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portada Regression & Linear Modeling: Best Practices and Modern Methods
Type
Physical Book
Language
English
Pages
488
Format
Hardcover
Dimensions
25.7 x 17.5 x 3.0 cm
Weight
1.02 kg.
ISBN13
9781506302768

Regression & Linear Modeling: Best Practices and Modern Methods

Jason W. Osborne (Author) · Sage Publications, Inc · Hardcover

Regression & Linear Modeling: Best Practices and Modern Methods - Osborne, Jason W.

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Synopsis "Regression & Linear Modeling: Best Practices and Modern Methods"

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.

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