus increase the onetar base. Mone suppl growth has been 5.7 percent on average for the period Finall, three scenarios were ipleented with different assuptions. Under all three scenarios, it is forecasted that the inflation rate and the wage growth rate will be increased over the period The econoic growth is also predicted to oscillate between.8% and 6.98%. References Bahani-Oskooee, M. (995). Source of Inflation in Post-Revolutionar Iran. International Econoic Journal. 9(). Published b Sciedu Press 9 ISSN E-ISSN 97-60X

5 Business and Manageent Research Vol., No. ; Basdevant, O. (005). Learning Process and Rational Expectations: An Analsis Using a Sall. Macroeconoic Model for New Zealand. Econoic. Modelling. (6) Bernanke B. S. (00). A Perspective on Inflation Targeting. [Online] Available: (March 5, 00). Bonato L. (007). Mone and Inflation in the Islaic Republic of Iran. [Online] Available: (Ma, 007) Bullard, J. (99). Tie-varing paraeters and non-convergence to rational expectations under least square learning. Econoic Letters. 0() Chen P. & Flaschel P. (006). Measuring the Interaction of Wage and Price Phillips Curves for the U.S. Econo. Studies in Nonlinear Dnaics & Econoetrics. 0() Evans, G. & Honkapohja S. (00). Learning and expectations in acroeconoics, Princeton Universit Press, Princeton, (Chapter ). Lahiri, K. (98). The econoetrics of inflationar expectations, North-Holland Pub. Co. (Chapter ). Liu O. & Adedeji O. (000). Deterinants of Inflation in the Islaic Republic of Iran: A Macroeconoic Analsis. [Online] Available: (Jul, 000). Orphanides A. and Willias J. C. (00). Iperfect knowledge, inflation expectations and onetar polic. [Online] Available: (Ma, 00). Sargent, T. J. (999). The Conquest of Aerican Inflation, Princeton Universit Press. (Chapter ). Turnovsk, S.J. & Wachter, M. L. (97). A Test of the "Expectations Hpothesis" Using Directl Observed Wage and Price Expectations. The Review of Econoics and Statistics, MIT Press. 5() Valadkhani, A. (006). Macroeconoetric Modelling in an Oil-Exporting Countr: The case of Iran. The Journal of Energ and Developent. () Table. Descriptive Statistics of the data ( ) Variable Mean Maxiu Miniu Std. dev. Wage growth arte (%) (W) Uneploent rate (%) (U) Output Gap(%) (OG) Inflation rate (%) ( ) Real GNP growth rate (%) ( ) Noinal growth rate of M (%) ( M ) Real growth rate of M (%) ( / Real growth rate of governent expenditure (%) ( g ) Real growth rate of consuption (%) ( c ) Iport price growth rate (%) ( ) Productivit growth rate (%) ( X ) Published b Sciedu Press 9 ISSN E-ISSN 97-60X

6 Business and Manageent Research Vol., No. ; 0 Table. Endogenous and Exogenous Variables under Scenario I (%) Variable Variable W M U M / P OG g e X.69.6 Y Table. Endogenous Variables under three Scenarios (%) Scenario I Scenario II Scenario III Variable Variable Variable w 9.5 w 0.7 W Y Published b Sciedu Press 9 ISSN E-ISSN 97-60X

III. Valuation Framework for CDS options

III. Valuation Framework for CDS options III. Valuation Fraework for CDS options In siulation, the underlying asset price is the ost iportant variable. The suitable dynaics is selected to describe the underlying spreads. The relevant paraeters

More information

Analysis of the purchase option of computers

Analysis of the purchase option of computers Analysis of the of coputers N. Ahituv and I. Borovits Faculty of Manageent, The Leon Recanati Graduate School of Business Adinistration, Tel-Aviv University, University Capus, Raat-Aviv, Tel-Aviv, Israel

More information

CHAPTER 2: FUTURES MARKETS AND THE USE OF FUTURES FOR HEDGING

CHAPTER 2: FUTURES MARKETS AND THE USE OF FUTURES FOR HEDGING CHAPER : FUURES MARKES AND HE USE OF FUURES FOR HEDGING Futures contracts are agreeents to buy or sell an asset in the future for a certain price. Unlike forward contracts, they are usually traded on an

More information

Capital Asset Pricing Model: The Criticisms and the Status Quo

Capital Asset Pricing Model: The Criticisms and the Status Quo Journal of Applied Sciences Research, 7(1): 33-41, 2011 ISSN 1819-544X This is a refereed journal and all articles are professionally screened and reviewed 33 ORIGINAL ARTICLES Capital Asset Pricing Model:

More information

Research on the Management Strategy from the Perspective of Profit and Loss Balance

Research on the Management Strategy from the Perspective of Profit and Loss Balance ISSN: 2278-3369 International Journal of Advances in Manageent and Econoics Available online at: www.anageentjournal.info RESEARCH ARTICLE Research on the Manageent Strategy fro the Perspective of Profit

More information

"Inflation, Wealth And The Real Rate Of Interest"

Inflation, Wealth And The Real Rate Of Interest Econoic Staff Paper Series Econoics 3-1975 "Inflation, Wealth And The Real Rate Of Interest" Walter Enders Iowa State University Follow this and additional works at: http://lib.dr.iastate.edu/econ_las_staffpapers

More information

QED. Queen s Economics Department Working Paper No. 1088

QED. Queen s Economics Department Working Paper No. 1088 QED Queen s Econoics Departent Working Paper No. 1088 Regulation and Taxation of Casinos under State-Monopoly, Private Monopoly and Casino Association Regies Hasret Benar Eastern Mediterranean University

More information

See Market liquidity: Research Findings and Selected Policy Implications in BIS (1999) for the various dimensions of liquidity.

