research
トップ
略 歴
研 究
講 義
研 究
論 文
- Cui, G., Hayakawa, K., S. Nagata and T. Yamagata (202?)
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A robust approach to heteroskedasticity, error serial correlation and slope heterogeneity in linear models with interactive effects for large panel data"
Journal of Business & Economic Statistics, Vol. ??, pp. ??-??. (working paper version)
- Hayakawa, K. (202?)
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Recent Development of Covariance Structure Analysis in Economics" (open access)
Econometrics and Statistics, Vol. ??, pp. ??-??.
- Breitung, J., S. Kripfganz and K. Hayakawa, (202?)
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Bias-Corrected Method of Moments Estimators for Dynamic Panel Data Models"
Econometrics and Statistics, Vol. ??, pp. ??-??.
- Hayakawa, K. and Q. Sun (2022)
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Selection of Loss Function in Covariance Structure Analysis"
Structural Equation Modeling, Vol. 29, Issue 4, pp. 507-520. (working paper version)
- Hayakawa, K. and M. Qi (2020)
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Further Results on the Weak Instruments Problem of the System GMM Estimator in Dynamic Panel Data Models"
Oxford Bulletin of Economics and Statistics, Vol. 82, Issue. 2, pp. 453-481. (working paper version)
- Hayakawa, K. (2020)
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The Weak Instruments Problem in Factor Models"
Behaviormetrika, Vol. 47, pp. 123-157. (working paper version)
- Hayakawa, K., M. Qi and J. Breitung (2019)
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Double Filter Instrumental Variable Estimation of Panel Data Models with Weakly Exogenous Variables"
Econometric Reviews, Vol. 38, Issue. 9, pp. 1055-1088. (working paper version)
- Hayakawa, K. and J. Hou (2019)
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Estimation of Time-Varying Coefficient Dynamic Panel Data Models"
Communications in Statistics - Theory and Methods, Vol. 48, Issue 13, pp. 3311-3324.(working paper version)
- Hayakawa, K. and Q. Sun (2019)
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Instrumental Variable Estimation of Factor Models with Possibly Many Variables"
Communications in Statistics - Simulation and Computation, Vol. 48, Issue 6, pp.1729-1745.(working paper version)
- Hayakawa, K. (2019)
"
Corrected Goodness of Fit Test in Covariance Structure Analysis" (open access)
Psychological Methods, Vol. 24, Issue 3, pp. 371-389. (working paper version)
- Sample R code can be found here
- Hayakawa, K. (2019)
"
Alternative Over-Identifying Restriction Test in the GMM Estimation of Panel Data Models"
Econometrics and Statistics, Vol. 10, pp. 71-95. (working paper version)
- Ginama, I., K. Hayakawa and T. Kanmei (2018)
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Examining the Feldstein-Horioka Puzzle Using Common Factor Panels and Interval Estimation"
Japan and the World Economy, Vol. 48, pp. 11-21.
- Hayakawa, K. (2018)
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Corrected Standard Errors for Optimal Minimum Distance Estimator"
Economics Letters, Vol. 167, pp. 5-9. (working paper version)
- Hayakawa, K. (2017)
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A Unit Root Test for Short Panels with Serially Correlated Errors"
Communications in Statistics - Theory and Methods, Vol. 46, Issue 8, pp. 3891-3900.
- Hayakawa, K. (2016)
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On the Effect of Weighting Matrix in GMM Specification Test"
Journal of Statistical Planning and Inference, Vol. 178, pp. 84-98.(working paper version)
- Hayakawa, K. (2016)
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An Improved GMM Estimation of Panel VAR Models"
Computational Statistics and Data Analysis, Vol. 100, pp. 240-264. (working paper version)
- Hayakawa, K. and S. Nagata (2016)
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On the Behavior of the GMM Estimator in Persistent Dynamic Panel Data Models with Unrestricted Initial Conditions"
Computational Statistics and Data Analysis, Vol. 100, pp. 265-303. (working paper version)
- Hayakawa, K. (2016)
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Identification Problem of GMM Estimators for Panel Data Models with Interactive Fixed Effects"
Economics Letters, Vol. 139, pp. 22-26. (working paper version)
- Hayakawa, K. and M. H. Pesaran (2015)
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Robust Standard Errors in Transformed Likelihood Estimation of Dynamic Panel Data Models with Cross-Sectional Heteroskedasticity"
Journal of Econometrics, Vol. 188, Issue 8, pp. 111-134. (working paper version)
- Matlab code can be found here
- Stata code is developed by Dr. Kripfganz
- Hayakawa, K. (2015)
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The Asymptotic Properties of the System GMM Estimator in Dynamic Panel Data Models When Both N and T are Large"
Econometric Theory, Vol. 31, Issue 3, pp. 647-667.
