Author: Ole E. Barndorff-Nielsen
Publisher:
ISBN:
Category : Convex domains
Languages : en
Pages : 248
Book Description
Exponential Families Exact Theory
Author: Ole E. Barndorff-Nielsen
Publisher:
ISBN:
Category : Convex domains
Languages : en
Pages : 248
Book Description
Publisher:
ISBN:
Category : Convex domains
Languages : en
Pages : 248
Book Description
Exponential families
Author: Ole Barndorff- Nielsen
Publisher:
ISBN:
Category : Exponential functions
Languages : da
Pages :
Book Description
Publisher:
ISBN:
Category : Exponential functions
Languages : da
Pages :
Book Description
Exponential Families in Theory and Practice
Author: Bradley Efron
Publisher: Cambridge University Press
ISBN: 1108805434
Category : Mathematics
Languages : en
Pages : 264
Book Description
During the past half-century, exponential families have attained a position at the center of parametric statistical inference. Theoretical advances have been matched, and more than matched, in the world of applications, where logistic regression by itself has become the go-to methodology in medical statistics, computer-based prediction algorithms, and the social sciences. This book is based on a one-semester graduate course for first year Ph.D. and advanced master's students. After presenting the basic structure of univariate and multivariate exponential families, their application to generalized linear models including logistic and Poisson regression is described in detail, emphasizing geometrical ideas, computational practice, and the analogy with ordinary linear regression. Connections are made with a variety of current statistical methodologies: missing data, survival analysis and proportional hazards, false discovery rates, bootstrapping, and empirical Bayes analysis. The book connects exponential family theory with its applications in a way that doesn't require advanced mathematical preparation.
Publisher: Cambridge University Press
ISBN: 1108805434
Category : Mathematics
Languages : en
Pages : 264
Book Description
During the past half-century, exponential families have attained a position at the center of parametric statistical inference. Theoretical advances have been matched, and more than matched, in the world of applications, where logistic regression by itself has become the go-to methodology in medical statistics, computer-based prediction algorithms, and the social sciences. This book is based on a one-semester graduate course for first year Ph.D. and advanced master's students. After presenting the basic structure of univariate and multivariate exponential families, their application to generalized linear models including logistic and Poisson regression is described in detail, emphasizing geometrical ideas, computational practice, and the analogy with ordinary linear regression. Connections are made with a variety of current statistical methodologies: missing data, survival analysis and proportional hazards, false discovery rates, bootstrapping, and empirical Bayes analysis. The book connects exponential family theory with its applications in a way that doesn't require advanced mathematical preparation.
Fundamentals of Statistical Exponential Families
Author: Lawrence D. Brown
Publisher: IMS
ISBN: 9780940600102
Category : Business & Economics
Languages : en
Pages : 302
Book Description
Publisher: IMS
ISBN: 9780940600102
Category : Business & Economics
Languages : en
Pages : 302
Book Description
Exponential Families and Conditioning
Author: Ole E. Barndorff-Nielsen
Publisher:
ISBN:
Category : Distribution (Probability theory)
Languages : en
Pages : 268
Book Description
Publisher:
ISBN:
Category : Distribution (Probability theory)
Languages : en
Pages : 268
Book Description
Graphical Models, Exponential Families, and Variational Inference
Author: Martin J. Wainwright
Publisher: Now Publishers Inc
ISBN: 1601981848
Category : Computers
Languages : en
Pages : 324
Book Description
The core of this paper is a general set of variational principles for the problems of computing marginal probabilities and modes, applicable to multivariate statistical models in the exponential family.
Publisher: Now Publishers Inc
ISBN: 1601981848
Category : Computers
Languages : en
Pages : 324
Book Description
The core of this paper is a general set of variational principles for the problems of computing marginal probabilities and modes, applicable to multivariate statistical models in the exponential family.
Theoretical and Practical Advances in Computer-based Educational Measurement
Author: Bernard P. Veldkamp
Publisher: Springer
ISBN: 3030184803
Category : Education
Languages : en
Pages : 399
Book Description
This open access book presents a large number of innovations in the world of operational testing. It brings together different but related areas and provides insight in their possibilities, their advantages and drawbacks. The book not only addresses improvements in the quality of educational measurement, innovations in (inter)national large scale assessments, but also several advances in psychometrics and improvements in computerized adaptive testing, and it also offers examples on the impact of new technology in assessment. Due to its nature, the book will appeal to a broad audience within the educational measurement community. It contributes to both theoretical knowledge and also pays attention to practical implementation of innovations in testing technology.
Publisher: Springer
ISBN: 3030184803
Category : Education
Languages : en
Pages : 399
Book Description
This open access book presents a large number of innovations in the world of operational testing. It brings together different but related areas and provides insight in their possibilities, their advantages and drawbacks. The book not only addresses improvements in the quality of educational measurement, innovations in (inter)national large scale assessments, but also several advances in psychometrics and improvements in computerized adaptive testing, and it also offers examples on the impact of new technology in assessment. Due to its nature, the book will appeal to a broad audience within the educational measurement community. It contributes to both theoretical knowledge and also pays attention to practical implementation of innovations in testing technology.
Information and Exponential Families
Author: O. Barndorff-Nielsen
Publisher: John Wiley & Sons
ISBN: 1118857372
Category : Mathematics
Languages : en
Pages : 248
Book Description
First published by Wiley in 1978, this book is being re-issued with a new Preface by the author. The roots of the book lie in the writings of RA Fisher both as concerns results and the general stance to statistical science, and this stance was the determining factor in the author's selection of topics. His treatise brings together results on aspects of statistical information, notably concerning likelihood functions, plausibility functions, ancillarity, and sufficiency, and on exponential families of probability distributions.
Publisher: John Wiley & Sons
ISBN: 1118857372
Category : Mathematics
Languages : en
Pages : 248
Book Description
First published by Wiley in 1978, this book is being re-issued with a new Preface by the author. The roots of the book lie in the writings of RA Fisher both as concerns results and the general stance to statistical science, and this stance was the determining factor in the author's selection of topics. His treatise brings together results on aspects of statistical information, notably concerning likelihood functions, plausibility functions, ancillarity, and sufficiency, and on exponential families of probability distributions.
Introduction to the Theory of Regular Exponential Families
Author: Søren Johansen
Publisher:
ISBN:
Category : Distribution (Probability theory)
Languages : en
Pages : 116
Book Description
Publisher:
ISBN:
Category : Distribution (Probability theory)
Languages : en
Pages : 116
Book Description