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Euler equation with habits and measurement errors: estimates on Russian micro data

Author

Listed:
  • Irina Khvostova

    (National Research University Higher School of Economics)

  • Alexander Larin

    (National Research University Higher School of Economics)

  • Anna Novak

    (National Research University Higher School of Economics)

Abstract

This paper presents estimates for the consumption Euler equation for Russia. The estimation is based on micro-level panel data and accounts for the preference heterogeneity, measurement errors, and the impact of macroeconomic shocks. The presence of multiplicative habits is checked with the LM-test in a GMM framework. We obtain estimates of the elasticity of intertemporal substitution and of the subjective discount factor, which are consistent with the theoretical model and can be used for calibration, as well as for a Bayesian estimation of DSGE models for the Russian economy. We also show that the effects of habit formation are not significant. The hypotheses on habits (external, internal, and both external and internal) are not supported by the data

Suggested Citation

  • Irina Khvostova & Alexander Larin & Anna Novak, 2014. "Euler equation with habits and measurement errors: estimates on Russian micro data," HSE Working papers WP BRP 52/EC/2014, National Research University Higher School of Economics.
  • Handle: RePEc:hig:wpaper:52/ec/2014
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    as
    1. Gali­, Jordi & Monacelli, Tommaso, 2008. "Optimal monetary and fiscal policy in a currency union," Journal of International Economics, Elsevier, vol. 76(1), pages 116-132, September.
    2. Hall, Robert E, 1978. "Stochastic Implications of the Life Cycle-Permanent Income Hypothesis: Theory and Evidence," Journal of Political Economy, University of Chicago Press, vol. 86(6), pages 971-987, December.
    3. McCallum, Bennett T. & Nelson, Edward, 1999. "Nominal income targeting in an open-economy optimizing model," Journal of Monetary Economics, Elsevier, vol. 43(3), pages 553-578, June.
    4. Abel, Andrew B, 1990. "Asset Prices under Habit Formation and Catching Up with the Joneses," American Economic Review, American Economic Association, vol. 80(2), pages 38-42, May.
    5. Kirill Sosunov & Oleg Zamulin, 2007. "Monetary Policy in an Economy Sick with Dutch Disease," Working Papers w0101, New Economic School (NES).
    6. Полбин Андрей Владимирович, 2013. "Построение Динамической Стохастической Модели Общего Равновесия Для Экономики С Высокой Зависимостью От Экспорта Нефти," Higher School of Economics Economic Journal Экономический журнал Высшей школы экономики, CyberLeninka;Федеральное государственное автономное образовательное учреждение высшего образования «Национальный исследовательский университет «Высшая школа экономики», vol. 17(2), pages 323-359.
    7. Hansen, Lars Peter & Singleton, Kenneth J, 1983. "Stochastic Consumption, Risk Aversion, and the Temporal Behavior of Asset Returns," Journal of Political Economy, University of Chicago Press, vol. 91(2), pages 249-265, April.
    8. Semko, Roman, 2011. "Bayesian estimation of small-scale DSGE model of the Ukrainian economy," MPRA Paper 35215, University Library of Munich, Germany.
    9. repec:bla:jfinan:v:59:y:2004:i:5:p:2211-2252 is not listed on IDEAS
    10. Amemiya, Yasuo, 1985. "Instrumental variable estimator for the nonlinear errors-in-variables model," Journal of Econometrics, Elsevier, vol. 28(3), pages 273-289, June.
    11. Amato, Jeffery D. & Laubach, Thomas, 2004. "Implications of habit formation for optimal monetary policy," Journal of Monetary Economics, Elsevier, vol. 51(2), pages 305-325, March.
    12. Milton Friedman, 1957. "Introduction to "A Theory of the Consumption Function"," NBER Chapters, in: A Theory of the Consumption Function, pages 1-6, National Bureau of Economic Research, Inc.
    13. Giancarlo Corsetti & Paolo Pesenti, 2001. "Welfare and Macroeconomic Interdependence," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 116(2), pages 421-445.
    14. Havranek, Tomas & Horvath, Roman & Irsova, Zuzana & Rusnak, Marek, 2015. "Cross-country heterogeneity in intertemporal substitution," Journal of International Economics, Elsevier, vol. 96(1), pages 100-118.
    15. Bagliano, Fabio C., 1994. "Do anticipated tax changes matter? Further evidence from the United Kingdom," Ricerche Economiche, Elsevier, vol. 48(2), pages 87-108, June.
    16. Attanasio, Orazio P & Weber, Guglielmo, 1995. "Is Consumption Growth Consistent with Intertemporal Optimization? Evidence from the Consumer Expenditure Survey," Journal of Political Economy, University of Chicago Press, vol. 103(6), pages 1121-1157, December.