- Hayakawa, K. (2012)
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GMM Estimation of Short Dynamic Panel Data Model with Interactive Fixed Effects"
Journal of the Japan Statistical Society, Vol. 42, Issue 2, pp. 109-123.
(第27回小川研究奨励賞受賞(日本統計学会) 2013年9月)
- Hayakawa, K. and M. Nogimori (2010)
"New Transformation Methods in Dynamic Panel Data Models with Heterogeneous Time Trends"
Applied Economics Letters, Vol. 17, Issue 4, pp. 375-379.
- Hayakawa, K. (2010)
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The Effects of Dynamic Feedbacks on LS and MM Estimator Accuracy in Panel Data Models: Some Additional Results"
Journal of Econometrics, Vol. 159, Issue 1, pp. 202-208. (working paper version)
- Hayakawa, K. (2009)
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On the Effect of Mean-Nonstationarity in Dynamic Panel Data Models"
Journal of Econometrics, Vol. 153, Issue 2, pp. 133-135. (working paper version)
- Hayakawa, K. (2009)
"A Simple Efficient Instrumental Variable Estimator in Panel AR(p) Models When Both N and T are Large"
Econometric Theory, Vol. 25, Issue 3, pp. 873-890.
(RBNZ-NZESG Award受賞 2008年3月)
- Kurozumi, E. and K. Hayakawa (2009)
"The Asymptotic Properties of Efficient Estimators for Cointegrating Regression Models with Serially Dependent Errors"
Journal of Econometrics, Vol. 149, Issue 2, pp. 118-135.
- Hayakawa, K. (2009)
"First-Difference or Forward Orthogonal Deviation: Which transformation to Use in Dynamic Panel Data Models?: A Simulation Study"
Economics Bulletin, Vol.29, No. 3, 2014-2023.
- Hayakawa, K. and E. Kurozumi (2008)
"The Role of "Leads" in the Dynamic OLS Estimation of Cointegrating Regression Models"
Mathematics and Computers in Simulation, Vol. 79, Issue 3, pp 555-560.
- Hayakawa, K. (2007)
"Consistent OLS Estimation of AR(1) Dynamic Panel Data Models with Short Time Series"
Applied Economics Letters, Vol. 14, Issue 15, pp. 1141-1145.
- Hayakawa, K. (2007)
"Small Sample Bias Properties of the System GMM Estimator in Dynamic Panel Data Models"
Economics Letters, Vol. 95, Issue 1, pp. 32-38.
- Hayakawa, K. (2006)
"A Note on the Bias in First Differenced AR(1) Model"
Economics Bulletin, Vol. 3, No.27 pp. 1-10.
- 早川和彦 (2014)
「高次元時系列データ分析の最近の展開」
日本統計学会誌, 43巻, 第2号, 275-292ページ
- 早川和彦 (2012)
「動学的パネルデータ分析」
刈屋武昭 ・前川功一 ・矢島美寛 ・川﨑能典 ・福地純一郎 編『経済時系列ハンドブック』、朝倉書店
- 早川和彦・小林庸平 (2011)
「大規模マクロデータを用いた景気動向分析」
浅子和美・渡部敏明 編著『ファイナンス・景気循環の計量分析』、ミネルヴァ書房
- 早川和彦 (2008)
「定常な動学的パネル分析」
経済研究, 59巻,第2号, 112-125ページ
- 千木良弘朗・早川和彦・山本拓 (2008)
「非定常な動学的パネル分析」
経済研究, 59巻,第2号, 126-138ページ.
ワーキングペーパー
- Hayakawa, K., M. H. Pesaran, and V. L. Smith (2021/07)
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Short T Dynamic Panel Data Models with Individual, Time and Interactive Effects"
- Hayakawa, K. and T. Yamagata (2022/08)
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Linear Panel Regression Models with Non-Classical Measurement Errors: An Application to Investment Equations"