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Language: en
Pages:
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Type: BOOK - Published: 2018 - Publisher:
We show semiparametric efficiency under conditions that are only slightly stronger than those required for the AMLE. In addition, we bound the deviation of our
Language: en
Pages: 154
Pages: 154
Type: BOOK - Published: 2011 - Publisher:
In this thesis, we argue for the use of loss-based semi-parametric estimation methods as an alternative to traditional parametric models in causal inference and
Language: en
Pages:
Pages:
Type: BOOK - Published: 2014 - Publisher:
The dissertation considers semiparametric regression models inspired by statistical problems in ecological, medical and neurological studies. In those models, t
Language: en
Pages: 324
Pages: 324
Type: BOOK - Published: 2016-10-26 - Publisher: Springer
This book compiles and presents new developments in statistical causal inference. The accompanying data and computer programs are publicly available so readers
Language: en
Pages: 222
Pages: 222
Type: BOOK - Published: 2008-10-22 - Publisher: Springer Science & Business Media
Developed from lecture notes and ready to be used for a course on the graduate level, this concise text aims to introduce the fundamental concepts of nonparamet