See Market liquidity: Research Findings and Selected Policy Implications in BIS (1999) for the various dimensions of liquidity. Estiating liquidity preia in the Spanish Governent securities arket 1 Francisco Alonso, Roberto Blanco, Ana del Río, Alicia Sanchís, Banco de España Abstract This paper investigates the presence of liquidity

More information

Inflation and Unemployment in Nigeria: An ARDL- Approach

Inflation and Unemployment in Nigeria: An ARDL- Approach World Journal of Econoic and Finance Vol. 3(2), pp. 069-074, Noveber, 2017. www.preierpublishers.org. ISSN: XXXX-XXXX WJEF Research Article Inflation and Uneployent in Nigeria: An ARDL- Approach Saad Buba

More information

Time Value of Money. Financial Mathematics for Actuaries Downloaded from by on 01/12/18. For personal use only.

Time Value of Money. Financial Mathematics for Actuaries Downloaded from  by on 01/12/18. For personal use only. Interest Accuulation and Tie Value of Money Fro tie to tie we are faced with probles of aking financial decisions. These ay involve anything fro borrowing a loan fro a bank to purchase a house or a car;

More information

Cyclical or Structural?

Cyclical or Structural? Global Trade Slowdown: Cclical or Structural? Cristina Constantinescu (IMF) Aadita Mattoo (B) Michele Ruta (IMF) Third IMF/B/TO Trade orshop 6 Noveber 2014 Main Messages orld trade grew less than 3 percent

More information

PRODUCTION COSTS MANAGEMENT BY MEANS OF INDIRECT COST ALLOCATED MODEL

PRODUCTION COSTS MANAGEMENT BY MEANS OF INDIRECT COST ALLOCATED MODEL PRODUCTION COSTS MANAGEMENT BY MEANS OF INDIRECT COST ALLOCATED MODEL Berislav Bolfek 1, Jasna Vujčić 2 1 Polytechnic Slavonski Brod, Croatia, berislav.bolfek@vusb.hr 2 High school ''Matija Antun Reljković'',

More information

An Analytical Solution to Reasonable Royalty Rate Calculations a

An Analytical Solution to Reasonable Royalty Rate Calculations a -0- An Analytical Solution to Reasonable Royalty Rate Calculations a Willia Choi b Roy Weinstein c July 000 Abstract The courts are increasingly encouraging use of ore rigorous, scientific approaches to

More information

STOCK PRICE AND EXCHANGE RATE CAUSALITY: THE CASE OF FOUR ASEAN COUNTRIES

STOCK PRICE AND EXCHANGE RATE CAUSALITY: THE CASE OF FOUR ASEAN COUNTRIES Stock Price and Exchange Rate Causality: The Case of Four Asean Countries STOCK PRICE AND EXCHANGE RATE CAUSALITY: THE CASE OF FOUR ASEAN COUNTRIES D. Agus Harjito, Indonesian Islaic University Carl B.

More information

Firm efficiency and Input market integration: Trade versus FDI

Firm efficiency and Input market integration: Trade versus FDI Fir efficienc and nput arket integration: Trade versus F ichele bruno Abstract This paper highlights the crucial role plaed b international access to interediate inputs to explain the fir-level perforance,

More information

MAT 3788 Lecture 3, Feb

MAT 3788 Lecture 3, Feb The Tie Value of Money MAT 3788 Lecture 3, Feb 010 The Tie Value of Money and Interest Rates Prof. Boyan Kostadinov, City Tech of CUNY Everyone is failiar with the saying "tie is oney" and in finance there

More information

Combining Neural Network and Firefly Algorithm to Predict Stock Price in Tehran exchange

Combining Neural Network and Firefly Algorithm to Predict Stock Price in Tehran exchange Cobining Neural Network and Firefly Algorith to Predict Stock Price in Tehran exchange Aliabdollahi Departent of Accounting Persian Gulf International Branch Islaic Azad Univercity,khorrashahr, Iran Saharotaedi

More information

QED. Queen s Economics Department Working Paper No Hasret Benar Department of Economics, Eastern Mediterranean University

QED. Queen s Economics Department Working Paper No Hasret Benar Department of Economics, Eastern Mediterranean University QED Queen s Econoics Departent Working Paper No. 1056 Regulation and Taxation of Casinos under State-Monopoly, Private Monopoly and Casino Association Regies Hasret Benar Departent of Econoics, Eastern

More information

Financial Risk: Credit Risk, Lecture 1

Financial Risk: Credit Risk, Lecture 1 Financial Risk: Credit Risk, Lecture 1 Alexander Herbertsson Centre For Finance/Departent of Econoics School of Econoics, Business and Law, University of Gothenburg E-ail: alexander.herbertsson@cff.gu.se

More information

Unisex-Calculation and Secondary Premium Differentiation in Private Health Insurance. Oliver Riedel

