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Changes in the distribution of male and female wages accounting for employment composition using bounds
Blundell, Richard W.; Gosling, Amanda; Ichimura, Hidehiko; … - 2004 - [Elektronische Ressource]
This paper examines changes in the distribution of wages using bounds to allow for the impact of non-random selection into work. We show that bounds constructed without any economic or statistical assumptions can be informative. However, since employment rates in the UK are often low they are...
Persistent link: https://www.econbiz.de/10002456252
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Changes in the distribution of male and female wages accounting fro employment composition using bounds
Blundell, Richard W.; Gosling, Amanda; Ichimura, Hidehiko; … - 2004
Persistent link: https://www.econbiz.de/10002436418
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Changes in the distribution of male and female wages accounting for employment composition using bounds
Blundell, Richard W.; Gosling, Amanda; Ichimura, Hidehiko; … - 2004 - [Elektronische Ressource]
Persistent link: https://www.econbiz.de/10002231128
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Chapter 74 Implementing Nonparametric and Semiparametric Estimators
Ichimura, Hidehiko; Todd, Petra E. - In: Handbook of econometrics : volume 6B, (pp. 5369-5468). 2007
This chapter reviews recent advances in nonparametric and semiparametric estimation, with an emphasis on applicability … research, drawing on recent examples of applications from labor economics, consumer demand estimation and treatment effects …, a large literature on nonparametric estimation is reviewed and a unifying framework presented for thinking about how …
Persistent link: https://www.econbiz.de/10014024941
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Medical expenditures over the life cycle : persistent risks and insurance
Fukai, Taiyo; Ichimura, Hidehiko; Kitao, Sagiri; … - 2021
Persistent link: https://www.econbiz.de/10014390484
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An econometric analysis of firm specific productivities : evidence from Japanese plant level data
Ichimura, Hidehiko; Konishi, Yoko; Nishiyama, Yoshihiko - 2011
in terms of sign and magnitude of the technological parameters. Using the estimation residuals, we decomposed the TFP …
Persistent link: https://www.econbiz.de/10009153231
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Optimal bandwidth selection for differences of nonparametric estimators with an application to the sharp regression discontinuity design
Arai, Yoichi; Ichimura, Hidehiko - 2013
which incorporate a second-order bias term. Our approach is general enough to cover estimation problems related to densities …
Persistent link: https://www.econbiz.de/10009753169
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The influence function of semiparametric estimators
Ichimura, Hidehiko; Newey, Whitney K. - 2015
Often semiparametric estimators are asymptotically equivalent to a sample average. The object being averaged is referred to as the influence function. The influence function is useful in formulating primitive regularity conditions for asymptotic normality, in efficiency comparions, for bias...
Persistent link: https://www.econbiz.de/10011304726
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Simultaneous selection of optimal bandwidths for the sharp regression discontinuity estimator
Arai, Yoichi; Ichimura, Hidehiko - In: Quantitative economics : QE ; journal of the … 9 (2018) 1, pp. 441-482
A new bandwidth selection method that uses different bandwidths for the local linear regression estimators on the left and the right of the cut-off point is proposed for the sharp regression discontinuity design estimator of the average treatment effect at the cut-off point. The asymptotic mean...
Persistent link: https://www.econbiz.de/10011884511
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Simple estimators for invertible index models
Ahn, Hyungtaik; Ichimura, Hidehiko; Powell, James; … - In: Journal of business & economic statistics : JBES ; a … 36 (2018) 1, pp. 1-10
Persistent link: https://www.econbiz.de/10011894343