Probability, Statistics, and Random Signals

  • 6h 6m
  • Boncelet
  • Oxford University Press (US)
  • 2021

Probability, Statistics, and Random Signals offers a comprehensive treatment of probability, giving equal treatment to discrete and continuous probability. The topic of statistics is presented as the application of probability to data analysis, not as a cookbook of statistical recipes. This student-friendly text features accessible descriptions and highly engaging exercises on topics like gambling, the birthday paradox, and financial decision-making.

In this Book

  • Probability Basics
  • Conditional Probability
  • A Little Combinatorics
  • Discrete Probabilities and Random Variables
  • Multiple Discrete Random Variables
  • Binomial Probabilities
  • A Continuous Random Variable
  • Multiple Continuous Random Variables
  • The Gaussian and Related Distributions
  • Elements of Statistics
  • Gaussian Random Vectors and Linear Regression
  • Hypothesis Testing
  • Random Signals and Noise
  • Selected Random Processes