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portada Linear Model Theory: With Examples and Exercises
Type
Physical Book
Author
Publisher
Language
English
Pages
504
Format
Paperback
Dimensions
23.4 x 15.6 x 2.7 cm
Weight
0.73 kg.
ISBN13
9783030520656
Categories

Linear Model Theory: With Examples and Exercises

Dale L. Zimmerman (Author) · Springer · Paperback

Linear Model Theory: With Examples and Exercises - Zimmerman, Dale L.

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Synopsis "Linear Model Theory: With Examples and Exercises "

Preface.- 1 A Brief Introduction.- 2 Selected Matrix Algebra Topics and Results.- 3 Generalized Inverses and Solutions to Systems of Linear Equations.- 4 Moments of a Random Vector and of Linear and Quadratic Forms in a Random Vector.- 5 Types of Linear Models.- 6 Estimability.- 7 Least Squares Estimation for the Gauss-Markov Model.- 8 Least Squares Geometry and the Overall ANOVA.- 9 Least Squares Estimation and ANOVA for Partitioned Models.- 10 Constrained Least Squares Estimation and ANOVA.- 11 Best Linear Unbiased Estimation for the Aitken Model.- 12 Model Misspecification.- 13 Best Linear Unbiased Prediction.- 14 Distribution Theory.- 15 Inference for Estimable and Predictable Functions.- 16 Inference for Variance-Covariance Parameters.- 17 Empirical BLUE and BLUP.- Index.

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