    17. Frank Smets & Raf Wouters, 2005. "Comparing shocks and frictions in US and euro area business cycles: a Bayesian DSGE Approach," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 20(2), pages 161-183.
    18. Sule Alan & Martin Browning, 2003. "Estimating Intertemporal Allocation Parameters using Simulated Residual Estimation," CAM Working Papers 2003-03, University of Copenhagen. Department of Economics. Centre for Applied Microeconometrics.
    19. Frank Schorfheide, 2000. "Loss function-based evaluation of DSGE models," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 15(6), pages 645-670.
    20. Orazio P. Attanasio & Guglielmo Weber, 1993. "Consumption Growth, the Interest Rate and Aggregation," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 60(3), pages 631-649.
    21. John Y. Campbell & John Cochrane, 1999. "Force of Habit: A Consumption-Based Explanation of Aggregate Stock Market Behavior," Journal of Political Economy, University of Chicago Press, vol. 107(2), pages 205-251, April.
    22. Lawrence J. Christiano & Michele Boldrin & Jonas D. M. Fisher, 2001. "Habit Persistence, Asset Returns, and the Business Cycle," American Economic Review, American Economic Association, vol. 91(1), pages 149-166, March.
    23. repec:taf:jnlbes:v:30:y:2012:i:2:p:297-311 is not listed on IDEAS
    24. Gali, Jordi, 1994. "Keeping Up with the Joneses: Consumption Externalities, Portfolio Choice, and Asset Prices," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 26(1), pages 1-8, February.
    25. Sule Alan, 2012. "Do disaster expectations explain household portfolios?," Quantitative Economics, Econometric Society, vol. 3(1), pages 1-28, March.
    26. John Y. Campbell & N. Gregory Mankiw, 1989. "Consumption, Income, and Interest Rates: Reinterpreting the Time Series Evidence," NBER Chapters, in: NBER Macroeconomics Annual 1989, Volume 4, pages 185-246, National Bureau of Economic Research, Inc.
    27. Sule Alan & Orazio Attanasio & Martin Browning, 2009. "Estimating Euler equations with noisy data: two exact GMM estimators," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 24(2), pages 309-324, March.
    28. Hall, Robert E, 1988. "Intertemporal Substitution in Consumption," Journal of Political Economy, University of Chicago Press, vol. 96(2), pages 339-357, April.
    29. Obstfeld, Maurice & Rogoff, Kenneth, 1995. "Exchange Rate Dynamics Redux," Journal of Political Economy, University of Chicago Press, vol. 103(3), pages 624-660, June.
    30. Orazio P. Attanasio & Hamish Low, 2004. "Estimating Euler Equations," Review of Economic Dynamics, Elsevier for the Society for Economic Dynamics, vol. 7(2), pages 405-435, April.
    31. repec:fth:harver:1435 is not listed on IDEAS
    32. Carlos C. Bautista, 1999. "Test of the C-CAPM for the Philippines : 1981-1997," Philippine Review of Economics, University of the Philippines School of Economics and Philippine Economic Society, vol. 36(1), pages 22-32, June.
    33. Natalia, Khorunzhina & Wayne Roy, Gayle, 2011. "Heterogenous intertemporal elasticity of substitution and relative risk aversion: estimation of optimal consumption choice with habit formation and measurement errors," MPRA Paper 34329, University Library of Munich, Germany.
    34. Hall, Robert E & Mishkin, Frederic S, 1982. "The Sensitivity of Consumption to Transitory Income: Estimates from Panel Data on Households," Econometrica, Econometric Society, vol. 50(2), pages 461-481, March.
    35. Ali Dib & Caterina Mendicino & Yahong Zhang, 2008. "Price Level Targeting in a Small Open Economy with Financial Frictions: Welfare Analysis," Staff Working Papers 08-40, Bank of Canada.
    36. Constantinides, George M, 1990. "Habit Formation: A Resolution of the Equity Premium Puzzle," Journal of Political Economy, University of Chicago Press, vol. 98(3), pages 519-543, June.
    37. Olesya V. Grishchenko & Marco Rossi, 2011. "The Role of Heterogeneity in Asset Pricing: The Effect of a Clustering Approach," Journal of Business & Economic Statistics, Taylor & Francis Journals, vol. 30(2), pages 297-311, November.
    38. Morten Ravn & Stephanie Schmitt-Grohé & Martín Uribe, 2006. "Deep Habits," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 73(1), pages 195-218.
    39. Osano, Hiroshi & Inoue, Tohru, 1991. "Testing between Competing Models of Real Business Cycles," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 32(3), pages 669-688, August.
