Statistical Modeling and Computation

by Joshua Chan, Dirk P. Kroese, Joshua C.C. Chan

Book Overview

​​​​Probability Models.- Random Variables and Probability Distributions.- Joint Distributions.- Common Statistical Models.- Statistical Inference.- Likelihood.- Monte Carlo Sampling.- Bayesian Inference.- Generalized Linear Models.- Dependent Data Models.- State Space Models.- References.- Solutions.- MATLAB Primer.- Mathematical Supplement.- Index.

• Format: Paperback
• Language: English
• ISBN: 149395332X
• ISBN13: 9781493953325
• Release Date: August 2016
• Publisher: Springer
• Length: 400 Pages
• Weight: 1.30 lbs.
• Dimensions: 0.9" x 6.1" x 9.2"