Unisex-Calculation and Secondary Premium Differentiation in Private Health Insurance. Oliver Riedel Unisex-Calculation and Secondary Preiu Differentiation in Private Health Insurance Oliver Riedel University of Giessen Risk Manageent & Insurance Licher Strasse 74, D - 35394 Giessen, Gerany Eail: oliver.t.riedel@wirtschaft.uni-giessen.de

More information

Foreign Investment, Urban Unemployment, and Informal Sector

Foreign Investment, Urban Unemployment, and Informal Sector Journal of Econoic Integration 20(1), March 2005; 123-138 Foreign Investent, Urban Uneployent, and Inforal Sector Shigei Yabuuchi Nagoya City University Haid Beladi North Dakota State University Gu Wei

More information

Time Varying International Market Integration

Time Varying International Market Integration International Journal of conoics and Finance; Vol. 5, No. 11; 013 ISSN 1916-971X-ISSN 1916-978 Published by Canadian Center of Science and ducation Tie Varying International Market Integration Dhouha Hadidane

More information

Evaluation on the Growth of Listed SMEs Based on Improved Principal Component Projection Method

Evaluation on the Growth of Listed SMEs Based on Improved Principal Component Projection Method Proceedings of the 7th International Conference on Innovation & Manageent 519 Evaluation on the Growth of Listed SMEs Based on Iproved Principal Coponent Projection Method Li Li, Ci Jinfeng Shenzhen Graduate

More information

Compensation Report. Fresenius Medical Care AG & Co. KGaA

Compensation Report. Fresenius Medical Care AG & Co. KGaA Copensation Report Fresenius Medical Care AG & Co. KGaA Copensation Report The copensation report of FMC-AG & Co. KGaA suarizes the ain eleents of the copensation syste for the ebers of the Manageent Board

More information

METHODOLOGY AND RESULTS

METHODOLOGY AND RESULTS Methodological Docuent METHODOLOGY AND RESULTS PRODUCER PRICE INDEX IN BOSNIA AND HERZEGOVINA Bosnia and Herzegovina Agenc for Statistics of Bosnia and Herzegovina Federal Office of Statistics of Federation

More information

AN ANALYSIS OF EQUITY IN INSURANCE. THE MATHEMATICAL APPROACH OF RISK OF RUIN FOR INSURERS

AN ANALYSIS OF EQUITY IN INSURANCE. THE MATHEMATICAL APPROACH OF RISK OF RUIN FOR INSURERS Iulian Mircea AN ANALYSIS OF EQUITY IN INSURANCE. THE MATHEMATICAL APPROACH OF RISK OF RUIN FOR INSURERS A.S.E. Bucure ti, CSIE, Str.Mihail Moxa nr. 5-7, irceaiulian9@yahoo.co, Tel.074.0.0.38 Paul T n

More information

An Index Number Formula Problem: the Aggregation of Broadly Comparable Items

An Index Number Formula Problem: the Aggregation of Broadly Comparable Items An Index Nuber Forula Proble: the Aggregation of Broadly Coparable Ites Mick Silver* International Monetary Fund Presentation to the (Ottawa) International Working Group on Price Indices (May 27 29, 2009)

More information

S old. S new. Old p D. Old q. New q

S old. S new. Old p D. Old q. New q Proble Set 1: Solutions ECON 301: Interediate Microeconoics Prof. Marek Weretka Proble 1 (Fro Varian Chapter 1) In this proble, the supply curve shifts to the left as soe of the apartents are converted

More information

State Trading Enterprises as Non-Tariff Measures: Theory, Evidence and Future Research Directions

State Trading Enterprises as Non-Tariff Measures: Theory, Evidence and Future Research Directions State Trading Enterprises as Non-Tariff Measures: Theory, Evidence and Future Research Directions Steve McCorriston (University of Exeter, UK) (s.ccorriston@ex.ac.uk) Donald MacLaren (university of Melbourne,

More information

EXCHANGE RATE INFLUENCES ON STOCK MARKET RETURNS AND VOLATILITY DYNAMICS: EMPIRICAL EVIDENCE FROM THE AUSTRALIAN STOCK MARKET. Indika Karunanayake *

EXCHANGE RATE INFLUENCES ON STOCK MARKET RETURNS AND VOLATILITY DYNAMICS: EMPIRICAL EVIDENCE FROM THE AUSTRALIAN STOCK MARKET. Indika Karunanayake * RAE REVIEW OF APPLIED ECONOMICS Vol. 10, Nos. 1-2, (January-Deceber 2014) EXCHANGE RATE INFLUENCES ON STOCK MARKET RETURNS AND VOLATILITY DYNAMICS: EMPIRICAL EVIDENCE FROM THE AUSTRALIAN STOCK MARKET Indika

More information

Modeling Monetary Policy

Modeling Monetary Policy Modeling Monetary Policy Sauel Reynard Swiss National Bank Andreas Schabert University of Dortund Deceber 3, 28 Abstract Models currently used for onetary policy analysis equate the onetary policy interest

More information

Linking CGE and Microsimulation Models: A Comparison of Different Approaches

Linking CGE and Microsimulation Models: A Comparison of Different Approaches INTERNATIONAL JOURNAL OF MICROSIMULATION (2010) 3) 72-91 Linking CGE and Microsiulation Models: A Coparison of Different Approaches Giulia Colobo Departent of Econoic and Social Science - Catholic University

