Exponential family nonlinear models
This book gives a comprehensive introduction to exponential family nonlinear models, which are the natural extension of generalized linear models and normal nonlinear regression models. The differential geometric framework is presented for these models and geometric methods are widely used in this book. This book is ideally suited for researchers in statistical interfaces and graduate students with a basic knowledge of statistics.
Read More ↓Title Statements
- Full title :Exponential family nonlinear models / Bo-Cheng Wei.
Summary
This book gives a comprehensive introduction to exponential family nonlinear models, which are the natural extension of generalized linear models and normal nonlinear regression models. The differential geometric framework is presented for these models and geometric methods are widely used in this book. This book is ideally suited for researchers in statistical interfaces and graduate students with a basic knowledge of statistics.
Read More ↓Edition Statements
- Publication Date:©1998.
Publication Statements
- Publisher(s):Springer
- Place of Publication:Singapore
- Language:eng
- Publication Date:©1998.
The Physical Object
- Description:ix, 230 pages : : illustrations ; : 24 cm.
Edition Identifiers
- ISBN:9813083298, 9789813083295
- oclc:ocm37044008
- LC Classification:QA276.7
- Dewey Decimal:519.5/2
Table of Contents
1. Exponential Family -- 2. Exponential Family Nonlinear Models -- 3. Geometric Framework -- 4. Some Second Order Asymptotics -- 5. Confidence Regions -- 6. Diagnostics and Influence Analysis -- 7. Extension -- App. A. Matrix and Array -- App. B. Some Asymptotic Results.
Read More ↓Subjects
Writers
More from this Series
No reviews yet. Be the first to rate this work.
Related Works
more →
Applied longitudinal data analysis: modeling change and event occurrence
Singer, Judith D.
Files & Downloads
-
Exponential Family Nonlinear Models -- (.pdf)
PDF · 26.1 MB · updated
Rate & Review