Prediction of Complex Traits Using Genomic Data  book cover
1st Edition

Prediction of Complex Traits Using Genomic Data



  • Available for pre-order on April 10, 2023. Item will ship after May 1, 2023
ISBN 9781482253740
May 1, 2023 Forthcoming by Chapman & Hall
350 Pages 20 B/W Illustrations

FREE Standard Shipping
USD $89.95

Prices & shipping based on shipping country


Preview

Table of Contents

Introduction. A Brief History of Quantitative Genetics. Complex Traits, Interactions, and Challenges to Prediction. Linear Models and the Curse of Dimensionality. Regularized Regressions. The Genomic Best Linear Unbiased Predictor. The Bayesian Alphabet. Reproducing Kernel Hiblert Spaces Regressions. Penalized Neural Networks. Re-sampling Methods. Whole Genome Regression and Population Stratification. Appendices.

...
View More