More information

Project selection by using AHP and Bernardo Techniques

Project selection by using AHP and Bernardo Techniques International Journal of Huanities and Applied Sciences (IJHAS) Vol. 5, No., 06 ISSN 77 4386 Project selection by using AHP and Bernardo Techniques Aza Keshavarz Haddadha, Ali Naazian, Siaak Haji Yakhchali

More information

- Chapter 2 - LINKING CGE AND MICROSIMULATION MODELS: A COMPARISON OF DIFFERENT APPROACHES

- Chapter 2 - LINKING CGE AND MICROSIMULATION MODELS: A COMPARISON OF DIFFERENT APPROACHES - Chapter 2 - LINKING CGE AND MICROSIMULATION MODELS: A COMPARISON OF DIFFERENT APPROACHES 72 . INTRODUCTION In the literature that studies incoe ineuality and poverty, we can observe a recent developent

More information

Optimal Design Of English Auctions With Discrete Bid Levels*

Optimal Design Of English Auctions With Discrete Bid Levels* Optial Design Of English Auctions With Discrete Bid Levels* E. David, A. Rogers and N. R. Jennings Electronics and Coputer Science, University of Southapton, Southapton, SO7 BJ, UK. {ed,acr,nrj}@ecs.soton.ac.uk.

More information

An alternative route to performance hypothesis testing Received (in revised form): 7th November, 2003

An alternative route to performance hypothesis testing Received (in revised form): 7th November, 2003 An alternative route to perforance hypothesis testing Received (in revised for): 7th Noveber, 3 Bernd Scherer heads Research for Deutsche Asset Manageent in Europe. Before joining Deutsche, he worked at

More information

Production, Process Investment and the Survival of Debt Financed Startup Firms

Production, Process Investment and the Survival of Debt Financed Startup Firms Babson College Digital Knowledge at Babson Babson Faculty Research Fund Working Papers Babson Faculty Research Fund 00 Production, Process Investent and the Survival of Debt Financed Startup Firs S. Sinan

More information

ALASKA'S REVENUE FORECASTS AND EXPENDITURE OPTIONS

ALASKA'S REVENUE FORECASTS AND EXPENDITURE OPTIONS REVEW OF SOCAL AND ECONOMC CONDTONS UNVERSTY OF ALASKA, NSTTUTE OF SOCAL AND ECONOMC RESEARCH, JULY 1978, Vol. XV, No.2 ALASKA'S REVENUE FORECASTS AND EXPENDTURE OPTONS NTRODUCTON Can Alaska's state governent

More information

UNCOVERED INTEREST PARITY IN CENTRAL AND EASTERN EUROPE: CONVERGENCE AND THE GLOBAL FINANCIAL CRISIS 1

UNCOVERED INTEREST PARITY IN CENTRAL AND EASTERN EUROPE: CONVERGENCE AND THE GLOBAL FINANCIAL CRISIS 1 UNCOVERED INTEREST PARITY IN CENTRAL AND EASTERN EUROPE: CONVERGENCE AND THE GLOBAL FINANCIAL CRISIS 1 Abstract Fabio Filipozzi 2, Karsten Staehr Tallinn University of Technology, Bank of Estonia This

More information

An agent-based analysis of main cross-border balancing arrangements for Northern Europe

An agent-based analysis of main cross-border balancing arrangements for Northern Europe 1 An agent-based analysis of ain cross-border balancing arrangeents for Northern Europe R. A. C. van der Vee A. Abbasy, and R. A. Hakvoort Abstract The topic of electricity balancing arket integration

More information

The Effect of Fiscal Shock on Inflation and Economic Growth in Developing Countries

The Effect of Fiscal Shock on Inflation and Economic Growth in Developing Countries International Letters of Social and Humanistic Sciences Online: 2014-09-30 ISSN: 2300-2697, Vol. 41, pp 184-191 doi:10.18052/www.scipress.com/ilshs.41.184 2014 SciPress Ltd., Switzerland The Effect of

More information

Research Article Analysis on the Impact of the Fluctuation of the International Gold Prices on the Chinese Gold Stocks

Research Article Analysis on the Impact of the Fluctuation of the International Gold Prices on the Chinese Gold Stocks Discrete Dynaics in Nature and Society, Article ID 308626, 6 pages http://dx.doi.org/10.1155/2014/308626 Research Article Analysis on the Ipact of the Fluctuation of the International Gold Prices on the

More information

FIW Working Paper N 154 March Firm efficiency and Input market integration. Michele Imbruno 1. Abstract

FIW Working Paper N 154 March Firm efficiency and Input market integration. Michele Imbruno 1. Abstract FW Working aper FW Working aper N 54 arch 205 Fir eicienc and nput arket integration Trade versus F ichele bruno Abstract This paper highlights the crucial role plaed b international access to interediate

More information

Modelling optimal asset allocation when households experience health shocks. Jiapeng Liu, Rui Lu, Ronghua Yi, and Ting Zhang*

Modelling optimal asset allocation when households experience health shocks. Jiapeng Liu, Rui Lu, Ronghua Yi, and Ting Zhang* Modelling optial asset allocation when households experience health shocks Jiapeng Liu, Rui Lu, Ronghua Yi, and Ting Zhang* Abstract Health status is an iportant factor affecting household portfolio decisions.

