Consistency and Asymptotic Normality of Two-phase Regression Maximum Likelihood Estimates PDF Download
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Author: STANFORD UNIV CALIF DEPT OF STATISTICS.
Publisher:
ISBN:
Category :
Languages : en
Pages : 11
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Book Description
Consistency and asymptotic normality are established for the maximum likelihood estimates of parameters in the two-phase regression model. (Author).
Author: STANFORD UNIV CALIF DEPT OF STATISTICS.
Publisher:
ISBN:
Category :
Languages : en
Pages : 11
Get Book Here
Book Description
Consistency and asymptotic normality are established for the maximum likelihood estimates of parameters in the two-phase regression model. (Author).
Author: David Luther Sylwester
Publisher:
ISBN:
Category : Mathematical statistics
Languages : en
Pages : 172
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Book Description
Author: James Powell
Publisher:
ISBN:
Category : Estimation theory
Languages : en
Pages : 42
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Book Description
Author: Peter J. Huber
Publisher: SIAM
ISBN: 9781611970036
Category : Mathematics
Languages : en
Pages : 77
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Book Description
Here is a brief, well-organized, and easy-to-follow introduction and overview of robust statistics. Huber focuses primarily on the important and clearly understood case of distribution robustness, where the shape of the true underlying distribution deviates slightly from the assumed model (usually the Gaussian law). An additional chapter on recent developments in robustness has been added and the reference list has been expanded and updated from the 1977 edition.
Author: Robert Ernest Tarone
Publisher:
ISBN:
Category :
Languages : en
Pages : 190
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Author: A. N. Philippou
Publisher:
ISBN:
Category :
Languages : en
Pages : 19
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Book Description
In the paper, the authors assume the existence and consistency of the maximum likelihood estimate (MLE) in the independent not identically distributed (i.n.i.d.) case and the authors establish its asymptotic normality. The regularity conditions employed do not involve the third order derivatives of the underlying probability density functions (p.d.f.'s). (Author).
Author:
Publisher:
ISBN:
Category : Aeronautics
Languages : en
Pages : 252
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Book Description
Author: Takeshi Amemiya
Publisher: Harvard University Press
ISBN: 0674251954
Category : Business & Economics
Languages : en
Pages : 540
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Book Description
Advanced Econometrics is both a comprehensive text for graduate students and a reference work for econometricians. It will also be valuable to those doing statistical analysis in the other social sciences. Its main features are a thorough treatment of cross-section models, including qualitative response models, censored and truncated regression models, and Markov and duration models, as well as a rigorous presentation of large sample theory, classical least-squares and generalized least-squares theory, and nonlinear simultaneous equation models. Although the treatment is mathematically rigorous, the author has employed the theorem-proof method with simple, intuitively accessible assumptions. This enables readers to understand the basic structure of each theorem and to generalize it for themselves depending on their needs and abilities. Many simple applications of theorems are given either in the form of examples in the text or as exercises at the end of each chapter in order to demonstrate their essential points.
Author: Ludwig Fahrmeir
Publisher:
ISBN:
Category :
Languages : en
Pages : 68
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Book Description
Author: Diane E. Duffy
Publisher:
ISBN:
Category :
Languages : en
Pages : 50
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Book Description
