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Bootstrap Tests for Regression Models

Language EnglishEnglish
Book Hardback
Book Bootstrap Tests for Regression Models Leslie Godfrey
Libristo code: 04551990
Publishers Palgrave Macmillan, July 2009
Modern computer systems are now so powerful that they can be used to carry out simulation-based stat... Full description
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Modern computer systems are now so powerful that they can be used to carry out simulation-based statistical investigations without involving delays or the need to access high levels of equipment. When carrying out econometric analyses, the routine use of computer-based methods offers a valuable alternative to the standard approach in which approximations are based upon what happens as the sample size grows without limit. Applied work has to be based upon a finite number of observations. Computationally-intensive techniques and, in particular, bootstrap methods provide ways to improve the finite-sample performance of well-known tests. Bootstrap tests can also be employed when conventional theory does not lead to a test statistic, which can be compared with critical values from some standard distribution. This book uses the familiar linear regression model as a framework for introducing simulation-based tests to applied workers, students and others who carry out empirical econometric analyses.

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About the book

Full name Bootstrap Tests for Regression Models
Language English
Binding Book - Hardback
Date of issue 2009
Number of pages 329
EAN 9780230202306
ISBN 0230202306
Libristo code 04551990
Publishers Palgrave Macmillan
Weight 567
Dimensions 140 x 216 x 23
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