Abstract: Information Theory and Statistics: A Tutorial is concerned with applications of information theory concepts in statistics, in the finite alphabet setting. The topics covered include large ...

Growth and change in technology have brought a boom in the availability of data and the need for people to shape technologies. Growing areas like machine learning require expertise in programming, ...

Python-Math-Statistics is a curated collection of mathematical and statistical concepts implemented in Python. It serves as a practical resource for learners and professionals to strengthen their ...

Provides a one-semester course in probability and statistics with applications in the engineering sciences. Probability of events, discrete and continuous random variables cumulative distribution, ...

Addresses the topics of probability, random variables, discrete and continuous densities, expectation and variance, special distributions (binomial, Poisson, normal, etc.), moment generating functions ...

Complete DataFrame data processing functionality CSV文件读写：支持自定义分隔符、表头、编码设置 / CSV file read/write: custom delimiters, headers, encoding settings 灵活数据切片：行切片、列切片、通用切片，支持负数索引和步长 / Flexible data slicing: ...

It's free, simple and secure. There are over 5 million car accidents in the U.S. each year. The number of accidents decreased by 22% between 2019 and 2020, and the number of people injured per year ...

Welcome to the Department of Mathematics and Statistics in the College of Computational, Mathematical and Physical Sciences at the University of Guelph. We are an active and dynamic group of ...

Wondering how hard the FE exam is? Learn about pass rates, study timelines, and strategies to prepare for this crucial first step.

In his decades-long career in tech journalism, Dennis has written about nearly every type of hardware and software. He was a founding editor of Ziff Davis’ Computer Select in the 1990s, senior ...

Let $\mathscr{N}_g(\mu,j)$ denote the number of connected labeled $\mu$-valent graphs with $j$ vertices that can be embedded in a compact Riemann surface of minimal ...