Applied Linear Statistical Models:Applied Linear Regression Models(5版) epub pdf txt mobi 電子書 下載 2024

圖書介紹


Applied Linear Statistical Models:Applied Linear Regression Models(5版)


著者
齣版者 出版社:華泰文化 訂閱出版社新書快訊 新功能介紹
翻譯者
齣版日期 出版日期:2019/09/04
語言 語言:英文



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發錶於2024-03-28

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圖書描述

1. Added material on important techniques for data mining, including regression trees and neural network models in Chapters 11 and 13.

  2. The Chapter on logistic regression (Chapter 14) has been extensively revised and expanded to include a more thorough treatment of logistic, probit, and complementary log-log models, logistic regression residuals, model selection, model assessment, logistic regression diagnostics, and goodness of fit tests. We have also developed new material on polytomous (multicategory) nominal logistic regression models and polytomous ordinal logistic regression models.

  3. We have expanded the discussion of model selection methods and criteria. The Akaike information criterion and Schwarz Bayesian criterion have been added, and a greater emphasis is placed on the use of cross-validation for model selection and validation.

  4. New open ended 'Cases' based on data sets from business, health care, and engineering are included. Also, many problem data sets have been updated and expanded.

  5. The text includes a CD with all data sets and the Student Solutions manual in PDF. In addition a new supplement, SAS and SPSS Program Solutions by Replogle and Johnson is available for the Fifth Edition.

著者信息

作者簡介

Michael H. Kutner


  現職:Emory University

Christopher J. Nachtsheim

  現職:University of Minnesota

John Neter

  現職:University of Georgia

William Li

  現職:University of Minnesota
Applied Linear Statistical Models:Applied Linear Regression Models(5版) epub pdf txt mobi 電子書 下載

圖書目錄

PART I: SIMPLE LINEAR REGRESSION
Ch 1 Linear Regression with One Predictor Variable
Ch 2 Inferences in Regression and Correlation Analysis
Ch 3 Diagnostics and Remedial Measures
Ch 4 Simultaneous Inferences and Other Topics in Regression Analysis
Ch 5 Matrix Approach to Simple Linear Regression Analysis

PART II: MULTIPLE LINEAR REGRESSION
Ch 6 Multiple Regression I
Ch 7 Multiple Regression II
Ch 8 Regression Models for Quantitative and Qualitative Predictors
Ch 9 Building the Regression Model I: Model Selection and Validation
Ch10 Building the Regression Model II: Diagnostics
Ch11 Building the Regression Model III: Remedial Measures
Ch12 Autocorrelation in Time Series Data

PART III: NONLINEAR REGRESSION
Ch13 Introduction to Nonlinear Regression and Neural Networks
Ch14 Logistic Regression, Poisson Regression, and Generalized Linear Models

圖書序言

圖書試讀

None

Applied Linear Statistical Models:Applied Linear Regression Models(5版) pdf 下載 epub 下載 txt 下載 mobi 下載 2024


Applied Linear Statistical Models:Applied Linear Regression Models(5版) pdf 下載 epub 下載 txt 下載 mobi 下載 2024

Applied Linear Statistical Models:Applied Linear Regression Models(5版) epub pdf txt mobi 電子書 下載 2024




想要找書就要到 灣灣書站
立刻按 ctrl+D收藏本頁
你會得到大驚喜!!

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