The probability density function (PDF) is an expression used in statistics that defines the probability that some outcome will occur. In this function, the probability is the percentage of a ...
Pishro-Nik's: Introduction to Probability, Statistics and Random Processes is a very accessible ... and have made my Jupyter notebook for this chapter available here. Link to PDF of book.
Key topics include quantifying uncertainty with probability, descriptive statistics, point and interval estimation of means and proportions, the basics of hypothesis testing, and a selection of ...
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, ...
This module provides an introduction to probability and statistics. Axiomatic probability theory, including Bayes’ Theorem, is discussed briefly. Key discrete and continuous probability modules (such ...
Foundational issues in statistical mechanics and the more general question of how probability is to be understood in the context of physical theories are both areas that have been neglected by ...
Let $X$ be a continuous random variable. A probability density function (pdf) $f(x)$ is an integrable function where \[\int\limits_a^b f(x) \mathrm{d} x = \mathrm{P ...
Research of the probability and statistics group includes particle systems, theoretical statistics, non-conventional random walks, random matrix theory, and random polynomials. Research interests also ...
Introduction to Probability and Statistics for Data Science provides a solid course in the fundamental concepts, methods and theory of statistics for students in statistics, data science, ...
the use of statistics is ubiquitous in science, engineering, medicine and epidemiology, marketing, and many other application areas. Probability theory provides a mathematical framework for studying ...
Core concept 5.2 explores making informed choices about which statistical analysis and representation to use for different types of data, as well as the effect on interpretation. Core concept 5.3 ...
What is it and how does it work? Probability and Statistics is an introductory statistics course offered through the Open Learning Initiative (OLI). It is designed to teach the basic concepts of ...