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Partial Identification of Probability Distributions

 Buch
Besorgungstitel | Lieferzeit:3-5 Tage I
ISBN-13:
9780387004549
Einband:
Buch
Seiten:
179
Autor:
Charles F. Manski
Gewicht:
465 g
Format:
243x156x14 mm
Serie:
Springer Series in Statistics
Sprache:
Englisch
Beschreibung:

From the contents:- Missing Outcomes.
- Instrumental Variables.
- Conditional Prediction with Missing Data.
- Contaminated Outcomes.
- Regressions, Short and Long.
- Response-Based Sampling.
- Analysis of Treatment Response.
- Monotone Treatment Response.
- Monotone Instrumental Variables.
- The Mixing Problem.
The book presents in a rigorous and thorough manner the main elements of Charles Manski's research on partial identification of probability distributions. The approach to inference that runs throughout the book is deliberately conservative and thoroughly nonparametric. There is an enormous scope for fruitful inference using data and assumptions that partially identify population parameters.

From the contents:- Missing Outcomes.
- Instrumental Variables.
- Conditional Prediction with Missing Data.
- Contaminated Outcomes.
- Regressions, Short and Long.
- Response-Based Sampling.
- Analysis of Treatment Response.
- Monotone Treatment Response.
- Monotone Instrumental Variables.
- The Mixing Problem.
The book presents in a rigorous and thorough manner the main elements of Charles Manski's research on partial identification of probability distributions. The approach to inference that runs throughout the book is deliberately conservative and thoroughly nonparametric. There is an enormous scope for fruitful inference using data and assumptions that partially identify population parameters.
Autor: Charles F. Manski
Charles F. Manski is Board of Trustees Professor at Northwestern University. He is author of Identification Problems in the Social Sciences and Analog Estimation Methods in Econometrics. He is a Fellow of the American Academy of Arts and Sciences, the American Association for the Advancement of Science, and the Econometric Society.
Autor: Charles F. Manski
ISBN-13:: 9780387004549
ISBN: 0387004548
Verlag: Springer, Berlin
Gewicht: 465g
Seiten: 179
Sprache: Englisch
Sonstiges: Buch, 243x156x14 mm, 1 SW-Abb.