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portada Confidence Intervals in Generalized Regression Models
Type
Physical Book
Publisher
Author
Language
English
Pages
328
Format
Paperback
ISBN13
9780367387082
Edition No.
1

Confidence Intervals in Generalized Regression Models

Esa Uusipaikka (Author) · Crc Pr Inc · Paperback

Confidence Intervals in Generalized Regression Models - Esa Uusipaikka

New Book Imported to Taiwan
Delivery: 07 Oct - 15 Oct Shipping: 14 to 15 business days.
NT$ 3,427
NT$ 3,427

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Synopsis "Confidence Intervals in Generalized Regression Models "

A Cohesive Approach to Regression ModelsConfidence Intervals in Generalized Regression Models introduces a unified representation--the generalized regression model (GRM)--of various types of regression models. It also uses a likelihood-based approach for performing statistical inference from statistical evidence consisting of data and its statistical model. Provides a Large Collection of Models The book encompasses a number of different regression models, from very simple to more complex ones. It covers the general linear model (GLM), nonlinear regression model, generalized linear model (GLIM), logistic regression model, Poisson regression model, multinomial regression model, and Cox regression model. The author also explains methods of constructing confidence regions, profile likelihood-based confidence intervals, and likelihood ratio tests. Uses Statistical Inference Package to Make Inferences on Real-Valued Parameter Functions Offering software that helps with statistical analyses, this book focuses on producing statistical inferences for data modeled by GRMs. It contains numerical and graphical results while providing the code online.

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