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IZA Discussion Papers

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The IZA Discussion Paper Series (ISSN: 2365-9793) disseminates high-quality research by IZA network members to the scientific community and the interested public worldwide before they are later published in academic journals. Comprising over 13,000 papers, IZA's publication flagship is the most influential working paper series in labor economics. 

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183 IZA Discussion Papers
IZA Discussion Paper No. 6637
Survey of Models on Demand, Customer Base-Line and Demand Response and Their Relationships in the Power Market
Almas Heshmati
published in: Journal of Economics Surveys, 2014, 28(5), 862-888.
IZA Discussion Paper No. 6618
Counterfactual Analysis in Macroeconometrics: An Empirical Investigation into the Effects of Quantitative Easing
M. Hashem Pesaran, Ron P. Smith
IZA Discussion Paper No. 6545
E-Lections: Voting Behavior and the Internet
Oliver Falck, Robert Gold, Stephan Heblich
published in: American Economic Review, 2014, 104 (7), 2238-2265
IZA Discussion Paper No. 6502
The Productivity Advantages of Large Cities: Distinguishing Agglomeration from Firm Selection
Pierre-Philippe Combes, Gilles Duranton, Laurent Gobillon, Diego Puga, Sébastien Roux
published in: Econometrica, 2012, 80 (6), 2543-2594
IZA Discussion Paper No. 6468
An Empirical Growth Model for Major Oil Exporters
Hadi Salehi Esfahani, Kamiar Mohaddes, M. Hashem Pesaran
IZA Discussion Paper No. 6364
Misspecification Testing in a Class of Conditional Distributional Models
Christoph Rothe, Dominik Wied
published in: Journal of the American Statistical Association, 2013, 108 (501), 314-324
IZA Discussion Paper No. 6059
Five Issues in the Design of Income Support Mechanisms: The Case of Italy
Ugo Colombino
IZA Discussion Paper No. 5821
A Flexible Test for Present Bias and Time Preferences Using Land-Lease Contracts
Pieter A. Gautier, Aico van Vuuren
IZA Discussion Paper No. 5820
Labor Supply Elasticities in Europe and the US
Olivier Bargain, Kristian Orsini, Andreas Peichl
revised version available as IZA Discussion Paper No. 6735; published in: Journal of Human Resources, 2014, 49(3), 723-838
IZA Discussion Paper No. 5737
Economies of Scale in the Tunisian Industries
Almas Heshmati, Ilham Haouas
published in: International Journal of Economics and Finance, 2013, 5(1), 48-64.
IZA Discussion Paper No. 5640
How Prediction Markets Can Save Event Studies
Erik Snowberg, Justin Wolfers, Eric Zitzewitz
Published in: Leighton Vaughn Williams (ed), Prediction Markets, Routledge, 2011.
IZA Discussion Paper No. 5434
Turning 18: What a Difference Application of Adult Criminal Law Makes
Horst Entorf
published as 'Expected Recidivism among Young Offenders: Comparing Specific Deterrence under Juvenile and Adult Criminal Law' in: European Journal of Political Economy, 2012, 28 (4), 414-429
IZA Discussion Paper No. 5376
Macroeconomic Impact of Remittances on Output Growth: Evidence from Turkey
Aysit Tansel, Pınar Yaşar
published in: Migration Letters, 2010, 7 (2), 132-143
IZA Discussion Paper No. 5287
The Choice Between Fixed and Random Effects Models: Some Considerations for Educational Research
Paul Clarke, Claire Crawford, Fiona Steele, Anna Vignoles
IZA Discussion Paper No. 5262
Equilibrium Policy Simulations with Random Utility Models of Labour Supply
Ugo Colombino
IZA Discussion Paper No. 5208
Spatial Decentralization and Program Evaluation: Theory and an Example from Indonesia
Mark M. Pitt, Nidhiya Menon
IZA Discussion Paper No. 5140
The Elephant in the Corner: A Cautionary Tale about Measurement Error in Treatment Effects Models
Daniel L. Millimet
published in: Advances in Econometrics: Missing-Data Methods, 2011, 27 A, 1-39
IZA Discussion Paper No. 4829
The Effect of Job Flexibility on Female Labor Market Outcomes: Estimates from a Search and Bargaining Model
Luca Flabbi, Andrea Moro
published in: Journal of Econometrics, 2012, 168 (1), 81–95
IZA Discussion Paper No. 4644
In-Work Transfers in Good Times and Bad: Simulations for Ireland
Olivier Bargain, Karina Doorley
published in: Solomon W. Polachek, Konstantinos Tatsiramos (eds.), 2011, Research in Labor Economics (Research in Labor Economics, Volume 33), Emerald Group Publishing Limited, 307-339
IZA Discussion Paper No. 4537
Oil Exports and the Iranian Economy
Hadi Salehi Esfahani, Kamiar Mohaddes, M. Hashem Pesaran
IZA Discussion Paper No. 4385
Do Non-Economic Quality of Life Factors Drive Immigration?
