CRC统计新书：广义回归模型置信区间Confidence Intervals in Generalize Regression

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CRC 统计 新书 一本：广义回归模型中的置信区间 Confidence Intervals in Generalize Regression Models

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2009_Esa Uusipaikka_Confidence Intervals in Generalized Regression Models.pdf (2.98 MB)

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广义回归模型中的置信区间

A Cohesive Approach to Regression Models

Confidence 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.

Product Details

• Hardcover: 328 pages
• Publisher: Chapman and Hall/CRC; 1 edition (July 25, 2008)
• Language: English
• ISBN-10: 1420060279
• ISBN-13: 978-1420060270
• Product Dimensions: 6.1 x 0.9 x 9.2 inches
  
  

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关键词：regression Generalize confidence regressio Intervals 统计 different 模型 performing evidence

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