Introductory Statistical Inference with the Likelihood Function

By Charles A. Rohde

Book Overview

Contents.- Preface.- Introduction.- The Statistical Approach.- Estimation.- Interval Estimation.- Hypothesis Testing.- Maximum Likelihood: Basic Results.- Linear Model.- Other Estimation Methods.- Decision Theory.- Sufficiency.- Conditionality.- Statistical Principles.- The Practice of Statistics.- Bayesian Statistics: Philosophy and Theory.- Priors.- Bayesian Statistics: Computation.- Bayesian Inference: Miscellaneous.- Sufficiency.- A Probability and Mathematical Concepts.

• Format: Paperback
• Language: English
• ISBN: 3319374818
• ISBN13: 9783319374819
• Release Date: September 2016
• Publisher: Springer
• Length: 332 Pages
• Weight: 1.24 lbs.
• Dimensions: 0.7" x 6.1" x 9.2"