Joshua J. Lewer, Gail Pacheco, Stephanié Rossouw
published in: Social Indicators Research, 2013, 110 (1), 1-15
IZA Discussion Paper No. 4369
Health Inequality over the Life-Cycle
Timothy J. Halliday
published in: BE Journal of Economic Analysis and Policy, 2011, 11(3), Article 5
IZA Discussion Paper No. 4304
A Note on Adapting Propensity Score Matching and Selection Models to Choice Based Samples
James J. Heckman, Petra E. Todd
published in: Econometric Journal, 2009, 12 (Supplement), S230-S234
IZA Discussion Paper No. 4035
Forecasting Errors: Yet More Problems for Identification?
Bruno Contini
IZA Discussion Paper No. 3998
New Evidence on the Finite Sample Properties of Propensity Score Matching and Reweighting Estimators
Matias Busso, John DiNardo, Justin McCrary
IZA Discussion Paper No. 3832
Do Temporary Contracts Affect TFP? Evidence from Spanish Manufacturing Firms
Juan J. Dolado, Rodolfo Stucchi
published in: SERIEs Journal of the Spanish Economic Association, 2016, 7, 421-459.
IZA Discussion Paper No. 3800
Alternative Approaches to Evaluation in Empirical Microeconomics
Richard Blundell, Monica Costa Dias
published in: Journal of Human Resources, 2009, 44 (3), 565-640
IZA Discussion Paper No. 3739
Testing Mundell's Intuition of Endogenous OCA Theory
Thierry Warin, Phanindra V. Wunnava, Hubert P. Janicki
published in: Review of International Economics, 2009, 17 (1), 74-89
IZA Discussion Paper No. 3733
The Changing Intra-Household Resource Allocation in Russia
Guy Lacroix, Natalia Radtchenko
published in: Journal of Population Economics, 2011, 24(1), 85-106
IZA Discussion Paper No. 3640
Recent Developments in the Econometrics of Program Evaluation
Guido W. Imbens, Jeffrey M. Wooldridge
published in: Journal of Economic Literature, 2009, 47(1), 1-81
IZA Discussion Paper No. 3632
Minimizing Bias in Selection on Observables Estimators When Unconfoundness Fails
Daniel L. Millimet, Rusty Tchernis
published as 'Estimation of Treatment Effects Without an Exclusion Restriction: with an Application to the Analysis of the School Breakfast Program' in: Journal of Applied Econometrics, 2013, 28 (6), 982-1017
IZA Discussion Paper No. 3589
Estimating the Causal Effect of Gun Prevalence on Homicide Rates: A Local Average Treatment Effect Approach
Tomislav Kovandzic, Mark E Schaffer, Gary Kleck
revised version published in: Journal of Quantitative Criminology, 2013, 29(4), 477-541
IZA Discussion Paper No. 3463
Heterogeneity, State Dependence and Health
Timothy J. Halliday
published in: Econometrics Journal, 2008, 11(3), 499-516
IZA Discussion Paper No. 3418
Meta-Analysis of Empirical Evidence on the Labour Market Impacts of Immigration
Simonetta Longhi, Peter Nijkamp, Jacques Poot
published in: Région et Développement, 2008, 27(1), 161-191
IZA Discussion Paper No. 3206
Infinite Dimensional VARs and Factor Models
Alexander Chudik, M. Hashem Pesaran
published in: Journal of Econometrics, 2011, 163 (1), 4-22
IZA Discussion Paper No. 3071
Assessing Forecast Uncertainties in a VECX Model for Switzerland: An Exercise in Forecast Combination across Models and Observation Windows
Katrin Assenmacher-Wesche, M. Hashem Pesaran
published in: National Institute Economic Review, 2008, 203 (1), 91–108
IZA Discussion Paper No. 3039
Simplified Implementation of the Heckman Estimator of the Dynamic Probit Model and a Comparison with Alternative Estimators
