Probability and Statistical Inference 3rd Edition by Magdalena Niewiadomska-Bugaj, Robert Bartoszynski – Ebook PDF Instant Download/DeliveryISBN: 1119243807, 978-1119243809
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Product details:
ISBN-10 : 1119243807
ISBN-13 : 978-1119243809
Author : Magdalena Niewiadomska-Bugaj, Robert Bartoszynski
Updated classic statistics text, with new problems and examples
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.
Probability and Statistical Inference 3rd Table of contents:
CHAPTER 1
Experiments, Sample Spaces, and Events (Pages: 1-20)
CHAPTER 2
Probability (Pages: 21-38)
CHAPTER 3
Counting (Pages: 39-58)
CHAPTER 4
Conditional Probability, Independence, and Markov Chains (Pages: 59-92)
CHAPTER 5
Random Variables: Univariate Case (Pages: 93-121)
CHAPTER 6
Random Variables: Multivariate Case (Pages: 123-161)
CHAPTER 7
Expectation (Pages: 163-210)
CHAPTER 8
Selected Families of Distributions (Pages: 211-258)
CHAPTER 9
Random Samples (Pages: 259-294)
CHAPTER 10
Introduction to Statistical Inference (Pages: 295-308)
CHAPTER 11
Estimation (Pages: 309-371)
CHAPTER 12
Testing Statistical Hypotheses (Pages: 373-428)
CHAPTER 13
Linear Models (Pages: 429-465)
CHAPTER 14
Rank Methods (Pages: 467-489)
CHAPTER 15
Analysis of Categorical Data (Pages: 491-520)
CHAPTER 16
Basics of Bayesian Statistics (Pages: 521-543)
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Tags: Probability, Statistical Inference, Magdalena Niewiadomska Bugaj, Robert Bartoszynski