Regression & Linear Modeling: Best Practices and Modern Methods (Hardcover)

Regression & Linear Modeling: Best Practices and Modern Methods By Jason W. Osborne Cover Image
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Description


In a conversational tone, Regression & Linear Modeling provides conceptual, user-friendly coverage of the generalized linear model (GLM). Readers will become familiar with applications of ordinary least squares (OLS) regression, binary and multinomial logistic regression, ordinal regression, Poisson regression, and loglinear models. Author Jason W. Osborne returns to certain themes throughout the text, such as testing assumptions, examining data quality, and, where appropriate, nonlinear and non-additive effects modeled within different types of linear models.


Product Details
ISBN: 9781506302768
ISBN-10: 1506302769
Publisher: Sage Publications, Inc
Publication Date: May 5th, 2016
Pages: 488
Language: English