Wiji Arulampalam, Mark Stewart
completely revised published in: Oxford Bulletin of Economics and Statistics, 2009, 71 (5), 659-681
IZA Discussion Paper No. 2971
Duration Models and Point Processes
Jean-Pierre Florens, Denis Fougère, Michel Mouchart
published in: Patrick Sevestre and Lazlo Matyas (eds.), The Econometrics of Panel Data: Handbook of Theory and Applications, 3rd edition, Springer, 2008, 547-601
IZA Discussion Paper No. 2906
Modelling Volatilities and Conditional Correlations in Futures Markets with a Multivariate t Distribution
Bahram Pesaran, M. Hashem Pesaran
IZA Discussion Paper No. 2793
Lumpy Price Adjustments: A Microeconometric Analysis
Emmanuel Dhyne, Catherine Fuss, M. Hashem Pesaran, Patrick Sevestre
IZA Discussion Paper No. 2760
Replication in Economics
Daniel S. Hamermesh
published in: Canadian Journal of Economics, 2007, 40 (3), 715-733
IZA Discussion Paper No. 2712
A Note on Allen-Uzawa Partial Elasticities of Substitution: The Case of the Translog Cost Function
Atanas Christev, Allen Featherstone
revised version published in: Applied Economics Letters, 2009, 16 (11), 1165 - 1169
IZA Discussion Paper No. 2653
Resources and Standards in Urban Schools
Stephen Machin, Sandra McNally, Costas Meghir
published in: Journal of Human Capital, 2010, 4 (4), 365-393
IZA Discussion Paper No. 2585
An Economic Analysis of Exclusion Restrictions for Instrumental Variable Estimation
Gerard J. van den Berg
IZA Discussion Paper No. 2577
‘Marginal Employment’ and the Demand for Heterogenous Labour: Empirical Evidence from a Multi-Factor Labour Demand Model for Germany
Ronny Freier, Viktor Steiner
IZA Discussion Paper No. 2458
Econometrics: A Bird's Eye View
John F. Geweke, Joel L. Horowitz, M. Hashem Pesaran
published in: Steven N. Durlauf and Lawrence E. Blume (eds.), The New Palgrave Dictionary of Economics, Second Edition, Palgrave MacMillan: 2008, 609-642
IZA Discussion Paper No. 2347
Moving the Goalposts: Addressing Limited Overlap in Estimation of Average Treatment Effects by Changing the Estimand
Richard K. Crump, V. Joseph Hotz, Guido W. Imbens, Oscar A. Mitnik
shorter version published as "Dealing with Limited Overlap in Estimation of Average Treatment Effects" in: Biometrika, 2009, 96 (1), 187-199
IZA Discussion Paper No. 2279
Smoking Habits: Like Father, Like Son, Like Mother, Like Daughter
Maria L. Loureiro, Anna Sanz-de-Galdeano, Daniela Vuri
published in: Oxford Bulletin of Economics and Statistics, 2010, 72 (6), 717-743
IZA Discussion Paper No. 2196
Testing Dependence among Serially Correlated Multi-Category Variables
M. Hashem Pesaran, Allan Timmermann
published in: Journal of the American Statistical Association, 2009, 104 (485), 325-337
IZA Discussion Paper No. 2112
Calculation of Multivariate Normal Probabilities by Simulation, with Applications to Maximum Simulated Likelihood Estimation
Lorenzo Cappellari, Stephen P. Jenkins
published in: Stata Journal, 2006, 6 (2), 156-189
IZA Discussion Paper No. 2091
Nonparametric Tests for Treatment Effect Heterogeneity
Richard K. Crump, V. Joseph Hotz, Guido W. Imbens, Oscar A. Mitnik
published in: Review of Economics and Statistics, 2008, 90 (3), 389-405
IZA Discussion Paper No. 2049
International Migration with Heterogeneous Agents: Theory and Evidence
Herbert Brücker, Philipp J. H. Schröder
published in: World Economy , 2012, 35 (2), 152-182.
