Probability, Statistics And Random Processes is a comprehensive reference book on the basics of probability, statistics and some important random processes.
Summary Of The Book
This is the third edition of the bestselling titleProbability, Statistics And Random Processesdesigned for undergraduate students. It provides a thorough introduction to the fundamental concepts of probability theory and random processes.
Students of mathematics who have to study Probability and Statistics methods will find this book highly beneficial. It teaches students how these methods are executed. The various topics covered here include Probability Theory, Random Variables, Statistical Averages, Random Processes, Queueing Theory, and Design of Experiments.
Probability, Statistics And Random Processesis written for beginners, but it does provide them a flavor of the advanced work as well. The author provides an ideal combination of theory and applications here. The third edition is appropriately revised and updated to accommodate other important topics in accordance with the revised syllabus. It includes complete coverage of important topics such as Statistical Measures of Central Tendency, Moments of a Random Variable, Kurtosis and Skewness.
The sequence of the third edition ofProbability, Statistics And Random Processesremains similar to the one present in the second edition. However, numerous new sections have been added in this edition. This revised edition comes with additional concepts on the basics of statistical measures.
Probability, Statistics And Random Processesincludes in-depth introductions on Linear Correlation and Regression. The author explains Special Probability Distributions and their interrelation and has added new exercises and problems. Students can further enhance their knowledge with the help of more than 350 problems and over 1100 numerical questions.
About T. Veerarajan
T. Veerarajan is a well-experienced academician and author in the field of science.
He has published several other books such asTransforms And Partial Differential Equations, Discrete Mathematics: With Graph Theory and Combinatorics, Numerical Methods With Programs in C,andEngineering Mathematics.
Veerarajan is a gold medalist from Madras University and has had a brilliant academic career throughout. He works atSree Sowdambika College of Engineering, Aruppukottai, as the head of the Department of Science and Humanities. He has been teaching in different leading engineering colleges at both, postgraduate and undergraduate levels, for over 42 years now.
Table of Contents
Chapter 1. Probability Theory 1
Chapter 2. Random Variables 33
Chapter 3. Functions of Random Variables 83
Chapter 4. Statistical Averages 111
Chapter 5. Some Special Probability Distributions 208
Chapter 6. Random Processes 290
Chapter 7. Special Random Process 354
Chapter 8. Tests of Hypotheses 419
Chapter 9. Queueing Theory 492
Chapter 10. Design of Experiments