George G. Roussas
An Introduction to Probability and Statistical Inference
Paperback Engels 2024 9780443187209Levertijd ongeveer 9 werkdagen
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Samenvatting
An Introduction to Probability and Statistical Inference, Third Edition guides the reader through probability models and statistical methods to develop critical-thinking skills. Written by award-winning author George Roussas, this valuable text introduces a thinking process to help users obtain the best solution to a posed question or situation and provides a plethora of examples and exercises to illustrate applying statistical methods to different situations.
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Inhoudsopgave
1. Some Motivating Examples and Some Fundamental Concepts<br>2. The Concept of Probability and Some Basic Results<br>3. Numerical Characteristics of a Random Variable, Some Special Random Variables<br>4. Joint and Conditional p.d.f.'s, Conditional Expectation and Variance, Moment Generating Function, Covariance and Correlation Coefficient<br>5. Independence of Random Variables and Some Applications<br>6. Transformation of Random Variables<br>7. Some Modes of Convergence of Random Variables, Applications<br>8. An Overview of Statistical Inference<br>9. Point Estimation<br>10. Confidence Intervals and Confidence Regions<br>11. Testing Hypotheses<br>12. More About Testing Hypotheses<br>13. A Simple Linear Regression Model<br>14. Two Models of Analysis of Variance<br>15. Some Topics in Nonparametric Inference<br>16. Appendix
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