IZA Discussion Paper No. 2033
'Making Work Pay' in a Rationed Labour Market
Olivier Bargain, Marco Caliendo, Peter Haan, Kristian Orsini
published in: Journal of Population Economics, 2010, 21 (1), 323-351
IZA Discussion Paper No. 2031
Variance Estimation in a Random Coefficients Model
Ekkehart Schlicht, Johannes Ludsteck
IZA Discussion Paper No. 2025
Beans for Breakfast? How Exportable Is the British Workfare Model?
Olivier Bargain, Kristian Orsini
revised version published in: Research in Labor Economics, 2006, 25, 165-198
IZA Discussion Paper No. 1997
Tenure Profiles and Efficient Separation in a Stochastic Productivity Model
Sebastian Buhai, Coen Teulings
IZA Discussion Paper No. 1991
Prediction Markets in Theory and Practice
Justin Wolfers, Eric Zitzewitz
published in: Larry Blume and Steven Durlauf (eds), The New Palgrave Dictionary of Economics, 2nd ed (London: Palgrave), 2007
IZA Discussion Paper No. 1986
Evaluating Alternative Representations of the Choice Sets in Models of Labour Supply
Rolf Aaberge, Ugo Colombino, Tom Wennemo
revised version published in: Journal of Economic Surveys, 2009, 23 (3), 586-612
IZA Discussion Paper No. 1873
Sensitivity of Propensity Score Methods to the Specifications
Zhong Zhao
revised version published in: Economics Letters, 2008, 98 (3), 309-319 [Details & Download]
IZA Discussion Paper No. 1850
Econometrics of Individual Labor Market Transitions
Denis Fougère, Thierry Kamionka
published in: Patrick Sevestre and Lazlo Matyas (eds.), The Econometrics of Panel Data: Handbook of Theory and Applications, 3rd ed., Springer, 2008, 865-905
IZA Discussion Paper No. 1773
Improving the Modeling of Couples' Labour Supply
Robert Breunig, Deborah A. Cobb-Clark, Xiaodong Gong
published in: Economic Record, 2008, 84(267), 466-485
IZA Discussion Paper No. 1764
Gender Discrimination Estimation in a Search Model with Matching and Bargaining
Luca Flabbi
published in: International Economic Review, 2010, 51(3), 745-783
IZA Discussion Paper No. 1710
On the Estimation and Forecasting of International Migration: How Relevant Is Heterogeneity Across Countries?
Herbert Brücker, Boriss Siliverstovs
published in: Empirical Economics, 2006, 31(3), 735-754
IZA Discussion Paper No. 1480
Cooperative Models in Action: Simulation of a Nash-Bargaining Model of Household Labor Supply with Taxation
Olivier Bargain, Nicolas Moreau
published as 'The Impact of Tax-Benefit Reforms on Labor Supply in a Simulated Nash-bargaining Framework' in: Journal of Family and Economic Issues, 2013, 34(1), 77-86
IZA Discussion Paper No. 1455
On Modeling Household Labor Supply with Taxation
Olivier Bargain
IZA Discussion Paper No. 1445
In-Work Policies in Europe: Killing Two Birds with One Stone?
