Growth Empirics in Panel Data Under Model Uncertainty and Weak Exogeneity

This paper considers panel growth regressions in the presence of model uncertainty and reverse causality concerns. For this purpose, my econometric framework combines Bayesian Model Averaging with a suitable likelihood function for dynamic panel models with weakly exogenous regressors and fixed effects. An application of this econometric methodology to a panel of countries over the 1960-2000 period indicates that there is no robust determinant of economic growth and that the rate of conditional convergence is indistinguishable from zero.

[1]  L. Wasserman,et al.  A Reference Bayesian Test for Nested Hypotheses and its Relationship to the Schwarz Criterion , 1995 .

[2]  Alin T Mirestean,et al.  Growth Determinants Revisited , 2009 .

[3]  Galo Nuño,et al.  Bank Leverage Cycles , 2012, SSRN Electronic Journal.

[4]  M. Nieto,et al.  The Safety and Soundness Effects of Bank M&As in the EU: Does Prudential Regulation Have Any Impact? , 2012 .

[5]  P. Romer Endogenous Technological Change , 1989, Journal of Political Economy.

[6]  M. Valderrama,et al.  Heterogeneity and Cross-Country Spillovers in Macroeconomic-Financial Linkages , 2012, SSRN Electronic Journal.

[7]  Javier J. Pérez,et al.  Fiscal Forecast Errors: Governments vs Independent Agencies? , 2012 .

[8]  David Cass,et al.  Optimum Growth in an Aggregative Model of Capital Accumulation , 1965 .

[9]  Gabor Pula,et al.  Is China Climbing Up the Quality Ladder? , 2012 .

[10]  Robert J. Barro,et al.  Losers and Winners in Economic Growth , 1993 .

[11]  Anton A. Nakov,et al.  Learning from Experience in the Stock Market , 2011, SSRN Electronic Journal.

[12]  A. Raftery Bayesian Model Selection in Social Research , 1995 .

[13]  Charalambos G Tsangarides,et al.  A Bayesian Approach to Model Uncertainty , 2004, SSRN Electronic Journal.

[14]  R. Blundell,et al.  Initial Conditions and Moment Restrictions in Dynamic Panel Data Models , 1998 .

[15]  J. Benhabib,et al.  The Role of Financial Development in Growth and Investment , 2000 .

[16]  Francisco Alvarez-Cuadrado,et al.  Envy and Habits: Panel Data Estimates of Interdependent Preferences , 2012 .

[17]  堀 勝彦,et al.  Determinants of economic growth , 2009 .

[18]  T. Swan,et al.  ECONOMIC GROWTH and CAPITAL ACCUMULATION , 1956 .

[19]  D. Romer,et al.  Does Trade Cause Growth , 1999 .

[20]  M. Nieto,et al.  Cross-Border Coordination of Prudential Supervision and Deposit Guarantees , 2008, SSRN Electronic Journal.

[21]  V. Salas-Fumás,et al.  Do Dynamic Provisions Reduce Income Smoothing Using Loan Loss Provisions? , 2011 .

[22]  Anton A. Nakov,et al.  Optimal Monetary Policy with State-Dependent Pricing , 2010, SSRN Electronic Journal.

[23]  M. Steel,et al.  Model uncertainty in cross-country growth regressions , 2001 .

[24]  D. J. Pedregal,et al.  Monitoring Sub-Central Government Spending in Spain , 2011 .

[25]  C. Montes Regulatory bias in the price structure of local telephone service , 2013 .

[26]  G. Corsetti,et al.  The International Risk-Sharing Puzzle is at Business Cycle and Lower Frequency , 2011 .

[27]  Marek Jarocinski,et al.  Determinants of Economic Growth : Will Data Tell ? † , 2008 .

[28]  Roberto Blanco,et al.  Determinants of Default Ratios in the Segment of Loans to Households in Spain , 2012 .

[29]  J. Sargan THE ESTIMATION OF ECONOMIC RELATIONSHIPS USING INSTRUMENTAL VARIABLES , 1958 .

[30]  Peter Schmidt,et al.  Efficient estimation of models for dynamic panel data , 1995 .

[31]  J. Temple Growth Econometrics , 2001, Oxford Research Encyclopedia of Economics and Finance.