More information

Market Power and Policy Effects in the Korean Infant Formula Industry - Case Study-

Market Power and Policy Effects in the Korean Infant Formula Industry - Case Study- Market ower and olicy Effects in the Korean Infant Forula Industry - Case Study- 1. Infant forula industry in Korea Over 90% of new-born babies are priarily fed infant forula There are only four copanies

More information

Research on Entrepreneur Environment Management Evaluation Method Derived from Advantage Structure

Research on Entrepreneur Environment Management Evaluation Method Derived from Advantage Structure Research Journal of Applied Sciences, Engineering and Technology 6(1): 160-164, 2013 ISSN: 2040-7459; e-issn: 2040-7467 Maxwell Scientific Organization, 2013 Subitted: Noveber 08, 2012 Accepted: Deceber

More information

Construction Methods.. Ch.-2- Factors Affecting the Selection of Construction Equipment

Construction Methods.. Ch.-2- Factors Affecting the Selection of Construction Equipment Construction Methods.. Ch.-2- Factors Affecting the Selection of Construction Equipent Chapter 2 Factors Affecting the Selection of Construction Equipent 2. Factors Affecting the Selection of Construction

More information

The Least-Squares Method for American Option Pricing

The Least-Squares Method for American Option Pricing U.U.D.M. Proect Report 29:6 The Least-Squares Method for Aerican Option Pricing Xueun Huang and Xuewen Huang Exaensarbete i ateatik, 3 hp + 5 hp Handledare och exainator: Macie Kliek Septeber 29 Departent

More information

Staff Memo N O 2005/11. Documentation of the method used by Norges Bank for estimating implied forward interest rates.

Staff Memo N O 2005/11. Documentation of the method used by Norges Bank for estimating implied forward interest rates. N O 005/ Oslo Noveber 4, 005 Staff Meo Departent for Market Operations and Analysis Docuentation of the ethod used by Norges Bank for estiating iplied forward interest rates by Gaute Myklebust Publications

More information

Corrective Taxation versus Liability

Corrective Taxation versus Liability Aerican Econoic Review: Papers & Proceedings 2011, 101:3, 273 276 http://www.aeaweb.org/articles.php?doi=10.1257/aer.101.3.273 Law and Econoics Corrective Taxation versus Liability By Steven Shavell* Since

More information

The New Keynesian Phillips Curve for Austria An Extension for the Open Economy

The New Keynesian Phillips Curve for Austria An Extension for the Open Economy The New Keynesian Phillips Curve for Austria An Extension for the Open Econoy Following the epirical breakdown of the traditional Phillips curve relationship, the baseline New Keynesian Phillips Curve

More information

Capital reserve planning:

Capital reserve planning: C O - O P E R A T I V E H O U S I N G F E D E R A T I O N O F C A N A D A Capital reserve planning: A guide for federal-progra co-ops Getting our house in order P A R T O F T H E 2 0 2 0 V I S I O N T

More information

Modeling Monetary Policy

Modeling Monetary Policy Modeling Monetary Policy Sauel Reynard Swiss National Bank Andreas Schabert TU Dortund University May 22, 29 Abstract In an otherwise standard acroeconoic odel, we odel the central bank as providing oney

More information

4. Martha S. has a choice of two assets: The first is a risk-free asset that offers a rate of return of r

4. Martha S. has a choice of two assets: The first is a risk-free asset that offers a rate of return of r Spring 009 010 / IA 350, Interediate Microeconoics / Proble Set 3 1. Suppose that a stock has a beta of 1.5, the return of the arket is 10%, and the risk-free rate of return is 5%. What is the expected

More information

Estimating Nonlinear Models With Multiply Imputed Data

Estimating Nonlinear Models With Multiply Imputed Data Estiating onlinear Models With Multiply Iputed Data Catherine Phillips Montalto 1 and Yoonkyung Yuh 2 Repeated-iputation inference (RII) techniques for estiating nonlinear odels with ultiply iputed data

More information

Endogenous Labor Supply, Rigid Factor Prices And A Second Best Solution

Endogenous Labor Supply, Rigid Factor Prices And A Second Best Solution Econoic Staff Paper Series Econoics 6-1975 Endogenous Labor Supply, Rigid Factor Prices And A Second Best Solution Harvey E. Lapan Iowa State University Follow this and additional works at: http://lib.dr.iastate.edu/econ_las_staffpapers

More information

Modeling Monetary Policy

Modeling Monetary Policy Modeling Monetary Policy Sauel Reynard Swiss National Bank Andreas Schabert University of Dortund Septeber 23, 28 Abstract The epirical relationship between the interest rates that central banks control

More information

ASSESSING CREDIT LOSS DISTRIBUTIONS FOR INDIVIDUAL BORROWERS AND CREDIT PORTFOLIOS. BAYESIAN MULTI-PERIOD MODEL VS. BASEL II MODEL.

ASSESSING CREDIT LOSS DISTRIBUTIONS FOR INDIVIDUAL BORROWERS AND CREDIT PORTFOLIOS. BAYESIAN MULTI-PERIOD MODEL VS. BASEL II MODEL. ASSESSING CREIT LOSS ISTRIBUTIONS FOR INIVIUAL BORROWERS AN CREIT PORTFOLIOS. BAYESIAN ULTI-PERIO OEL VS. BASEL II OEL. Leonid V. Philosophov,. Sc., Professor, oscow Coittee of Bankruptcy Affairs. 33 47

More information

Why Do Large Investors Disclose Their Information?