Olivier Bargain, Kristian Orsini
revised version published in: Labour Economics, 2006, 13 (6), 667-693
IZA Discussion Paper No. 1364
Labor Market Institutions and the Employment-Productivity Trade-Off: A Wage Posting Approach
Arnaud Chéron, Jean-Olivier Hairault, François Langot
published as "A quantitative evaluation of payroll tax subsidies for low-wage workers: An equilibrium search approach" in: Journal of Public Economics, 2008, 92(3-4), 817-843
IZA Discussion Paper No. 1196
Forecasting Time Series Subject to Multiple Structural Breaks
M. Hashem Pesaran, Davide Pettenuzzo, Allan Timmermann
published in Review of Economic Studies, 2006, 73 (4), 1057-1084
IZA Discussion Paper No. 1168
Unemployment in the OECD: Models and Mysteries
Pramod N. (Raja) Junankar, Jakob B. Madsen
IZA Discussion Paper No. 1108
Real Time Econometrics
M. Hashem Pesaran, Allan Timmermann
published in: Econometric Theory, 2005, 21 (1), 212-231
IZA Discussion Paper No. 949
Minimum Wage Effects on Labor Market Outcomes under Search with Bargaining
Christopher Flinn
IZA Discussion Paper No. 930
Individual Mortality and Macro-Economic Conditions from Birth to Death
Maarten Lindeboom, France Portrait, Gerard J. van den Berg
published as: 'Economic Conditions Early in Life and Individual Mortality' in: American Economic Review, 2006, 96 (1), 290-302
IZA Discussion Paper No. 814
Measuring Labor Market Frictions: A Cross-Country Comparison
Geert Ridder, Gerard J. van den Berg
published in: Journal of the European Economic Association, 2003, 1 (1), 224-244
IZA Discussion Paper No. 805
The Effect of Search Frictions on Wages
Gerard J. van den Berg, Aico van Vuuren
published in: Labour Economics, 2010, 17 (6), 875-885
IZA Discussion Paper No. 778
Employer Learning and Schooling-Related Statistical Discrimination in Britain
Fernando Galindo-Rueda
IZA Discussion Paper No. 487
Identifying the Common Component of International Economic Fluctuations: A New Approach
Robin L. Lumsdaine, Eswar Prasad
published in: Economic Journal, 2003, 113 (484), 101-127
IZA Discussion Paper No. 398
An Econometric Analysis of the Mental-Health Effects of Major Events in the Life of Elderly Individuals
Maarten Lindeboom, France Portrait, Gerard J. van den Berg
published in: Health Economics, 2002, 11 (6), 505-520
IZA Discussion Paper No. 364
Examining the Impact of Macro-Economic Conditions on Income Inequality
Markus Jäntti, Stephen P. Jenkins
published in: Journal of Economic Inequality, 2010, 8(2), 221–240
IZA Discussion Paper No. 223
Wages, Training and Job Turnover in a Search-Matching Model
Michael Rosholm, Michael Svarer
revised version published as 'Endogenous wage dispersion in a search-matching model ' in: Labour Economics, 2004, 11 (5), 623-645
IZA Discussion Paper No. 211
A Structural Labour Supply Model with Nonparametric Preferences
Arthur van Soest, Marcel Das, Xiaodong Gong
published in: Journal of Econometrics, 2002, 107 (1-2), 345-374
IZA Discussion Paper No. 193
The Determination of Wages and the Gender Wage Gap: A Survey
Astrid Kunze
substantially revised version published as 'Gender wage gap studies: Consistency and decomposition' in: Empirical Economics, 2008, 35 (1), 63-76
IZA Discussion Paper No. 109
Combining Micro and Macro Unemployment Duration Data
Gerard J. van den Berg, Bas van der Klaauw
published in: Journal of Econometrics, 2001, 102 (2), 271-309
IZA Discussion Paper No. 85
Gender and Racial Discrimination in Pay and Promotion for NHS Nurses
Stephen Pudney, Michael A. Shields
published in: Oxford Bulletin of Economics and Statistics, 2000, 62 (s1), 801-835
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