[32]  Chris Papageorgiou,et al.  Rough and lonely road to prosperity: a reexamination of the sources of growth in Africa using Bayesian model averaging , 2008 .

[33]  Henrique S. Basso,et al.  Liquidity, Term Spreads and Monetary Policy , 2012 .

[34]  Pedro Del Rio Lopez,et al.  Boom-Bust Cycles, Imbalances and Discipline in Europe , 2012 .

[35]  W. Easterly How much do distortions affect growth , 1993 .

[36]  Gabriel Pérez-Quirós,et al.  Extracting Non-Linear Signals from Several Economic Indicators , 2012 .

[37]  Julio Cáceres-Delpiano Is There a Cost Associated with an Increase in Family Size Beyond Child Investment? Evidence from Developing Countries , 2011 .

[38]  J. Jimeno,et al.  Accounting for Changes in the Spanish Wage Distribution: The Role of Employment Composition Effects , 2011 .

[39]  R. Agarwala Price Distortions and Growth in Developing Countries , 1984 .

[40]  Enrique Moral-Benito,et al.  Likelihood-Based Estimation of Dynamic Panels With Predetermined Regressors , 2013 .

[41]  T. W. Anderson,et al.  Estimation of the Parameters of a Single Equation in a Complete System of Stochastic Equations , 1949 .

[42]  Enrique Moral-Benito,et al.  Model Averaging in Economics , 2011 .

[43]  B. Hansen Least Squares Model Averaging , 2007 .

[44]  Andros Kourtellos,et al.  Is God in the Details? A Reexamination of the Role of Religion in Economic Growth , 2011 .

[45]  Anke Hoeffler,et al.  GMM Estimation of Empirical Growth Models , 2001 .

[46]  T. Eicher,et al.  Unraveling the Fortunates of the Fortunate: An Iterative Bayesian Model Averaging (IBMA) Approach , 2007 .

[47]  J. Berger Statistical Decision Theory and Bayesian Analysis , 1988 .

[48]  R. Lucas On the Mechanics of Economic Development , 1988 .

[49]  Matteo Luciani,et al.  A model for vast panels of volatilities , 2012 .

[50]  D. Weil,et al.  A Contribution to the Empirics of Economic Growth Author ( s ) : , 2008 .

[51]  W. Brock,et al.  Growth empirics and reality , 2001 .

[52]  J. Peydró,et al.  Local Versus Aggregate Lending Channels: The Effects of Securitization on Corporate Credit Supply in Spain , 2010 .

[53]  Enrique Moral-Benito,et al.  Income and Democracy: Revisiting the Evidence , 2011 .

[54]  Stéphane Bonhomme,et al.  The Cycle of Earnings Inequality: Evidence from Spanish Social Security Data , 2012, SSRN Electronic Journal.

[55]  Carmen Broto The Effectiveness of Forex Interventions in Four Latin American Countries , 2012 .

[56]  Paul M. Romer,et al.  Growth Based on Increasing Returns Due to Specialization , 1987 .

[57]  J. Sachs,et al.  The economic burden of malaria. , 2001, The American journal of tropical medicine and hygiene.

[58]  G. Corsetti,et al.  Traded and Nontraded Goods Prices, and International Risk Sharing: An Empirical Investigation , 2011, NBER International Seminar on Macroeconomics.

[59]  I. Hernando,et al.  The recent slowdown in bank lending in Spain: are supply-side factors relevant? , 2014 .

[60]  R. Barro,et al.  International Data on Educational Attainment Updates and Implications , 2000 .

[61]  Maximo Camacho,et al.  Markov-Switching Dynamic Factor Models in Real Time , 2012, International Journal of Forecasting.

[62]  Gary Koop,et al.  Bayesian Model Averaging in the Instrumental Variable Regression Model , 2012 .

[63]  R. Levine,et al.  A Sensitivity Analysis of Cross-Country Growth Regressions , 1991 .

[64]  M. Arellano,et al.  Symmetrically Normalized Instrumental-Variable Estimation Using Panel Data , 1999 .

[65]  Daniel Garrote,et al.  The effects of fiscal shocks on the exchange rate in the EMU and differences with the USA , 2012, Empirical Economics.

[66]  J. Costain,et al.  The role of fiscal delegation in a monetary union: a survey of the political economy issues , 2012 .

