Probability and Statistics

Pearson New International Edition

Morris deGroot, Mark Schervish (Autoren)

Buch | Softcover

840 Seiten

2013 | 4th edition
Pearson Education Limited (Verlag)
978-1-292-02504-9 (ISBN)

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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.

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

Erscheint lt. Verlag	6.8.2013
Verlagsort	Harlow
Sprache	englisch
Maße	215 x 276 mm
Gewicht	1860 g
Themenwelt	Schulbuch / Wörterbuch
	Mathematik / Informatik ► Mathematik ► Statistik
	Mathematik / Informatik ► Mathematik ► Wahrscheinlichkeit / Kombinatorik
ISBN-10	1-292-02504-2 / 1292025042
ISBN-13	978-1-292-02504-9 / 9781292025049
Zustand	Neuware