This book is intended to serve as both a graduate-level textbook and a technical reference. The focus is on fundamental concepts, analytical techniques, and basic empirical methods. The only prerequisite is an introductory course on Fourier analysi

Read More »# Tag Archives: Probability

## Modern Cryptography, Probalistic Proofs and Pseudorandomness

Cryptography is one of the most active areas in current mathematics research and applications. This book focuses on cryptography along with two related areas: the study of probabilistic proof systems, and the theory of computational pseudorandomnes

Read More »## Discrete Structures for Computer Science: Counting, Recursion, and Probability

This book provides a broad introduction to some of the most fascinating and beautiful areas of discrete mathematical structures. It starts with a chapter on sets and goes on to provide examples in logic, applications of the principle of inclusion and

Read More »## Probability for Finance

This book provides technical support for students in finance. It reviews the main probabilistic tools used in financial models in a pedagogical way, starting from simple concepts like random variables and tribes and going to more sophisticated ones l

Read More »## Introduction to Probability and Statistics Using R

This is a textbook for an undergraduate course in probability and statistics. The approximate prerequisites are two or three semesters of calculus and some linear algebra. Students attending the class include mathematics, engineering, and computer sc

Read More »## Probabilistic Programming and Bayesian Methods for Hackers

Master Bayesian Inference through Practical Examples and Computation - Without Advanced Mathematical AnalysisBayesian methods of inference are deeply natural and extremely powerful. However, most discussions of Bayesian inference rely on intensely co

Read More »## Probability Theory: The Logic of Science

Going beyond the conventional mathematics of probability theory, this study views the subject in a wider context. It discusses new results, along with applications of probability theory to a variety of problems. The book contains many exercises and i

Read More »## Probability Theory and Mathematical Statistics

This book is an introduction to probability and mathematical statistics intended for students already having some elementary mathematical background.This book is both a tutorial and a textbook. This book presents an introduction to probability and ma

Read More »## Probability: Theory and Examples

This book is a classic introduction to probability theory covering laws of large numbers, central limit theorems, random walks, martingales, Markov chains, ergodic theorems, and Brownian motion. It is a comprehensive treatment concentrating on the re

Read More »## Probability and Statistics: A Course for Physicists and Engineers

This book offers an introduction to concepts of probability theory, probability distributions relevant in the applied sciences, as well as basics of sampling distributions, estimation and hypothesis testing. As a companion for classes for engineers a

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