    40. Hong, Han & Tamer, Elie, 2003. "A simple estimator for nonlinear error in variable models," Journal of Econometrics, Elsevier, vol. 117(1), pages 1-19, November.
    41. Frank Smets & Rafael Wouters, 2007. "Shocks and Frictions in US Business Cycles: A Bayesian DSGE Approach," American Economic Review, American Economic Association, vol. 97(3), pages 586-606, June.
    42. Sundaresan, Suresh M, 1989. "Intertemporally Dependent Preferences and the Volatility of Consumption and Wealth," The Review of Financial Studies, Society for Financial Studies, vol. 2(1), pages 73-89.
    43. José E. Boscá & Antonio Cutanda & Javier Escribá, 2006. "Efficiency in the provision of public and private capital in 15 OECD countries," Investigaciones Economicas, Fundación SEPI, vol. 30(2), pages 207-237, May.
    44. Runkle, David E., 1991. "Liquidity constraints and the permanent-income hypothesis : Evidence from panel data," Journal of Monetary Economics, Elsevier, vol. 27(1), pages 73-98, February.
    45. Masakatsu Okubo, 2011. "The Intertemporal Elasticity of Substitution: An Analysis Based on Japanese Data," Economica, London School of Economics and Political Science, vol. 78(310), pages 367-390, April.
    46. Ratto, Marco & Roeger, Werner & Veld, Jan in 't, 2009. "QUEST III: An estimated open-economy DSGE model of the euro area with fiscal and monetary policy," Economic Modelling, Elsevier, vol. 26(1), pages 222-233, January.
    47. Harl E. Ryder & Geoffrey M. Heal, 1973. "Optimal Growth with Intertemporally Dependent Preferences," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 40(1), pages 1-31.
    48. Nieh, Chien-Chung & Ho, Tsung-wu, 2006. "Does the expansionary government spending crowd out the private consumption?: Cointegration analysis in panel data," The Quarterly Review of Economics and Finance, Elsevier, vol. 46(1), pages 133-148, February.
    49. Milton Friedman, 1957. "A Theory of the Consumption Function," NBER Books, National Bureau of Economic Research, Inc, number frie57-1.
    50. Larin, Alexander & Novak, Anna & Khvostova, Irina, 2013. "Consumption dynamics in Russia: Estimates on microdata," Applied Econometrics, Russian Presidential Academy of National Economy and Public Administration (RANEPA), vol. 32(4), pages 29-44.
    51. Deaton, Angus, 1992. "Understanding Consumption," OUP Catalogue, Oxford University Press, number 9780198288244.
    52. Semko Roman, 2013. "Optimal economic policy and oil prices shocks in Russia," EERC Working Paper Series 13/03e, EERC Research Network, Russia and CIS.
    53. Sule Alan & Martin Browning, 2010. "Estimating Intertemporal Allocation Parameters using Synthetic Residual Estimation," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 77(4), pages 1231-1261.
    54. Jeffrey C. Fuhrer, 2000. "Habit Formation in Consumption and Its Implications for Monetary-Policy Models," American Economic Review, American Economic Association, vol. 90(3), pages 367-390, June.
    55. Ueda, Atsuko, 2000. "A Growth Model of "Miracle" in Korea," Journal of Policy Modeling, Elsevier, vol. 22(1), pages 43-59, January.
    56. Hasseltoft, Henrik, 2012. "Stocks, Bonds, and Long-Run Consumption Risks," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 47(2), pages 309-332, April.
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    2. Andrei G. Shulgin, 2018. "Monetary Regime Choice and Optimal Credit Rationing at the Official Rate: The Case of Russia," International Economic Journal, Taylor & Francis Journals, vol. 32(4), pages 631-668, October.
    3. Daria Pignalosa, 2019. "On the role of the utility function in the estimation of preference parameters," Metroeconomica, Wiley Blackwell, vol. 70(4), pages 793-820, November.
    4. Shulgin, A., 2015. "Optimization of Simple Monetary Policy Rules on the Base of Estimated DSGE-model," Journal of the New Economic Association, New Economic Association, vol. 26(2), pages 64-98.
    5. Dmitry Kreptsev & Alexey Porshakov & Sergey Seleznev & Andrey Sinyakov, 2016. "The equilibrium interest rate: a measurement for Russia," Bank of Russia Working Paper Series wps13, Bank of Russia.

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    Keywords

    household consumption; Euler equation; habit formation; elasticity of intertemporal substitution; RLMS-HSE;
    All these keywords.

    JEL classification:

    • E21 - Macroeconomics and Monetary Economics - - Consumption, Saving, Production, Employment, and Investment - - - Consumption; Saving; Wealth
    • C23 - Mathematical and Quantitative Methods - - Single Equation Models; Single Variables - - - Models with Panel Data; Spatio-temporal Models

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