Advanced Linear Modeling: Statistical Learning and Dependent Data - Paperback

Name: VYSN Advanced Linear Modeling: Statistical Learning and Dependent Data - Paperback - Advanced Linear Modeling: Statistical Learning and Dependent Data - Paperback
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Extends standard linear modeling to statistical learning and dependent data for advanced statistical analysis
Covers nonparametric regression, penalized estimation, regularization, and kernel methods for dependent data
Uses linear model theory to examine general linear models, mixed models, time series, and spatial data
Includes R code for analyses, supporting practical application
Companion volume to Plane Answers to Complex Questions by Ronald Christensen

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