Probability and statistics

著者

• DeGroot, Morris H.
• Schervish, Mark J.

書誌事項

Probability and statistics

Morris H. DeGroot, Mark J. Schervish

Pearson Education, c2012

4th ed

注記

Includes bibliographical references (p. 879-883) and index

内容説明・目次

内容説明

The revision of this well-respected text presents a balanced approach of the classical and Bayesian methods and now includes a chapter on simulation (including Markov chain Monte Carlo and the Bootstrap), coverage of residual analysis in linear models, and many examples using real data. Calculus is assumed as a prerequisite, and a familiarity with the concepts and elementary properties of vectors and matrices is a plus. ? KEY TOPICS: Introduction to Probability; Conditional Probability; Random Variables and Distributions; Expectation; Special Distributions; Large Random Samples; Estimation; Sampling Distributions of Estimators; Testing Hypotheses; Categorical Data and Nonparametric Methods; Linear Statistical Models; Simulation ? MARKET: For all readers interested in probability and statistics.

目次

1. Introduction to Probability 2. Conditional Probability 3. Random Variables and Distributions 4. Expectation 5. Special Distributions 6. Large Random Samples 7. Estimation 8. Sampling Distributions of Estimators 9. Testing Hypotheses 10. Categorical Data and Nonparametric Methods 11. Linear Statistical Models 12. Simulation

「Nielsen BookData」 より

• NII書誌ID(NCID): BB05007744
• ISBN:
  • 9780321500465
• LCCN: 2010001486
• 出版国コード: us
• タイトル言語コード: eng
• 本文言語コード: eng
• 出版地: Boston ; Tokyo
• ページ数/冊数: xiv, 893 p.
• 大きさ: 26 cm
• 分類:
  • LCC : QA273
  • DC22 : 519.2
• 件名:
  • LCSH : Probabilities -- Textbooks
  • LCSH : Mathematical statistics -- Textbooks