Probability and Statistics

Morris deGroot, Mark Schervish (Autoren)

Buch | Hardcover

912 Seiten

2010 | 4th edition
Pearson (Verlag)
978-0-321-50046-5 (ISBN)

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Probability and Statistics (Classic Version)

Morris deGroot, Mark Schervish

2018, 4. Auflage

Buch | Softcover

135, ⁶⁰ €

zur Neuauflage

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.

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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

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MARKET: For all readers interested in probability and statistics.

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

Erscheint lt. Verlag	3.12.2010
Sprache	englisch
Maße	10 x 10 mm
Gewicht	1580 g
Themenwelt	Mathematik / Informatik ► Mathematik ► Statistik
Themenwelt	Mathematik / Informatik ► Mathematik ► Wahrscheinlichkeit / Kombinatorik
ISBN-10	0-321-50046-6 / 0321500466
ISBN-13	978-0-321-50046-5 / 9780321500465
Zustand	Neuware