Why Do Large Investors Disclose Their Information? Why Do Large Investors Disclose Their Inforation? Ying Liu Noveber 7, 2017 Abstract Large investors often advertise private inforation at private talks or in the edia. To analyse the incentives for inforation

More information

Foreign Direct Investment, Tax Havens, and Multinationals

Foreign Direct Investment, Tax Havens, and Multinationals Foreign Direct Investent, Tax Havens, and Multinationals Thoas A. Gresik a, Dirk Schindler b, and Guttor Schjelderup b a University of Notre Dae b Norwegian School of Econoics January 14, 214 Preliinary

More information

Missing Link: Volatility and the Debt Intolerance Paradox

Missing Link: Volatility and the Debt Intolerance Paradox WP/04/51 Missing ink: Volatility and the Debt Intolerance Paradox uis Catão and Sandeep Kapur 2004 International Monetary Fund WP/04/51 IMF Working Paper Research Departent Missing ink: Volatility and

More information

Department of Econometrics and Business Statistics

Department of Econometrics and Business Statistics ISSN 440-77X Australia Departent of Econoetrics and Business Statistics http://www.buseco.onash.edu.au/depts/ebs/pubs/wpapers/ Applications of Inforation Measures to Assess Convergence in the Central Liit

More information

Why microfinance institutions in Bolivia have virtually ignored savings

Why microfinance institutions in Bolivia have virtually ignored savings Why icrofinance institutions in Bolivia have virtually ignored savings HILLARY A. MILLER The Private Financial Fund is a category of regulated icrofinance institution (MFI) in Bolivia that is allowed to

More information

The Structural Transformation Between Manufacturing and Services and the Decline in the U.S. GDP Volatility

The Structural Transformation Between Manufacturing and Services and the Decline in the U.S. GDP Volatility The Structural Transforation Between Manufacturing and Services and the Decline in the U.S. GDP Volatility Alessio Moro y First Version: Septeber 2008 This Version: October 2009 Abstract In this paper

More information

Recursive Inspection Games

Recursive Inspection Games Recursive Inspection Gaes Bernhard von Stengel February 7, 2016 arxiv:1412.0129v2 [cs.gt] 7 Feb 2016 Abstract We consider a sequential inspection gae where an inspector uses a liited nuber of inspections

More information

Handelsbanken Debt Security Index Base Methodology. Version September 2017

Handelsbanken Debt Security Index Base Methodology. Version September 2017 Handelsbanken Debt Security Index Base ethodology Version 1.0 22 Septeber 2017 Contents 1 Introduction... 3 2 Description... 3 3 General Ters... 3 4 Iportant Inforation... 4 5 Definitions... 5 5.1 iscellaneous...

More information

IMPORTED MACHINERY FOR EXPORT COMPETITIVENESS. Ashoka Mody * Kamil Yilmaz *

IMPORTED MACHINERY FOR EXPORT COMPETITIVENESS. Ashoka Mody * Kamil Yilmaz * IMPORTED MACHINERY FOR EXPORT COMPETITIVENESS Ashoka Mody * Kail Yilaz * The World Bank Koç University Washington, D.C. Istanbul, Turkey January 1998 Revised: March 2001 Abstract We analyze the relationship

More information

William J. Clinton Foundation

William J. Clinton Foundation Willia J. Clinton Foundation Independent Accountants Report and Consolidated Financial Stateents Deceber 31, 211 and 21 Willia J. Clinton Foundation Deceber 31, 211 and 21 Contents Independent Accountants

More information

CONDITIONAL MEAN DOMINANCE: TESTING FOR SUFFICIENCY OF ANOMALIES

CONDITIONAL MEAN DOMINANCE: TESTING FOR SUFFICIENCY OF ANOMALIES CONDITIONAL MEAN DOMINANCE: TESTING FOR SUFFICIENCY OF ANOMALIES K. Victor Chow and Ou Hu* ABSTRACT Extensive epirical literature of anoalies suggests that an asset reallocation by buying a subset of the

More information

NBER WORKING PAPER SERIES WEAK AND SEMI-STRONG FORM STOCK RETURN PREDICTABILITY, REVISITED. Wayne E. Ferson Andrea Heuson Tie Su

NBER WORKING PAPER SERIES WEAK AND SEMI-STRONG FORM STOCK RETURN PREDICTABILITY, REVISITED. Wayne E. Ferson Andrea Heuson Tie Su NBER WORKING PAPER SERIES WEAK AND SEMI-STRONG FORM STOCK RETURN PREDICTABILITY, REVISITED Wayne E. Ferson Andrea Heuson Tie Su Working Paper 10689 http://www.nber.org/papers/w10689 NATIONAL BUREAU OF

More information

BERMUDA NATIONAL PENSION SCHEME (GENERAL) REGULATIONS 1999 BR 82 / 1999

BERMUDA NATIONAL PENSION SCHEME (GENERAL) REGULATIONS 1999 BR 82 / 1999 QUO FA T A F U E R N T BERMUDA NATIONAL PENSION SCHEME (GENERAL) REGULATIONS 1999 BR 82 / 1999 TABLE OF CONTENTS 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 Citation Interpretation PART 1 PRELIMINARY PART II REGISTRATION

More information

No 70. Male-female labour market participation and wage differentials in Greece

No 70. Male-female labour market participation and wage differentials in Greece CENTRE OF PLANNING AND ECONOMIC RESEARCH No 70 Male-feale labour arket participation and wage differentials in Greece C. N. Kanellopoulos K. G. Mavroaras February 1999 C. N. Kanellopoulos Senior Research

