Advanced Linear Modeling Statistical Learning and Dependent Data /

• Main Author: Christensen, Ronald (Author, http://id.loc.gov/vocabulary/relators/aut)
• Corporate Author: SpringerLink (Online service)
• Format: Electronic eBook
• Language: English
• Published: Cham : Springer International Publishing : Imprint: Springer, 2019.
• Edition: 3rd ed. 2019.
• Series: Springer Texts in Statistics,
• Subjects: Probabilities.; Computer mathematics.; Statistics .; Probability Theory and Stochastic Processes.; Computational Mathematics and Numerical Analysis.; Statistical Theory and Methods.

Now in its third edition, this companion volume to Ronald Christensen's Plane Answers to Complex Questions uses three fundamental concepts from standard linear model theory-best linear prediction, projections, and Mahalanobis distance- to extend standard linear modeling into the realms of Stati...