Understanding Regression Assumptions pdf epub mobi txt 电子书下载 2025

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出版者:SAGE Publications, Inc

作者:William D. Berry

出品人:

页数:104

译者:

出版时间:1993-2-25

价格:USD 22.00

装帧:Paperback

isbn号码:9780803942639

丛书系列:

图书标签:

数据科学
statistics
MachineLearning
回归分析
回归假设
统计学
数据分析
线性模型
模型诊断
统计推断
假设检验
计量经济学
R语言

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具体描述

Through the use of careful explanation and examples, Berry demonstrates how to consider whether the assumptions of multiple regression are actually satisfied in a particular research project. Beginning with a brief review of the regression assumptions as they are typically presented in text books, he moves on to explore in detail the substantive meaning of each assumption, for example, lack of measurement error, absence of specification error, linearity, homoscedasticity and lack of autocorrelation.