More information

Nontradables and relative price levels across areas within Japan Hidehiro Ikeno Surugadai University

Nontradables and relative price levels across areas within Japan Hidehiro Ikeno Surugadai University Nontradables and relative price levels across areas within Japan Hidehiro Ieno Surugadai University 1. Introduction This paper exaines epirically the iportance of tradables and nontradables in deterining

More information

Section on Survey Research Methods

Section on Survey Research Methods Using the Statistics of Incoe Division s Saple Data to Reduce Measureent and Processing Error in Sall Area Estiates Produced fro Adinistrative Tax Records Kiberly Henry, Partha Lahiri, and Robin Fisher

More information

Hiding Loan Losses: How to Do It? How to Eliminate It?

Hiding Loan Losses: How to Do It? How to Eliminate It? ömföäflsäafaäsflassflassf ffffffffffffffffffffffffffffffffffff Discussion Papers Hiding oan osses: How to Do It? How to Eliinate It? J P. Niiniäki Helsinki School of Econoics and HECER Discussion Paper

More information

Third quarter 2017 results

Third quarter 2017 results Third quarter 2017 results October 27, 2017 Cautionary stateent regarding forward-looking stateents This presentation contains stateents that constitute forward-looking stateents, including but not liited

More information

Is FDI Indeed Tariff-Jumping? Firm-Level Evidence

Is FDI Indeed Tariff-Jumping? Firm-Level Evidence Is FDI Indeed Tariff-Juping? Fir-Level Evidence Ayça Tekin-Koru March 0, 004 Abstract This paper attepts to shed light on greenfield FDI and cross-border M&A as distinct FDI odes of entry. The paper first

More information

Introduction to Risk, Return and the Opportunity Cost of Capital

Introduction to Risk, Return and the Opportunity Cost of Capital Introduction to Risk, Return and the Opportunity Cost of Capital Alexander Krüger, 008-09-30 Definitions and Forulas Investent risk There are three basic questions arising when we start thinking about

More information

The Incomplete Gamma Function Part IV - A Mean-Reverting, Return Model

The Incomplete Gamma Function Part IV - A Mean-Reverting, Return Model The Incoplete Gaa Function Part IV - A Mean-Reverting, Return Model Gary Schuran, MBE, CFA Noveber, 217 The base equation for a ean-reverting process fro Part II where the variable t is tie in years is...

More information

Who Gains and Who Loses from the 2011 Debit Card Interchange Fee Reform?

Who Gains and Who Loses from the 2011 Debit Card Interchange Fee Reform? No. 12-6 Who Gains and Who Loses fro the 2011 Debit Card Interchange Fee Refor? Abstract: Oz Shy In October 2011, new rules governing debit card interchange fees becae effective in the United States. These

More information

Taxing the Aviation Sector

Taxing the Aviation Sector Taxing the Aviation Sector A special notion on the 'natural oil tax' Final report Client: ECORYS Research Prograe ECORYS Nederland BV Leon van Berkel Rotterda, 31 st of August 2008 ECORYS Nederland BV

More information

A Pricing Model for Milk Based on Cost of Production

A Pricing Model for Milk Based on Cost of Production Tropical Agricultural Research Vol: 9: 3-334 (007) A Pricing Model for Mil Based on Cost of Production V Saravanauar and DK Jain Agribusiness Developent Division Tail Nadu Agricultural University Coibatore

More information

A Complete Example of an Optimal. Two-Bracket Income Tax

A Complete Example of an Optimal. Two-Bracket Income Tax A Coplete Exaple of an Optial Two-Bracket Incoe Tax Jean-François Wen Departent of Econoics University of Calgary March 6, 2014 Abstract I provide a siple odel that is solved analytically to yield tidy

More information

Using Elasticities to Derive Optimal Bankruptcy Exemptions

Using Elasticities to Derive Optimal Bankruptcy Exemptions Using Elasticities to erive Optial Bankruptcy Exeptions Eduardo ávila YU Stern January 25 Abstract This paper characterizes the optial bankruptcy exeption for risk averse borrowers who use unsecured contracts

More information

The Casual Relationship Between Information and Communication Technology (ICT) and Foreign Direct Investment (FDI)

The Casual Relationship Between Information and Communication Technology (ICT) and Foreign Direct Investment (FDI) Association for Inforation Systes AIS Electronic Library (AISeL) ECIS 2003 Proceedings European Conference on Inforation Systes (ECIS) 2003 The Casual Relationship Between Inforation and Counication Technology

More information

ExtremeVaR of South East Asian Stock Indices with Extreme Distribution- Based Efficiency

ExtremeVaR of South East Asian Stock Indices with Extreme Distribution- Based Efficiency Available online at www.sciencedirect.co ScienceDirect Procedia Econoics and Finance 5 ( 2013 ) 120 124 International Conference on Applied Econoics (ICOAE) 2013 EtreeVaR of South East Asian Stock Indices

More information

A general equilibrium analysis of low nominal interest rates under banks balance sheet constraint

A general equilibrium analysis of low nominal interest rates under banks balance sheet constraint A general equilibriu analysis of low noinal interest rates under banks balance sheet constraint Septeber 7, 08 Abstract This paper provides a fraework to exaine general-equilibriu behavior of extreely