[67]  R. Solow A Contribution to the Theory of Economic Growth , 1956 .

[68]  Enrique Moral-Benito,et al.  Determinants of Economic Growth: A Bayesian Panel Data Approach , 2009, Review of Economics and Statistics.

[69]  X. Sala-i-Martin,et al.  Determinants of Long-Term Growth: A Bayesian Averaging of Classical Estimates (Bace) Approach , 2000 .

[70]  Eduardo Ley,et al.  On the Effect of Prior Assumptions in Bayesian Model Averaging With Applications to Growth Regression , 2007 .

[71]  Gabriel Pérez-Quirós,et al.  The Failure to Predict the Great Recession. The Failure of Academic Economics? A View Focusing on the Role of Credit , 2012 .

[72]  Alessio Moro,et al.  Does TFP Drive Housing Prices? A Growth Accounting Exercise for Four Countries , 2011 .

[73]  Jan R. Magnus,et al.  A comparison of two model averaging techniques with an application to growth empirics , 2010 .

[74]  A. Maravall,et al.  Applying and Interpreting Model - Based Seasonal Adjustment. The Euro - Area Industrial Production Series , 2011 .

[75]  Anton A. Nakov,et al.  A General Equilibrium Model of the Oil Market , 2011 .

[76]  Maximo Camacho,et al.  Short-Run Forecasting of the Euro-Dollar Exchange Rate with Economic Fundamentals , 2012 .

[77]  Chih Ming Tan,et al.  Are Any Growth Theories Robust? , 2007 .

[78]  Gabriel Pérez-Quirós,et al.  Can We Use Seasonally Adjusted Indicators in Dynamic Factor Models? , 2012 .

[79]  P. Aghion,et al.  Handbook of Economic Growth , 2005 .

[80]  J. Costain,et al.  Smoothing Shocks and Balancing Budgets in a Currency Union , 2012 .

[81]  M. Nieto,et al.  The Safety and Soundness Effects of Bank M&As in the EU: Does Prudential Regulation Have Any Impact? , 2012 .

[82]  Romain Wacziarg,et al.  How democracy affects growth , 2001 .

[83]  A. Raftery,et al.  Default Priors and Predictive Performance in Bayesian Model Averaging, with Application to Growth Determinants , 2007 .

[84]  M. Arellano,et al.  Another look at the instrumental variable estimation of error-components models , 1995 .

[85]  Alfredo Martín-Oliver,et al.  Effects of Equity Capital on the Interest Rate and the Demand for Credit: Empirical Evidence from Spanish Banks , 2012 .

[86]  Robert J. Barro,et al.  Democracy and growth , 1996 .

[87]  M. Matilla-García,et al.  Net Energy Analysis in a Ramsey-Hotelling Growth Model , 2012 .

[88]  N. Hjort,et al.  The Focused Information Criterion , 2003 .

[89]  Francesco Caselli,et al.  Reopening the convergence debate: A new look at cross-country growth empirics , 1996 .

[90]  Aitor Lacuesta,et al.  The schooling response to a sustained increase in low-skill wages: evidence from Spain 1989–2009 , 2012, SERIEs.

[92]  L. Summers,et al.  Equipment Investment and Economic Growth , 1990 .

[93]  Anton A. Nakov,et al.  Precautionary Price Stickiness , 2011, SSRN Electronic Journal.

[94]  Galo Nuño,et al.  Money Dynamics with Multiple Banks of Issue: Evidence from Spain 1856-1874 , 2011 .

[95]  T. C. Edens,et al.  Economic Growth , 1957, The Journal of Economic History.

[96]  M. Arellano,et al.  The Time Series and Cross-Section Asymptotics of Dynamic Panel Data Estimators , 2003 .

[97]  F. Ramsey,et al.  THE MATHEMATICAL THEORY OF SAVING , 1928 .

[98]  Adrian E Raftery,et al.  Two-Stage Bayesian Model Averaging in Endogenous Variable Models , 2012, Econometric reviews.

[99]  Maximo Camacho,et al.  Finite Sample Performance of Small Versus Large Scale Dynamic Factor Models , 2012 .

[100]  J. Jimeno,et al.  Collective Bargaining, Firm Heterogeneity and Unemployment , 2011 .