Mathematical Statistics: Old School (Paperback) (ISBN-13: 9781542439602)

Mathematical Statistics: Old School covers three main areas: The mathematics needed as a basis for work in statistics; the mathematical methods for carrying out statistical inference; and the theoretical approaches for analyzing the efficacy of various procedures. The author, John Marden, developed this material over the last thirty years teaching various configurations of mathematical statistics and decision theory courses. It is intended as a graduate-level text.

Topics include distribution theory, asymptotic convergence, frequentist and Bayesian inference (estimation, hypothesis testing, confidence intervals, model selection), exponential families, linear regression, likelihood methods, bootstrap and randomization methods, and statistical decision theory.

Author: John I. Marden
ISBN-10: 1542439604
ISBN-13: 9781542439602
Publisher: Createspace Independent Publishing Platform
Language: English
Published: 08/18/2017
Pages: 462
Format: Paperback
Weight: 1.35lbs
Size: 9.00h x 6.00w x 0.93d