More information

The Early Retirement Burden: Assessing the Costs of the Continued Prevalence of Early Retirement in OECD Countries

The Early Retirement Burden: Assessing the Costs of the Continued Prevalence of Early Retirement in OECD Countries DISCUSSION PAPER SERIES IZA DP No. 816 The Early Retireent Burden: Assessing the Costs of the Continued Prevalence of Early Retireent in OECD Countries Tryggvi Thor Herbertsson J. Michael Orszag July 2003

More information

A Description of Swedish Producer and Import Price Indices PPI, EXPI and IMPI

A Description of Swedish Producer and Import Price Indices PPI, EXPI and IMPI STATSTCS SWEDE Rev. 2010-12-20 1(10) A Description of Swedish roducer and port rice ndices, EX and M The rice indices in roducer and port stages () ai to show the average change in prices in producer and

More information

Realized Variance and IID Market Microstructure Noise

Realized Variance and IID Market Microstructure Noise Realized Variance and IID Market Microstructure Noise Peter R. Hansen a, Asger Lunde b a Brown University, Departent of Econoics, Box B,Providence, RI 02912, USA b Aarhus School of Business, Departent

More information

CREDIT AND TRAINING PROVISION TO THE POOR BY VERTICALLY CONNECTED NGO S AND COMMERCIAL BANKS

CREDIT AND TRAINING PROVISION TO THE POOR BY VERTICALLY CONNECTED NGO S AND COMMERCIAL BANKS CREDIT AND TRAINING PROVISION TO THE POOR BY VERTICALLY CONNECTED NGO S AND COMMERCIAL BANKS Gherardo Gino Giuseppe Girardi Econoics, Finance and International Business London Metropolitan University g.girardi@londoneac.uk

More information

Capital mobility in a second best world - moral hazard with costly financial intermediation*

Capital mobility in a second best world - moral hazard with costly financial intermediation* Forthcoing, REVIEW OF INTERNATIONAL ECONOMCS Capital obility in a second best world - oral hazard with costly financial interediation* Joshua Aizenan RRH: CAPITAL MOBILITY IN A SECOND BEST WORLD LRH: Joshua

More information

- -Real growth of exports to ernerglng markets (3 yr mov avg)

- -Real growth of exports to ernerglng markets (3 yr mov avg) Fro flywheel to fanbelt: the growing iportance of eerging arkets Eerging arkets are no longer acting as the flywheel on industrialized country growth. They are playing an increasingly powerful role in

More information

Garrison Schlauch - CLAS. This handout covers every type of utility function you will see in Econ 10A.

Garrison Schlauch - CLAS. This handout covers every type of utility function you will see in Econ 10A. This handout covers every type of utility function you will see in Econ 0A. Budget Constraint Unfortunately, we don t have unliited oney, and things cost oney. To siplify our analysis of constrained utility

More information

m-string Prediction

m-string Prediction Figure 1. An =3 strategy. -string Prediction 000 0 001 1 010 1 011 0 100 0 101 1 110 0 111 1 10 Figure 2: N=101 s=1 9 8 7 6 σ 5 4 3 2 1 0 0 2 4 6 8 10 12 14 16 42 Figure 3: N=101 s=2 15 10 σ 5 0 0 2 4

More information

Migration and intergroup conflict

Migration and intergroup conflict Econoics Letters 69 (000) 37 33 www.elsevier.co/ locate/ econbase Migration and intergroup conflict Kjell Hausken* University of tavanger, chool of Econoics, Culture and ocial ciences, P.O. Box 557, Ullandhaug,

More information

Weak and Semi-strong Form Stock Return Predictability Revisited

Weak and Semi-strong Form Stock Return Predictability Revisited Weak and Sei-strong For Stock Return Predictability Revisited WAYNE E. FERSON ANDREA HEUSON TIE SU Boston College 140 Coonwealth Avenue, Chestnut Hill, MA. 02467 University of Miai 5250 University Drive,

More information

DO STOCK MARKETS HAVE ANY IMPACT ON REAL ECONOMIC ACTIVITY?

DO STOCK MARKETS HAVE ANY IMPACT ON REAL ECONOMIC ACTIVITY? ACTA UNIVERSITATIS AGRICULTURAE ET SILVICULTURAE MENDELIANAE BRUNENSIS Volue 64 32 Nuber 1, 2016 http://dx.doi.org/10.11118/actaun201664010283 DO STOCK MARKETS HAVE ANY IMPACT ON REAL ECONOMIC ACTIVITY?

More information

Privatisation of water supply for efficient service delivery in Nigeria

Privatisation of water supply for efficient service delivery in Nigeria Privatisation of water supply for efficient service delivery in Nigeria J. A. Adelegan Departent of Civil Engineering, University of Ibadan, Ibadan, Oyo State, Nigeria. Abstract Over the years Governent

More information

1. PAY $1: GET $2 N IF 1ST HEADS COMES UP ON NTH TOSS

1. PAY $1: GET $2 N IF 1ST HEADS COMES UP ON NTH TOSS APPLIED ECONOICS FOR ANAGERS SESSION I. REVIEW: EXTERNALITIES AND PUBLIC GOODS A. PROBLE IS ABSENCE OF PROPERTY RIGHTS B. REINTRODUCTION OF ARKET/PRICE ECHANIS C. PUBLIC GOODS AND TAXATION II. INFORATION

More information