Kao E An Introduction to Probability With Mathematica 2ed 2025

Kao E An Introduction to Probability With Mathematica 2ed 2025

General:

Name: Kao E An Introduction to Probability With Mathematica 2ed 2025
Format: pdf
Size: 36.99 MB

Book:

Title: An Introduction to Probability with Mathematica® (Second Edition)
Author: Edward P.C. Kao
Language: angielski
Year: 2022
Subjects: Science & Technology, Mathematics, Probability Theory, Statistics
Publisher: WSPC
ISBN: 9789811245459
Total pages: 450

Description:

The main objective of this text is to facilitate a student’s smooth learning transition from a course on probability to its applications in various areas. To achieve this goal, students are encouraged to experiment numerically with problems requiring computer solutions.
Contents:

  • Preface
  • Notations and Abbreviations
  • Permutation and Combination
  • Axiom of Probability
  • Conditional Probability
  • Random Variables
  • Discrete Random Variables
  • Continuous Random Variables
  • Jointly Distributed Random Variables
  • Dependence
  • Limit Theorems
  • A Terse Introduction to Mathematica
  • Answers to Odd-Numbered Problems
  • Index

Readership: Undergraduate students specialising in mathematics, engineering, computer science, actuarial science and business.
Key Features:

  • Uses MATHEMATICA as vehicle for experimenting with probability and its applications as opposed to an expositional medium for pedagogical purposes
  • Places more emphases on applications in various areas – particularly in financial mathematics and data analysis
  • Includes transform methods as a staple for working with random variables

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