عنوان

Log-Linear Models and Logistic Regression

شابک

9780387226248

شماره

b397325

عنوان اصلي

Log-Linear Models and Logistic Regression

نام عام مواد

[Book]

نام نخستين پديدآور

by Ronald Christensen.

وضعيت ويراست

Second Edition.

نام خاص و کميت اثر

XVI, 484 p. :

ساير جزييات

online resource.

عنوان فروست

Springer Texts in Statistics,

شاپا ي ISSN فروست

1431-875X

متن يادداشت

Two-Dimensional Tables and Simple Logistic Regression -- Three-Dimensional Tables -- Logistic Regression, Logit Models, and Logistic Discrimination -- Independence Relationships and Graphical Models -- Model Selection Methods and Model Evaluation -- Models for Factors with Quantitative Levels -- Fixed and Random Zeros -- Generalized Linear Models -- The Matrix Approach to Log-Linear Models -- The Matrix Approach to Logit Models -- Maximum Likelihood Theory for Log-Linear Models -- Bayesian Binomial Regression.

بدون عنوان

0

متن يادداشت

As the new title indicates, this second edition of Log-Linear Models has been modi?ed to place greater emphasis on logistic regression. In addition to new material, the book has been radically rearranged. The fundamental material is contained in Chapters 1-4. Intermediate topics are presented in Chapters 5 through 8. Generalized linear models are presented in Ch- ter 9. The matrix approach to log-linear models and logistic regression is presented in Chapters 10-12, with Chapters 10 and 11 at the applied Ph.D. level and Chapter 12 doing theory at the Ph.D. level. The largest single addition to the book is Chapter 13 on Bayesian bi- mial regression. This chapter includes not only logistic regression but also probit and complementary log-log regression. With the simplicity of the Bayesian approach and the ability to do (almost) exact small sample s- tistical inference, I personally ?nd it hard to justify doing traditional large sample inferences. (Another possibility is to do exact conditional inference, but that is another story.) Naturally,Ihavecleaneduptheminor?awsinthetextthatIhavefound. All examples, theorems, proofs, lemmas, etc. are numbered consecutively within each section with no distinctions between them, thus Example 2.3.1 willcomebeforeProposition2.3.2.Exercisesthatdonotappearinasection at the end have a separate numbering scheme. Within the section in which it appears, an equation is numbered with a single value, e.g., equation (1).

شماره استاندارد بين المللي کتاب و موسيقي

9780387982472

عنوان

Springer eBooks

موضوع مستند نشده

Algebra.

موضوع مستند نشده

Algebra.

موضوع مستند نشده

Applied mathematics.

موضوع مستند نشده

Engineering mathematics.

موضوع مستند نشده

Mathematics.

موضوع مستند نشده

Mathematics.

موضوع مستند نشده

Probabilities.

موضوع مستند نشده

Applications of Mathematics.

موضوع مستند نشده

Probability Theory and Stochastic Processes.

مستند نام اشخاص تاييد نشده

Christensen, Ronald

مستند نام تنالگان تاييد نشده

SpringerLink (Online service)

تاريخ عمليات

20160428095000.0

نام الکترونيکي

نوع ماده

[Book]

تكميل شده

Y