Probability for Physicists This book is designed as a practical and intuitive introduction to probability statistics and random quantities for physicists. The book aims at getting to the main points by a clear hands on exposition supported by well illustrated and worked out examples. A strong focus on applications in physics and other natural sciences is maintained throughout. In addition to basic concepts of random variables distributions expected values and statistics the book discusses the notions of entropy Markov processes and fundamentals of random number generation and Monte Carlo methods. Basic Terminology Probability Distributions Special Continuous Probability Distributions Expected Values Special Discrete Probability Distributions Convolution Samples Estimation of Parameters and Statistical Tests Regression Entropy Markov Processes Generation of Pseudorandom Numbers Monte Carlo Method Stochastic Population Modeling.