Probability and Statistics - Hardcover

Morris, DeGroot; Mark, Schervish

Hardcover

ISBN 10: 0321500466 ISBN 13: 9780321500465

Verlag: Addison Wesley, 2010

Inhaltsangabe

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.

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Reseña del editor

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.

Details zur Ausgabe

• Verlag: Addison Wesley
• Erscheinungsdatum: 2010
• ISBN 10: 0321500466
• ISBN 13: 9780321500465
• Einband: Tapa dura
• Sprache: Englisch
• Anzahl der Seiten: 912
• Kontakt zum Hersteller: Nicht verfügbar