Probability and Statistical Inference 3rd Edition Magdalena Niewiadomska-Bugaj

Probability and Statistical Inference – Ebook Instant Download/Delivery ISBN(s): 9781119243809,9781119243816,9781119243823,1119243807,1119243815,1119243823

Product details:

• ISBN-10 ‏ : ‎ 1119243807
• ISBN-13 ‏ : ‎ 978-1119243809
• Author(s): Magdalena Niewiadomska-Bugaj, Robert Bartoszyński

Probability and Statistical Inference, Third Edition helps students grasp essential concepts of statistics and its probabilistic foundations. This book focuses on the development of intuition and understanding in the subject through a wealth of examples illustrating concepts, theorems, and methods. The reader will recognize and fully understand the why and not just the how behind the introduced material.

In this Third Edition, the reader will find a new chapter on Bayesian statistics, 70 new problems and an appendix with the supporting R code. This book is suitable for upper-level undergraduates or first-year graduate students studying statistics or related disciplines, such as mathematics or engineering. This Third Edition:

• Introduces an all-new chapter on Bayesian statistics and offers thorough explanations of advanced statistics and probability topics
• Includes 650 problems and over 400 examples – an excellent resource for the mathematical statistics class sequence in the increasingly popular “flipped classroom” format

Table contents:

1 Experiments, Sample Spaces, and Events 1

2 Probability 21

3 Counting 39

4 Conditional Probability, Independence, and Markov Chains 59

5 Random Variables: Univariate Case 93

6 Random Variables: Multivariate Case 123

7 Expectation 163

8 Selected Families of Distributions 211

9 Random Samples 259

10 Introduction to Statistical Inference 295

11 Estimation 309

12 Testing Statistical Hypotheses 373

13 Linear Models 429

14 Rank Methods 467

15 Analysis of Categorical Data 491

16 Basics of Bayesian Statistics 521

Index 571

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