Regression & Linear Modeling : Best Practices and Modern Methods
Book Details
Format
Hardback or Cased Book
ISBN-10
1506302769
ISBN-13
9781506302768
Publisher
SAGE Publications Inc
Imprint
SAGE Publications Inc
Country of Manufacture
US
Country of Publication
GB
Publication Date
Jun 21st, 2016
Print length
488 Pages
Weight
1,024 grams
Dimensions
18.70 x 26.30 x 3.40 cms
Product Classification:
Probability & statistics
AI Summary
Ksh 26,450.00
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This book provides conceptual, user-friendly coverage of the generalized linear model (GLM). Themes covered include testing assumptions, examining data quality, and nonlinear and non-additive effects modelled within different types of linear models.
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. The author 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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