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The Resource Semiparametric and nonparametric methods in econometrics, Joel L. Horowitz, (electronic book)

Semiparametric and nonparametric methods in econometrics, Joel L. Horowitz, (electronic book)

Label
Semiparametric and nonparametric methods in econometrics
Title
Semiparametric and nonparametric methods in econometrics
Statement of responsibility
Joel L. Horowitz
Creator
Subject
Language
eng
Summary
Standard methods for estimating empirical models in economics and many other fields rely on strong assumptions about functional forms and the distributions of unobserved random variables. Often, it is assumed that functions of interest are linear or that unobserved random variables are normally distributed. Such assumptions simplify estimation and statistical inference but are rarely justified by economic theory or other a priori considerations. Inference based on convenient but incorrect assumptions about functional forms and distributions can be highly misleading. Nonparametric and semiparam
Member of
Cataloging source
GW5XE
http://library.link/vocab/creatorName
Horowitz, Joel
Dewey number
330.015195
Illustrations
illustrations
Index
index present
LC call number
HB139
LC item number
.H645 2009
Literary form
non fiction
Nature of contents
  • dictionaries
  • bibliography
Series statement
Springer series in statistics
http://library.link/vocab/subjectName
  • Econometrics
  • Estimation theory
  • Econometrics
  • Estimation theory
  • Nonparametric statistics
  • Business
Label
Semiparametric and nonparametric methods in econometrics, Joel L. Horowitz, (electronic book)
Instantiates
Publication
Bibliography note
Includes bibliographical references and index
Color
multicolored
Contents
Preface; Contents; 1 Introduction; 2 Single-Index Models; 3 Nonparametric Additive Models and Semiparametric Partially Linear Models; 4 Binary-Response Models; 5 Statistical Inverse Problems; 6 Transformation Models; Appendix: Nonparametric Density Estimationand Nonparametric Regression; References; Index
Control code
SPR656399161
Dimensions
unknown
Extent
1 online resource (x, 271 p.)
Form of item
online
Isbn
9780387928708
Other physical details
ill.
Publisher number
11572466
Specific material designation
remote
Label
Semiparametric and nonparametric methods in econometrics, Joel L. Horowitz, (electronic book)
Publication
Bibliography note
Includes bibliographical references and index
Color
multicolored
Contents
Preface; Contents; 1 Introduction; 2 Single-Index Models; 3 Nonparametric Additive Models and Semiparametric Partially Linear Models; 4 Binary-Response Models; 5 Statistical Inverse Problems; 6 Transformation Models; Appendix: Nonparametric Density Estimationand Nonparametric Regression; References; Index
Control code
SPR656399161
Dimensions
unknown
Extent
1 online resource (x, 271 p.)
Form of item
online
Isbn
9780387928708
Other physical details
ill.
Publisher number
11572466
Specific material designation
remote

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