Exercises in Statistical Inference with detailed solutions
Publisher: Bookboon
Published: 2013
ISBN-13: 9788740307528
Table of contents: title: Sisältö; title: Introduction; title: Purpose of this book; title: Chapter content and plan of the book; title: Statistical tables and facilities; title: Basic probability and mathematics; title: Probability distributions of discrete and continuous random variables; title: Some distributions; title: Mathematics; title: Final words; title: Sampling Distributions; title: Some exact sampling distributions; title: Sample moments; title: Asymptotic and approximate results in sampling theory; title: Final words; title: Point estimation; title: Concepts; title: Requirements on estimators; title: Estimation methods; title: Final words; title: Interval estimation; title: Concepts; title: CIs in small samples by means of pivotal statistics; title: Approximate CIs in large samples based on Central Limit Theorems; title: Some further topics; title: Final words; title: Hypothesis Testing; title: Concepts; title: Methods of finding tests; title: The power of normally distributed statistics; title: Adjusted p-values for simultaneous inference; title: Randomized tests; title: Some tests for linear models; title: Final wjords