probability_statistics.md

Awesome Ordinary Differential Equations

Ordinary Differential Equations Learning Resources!:)

Table of Contents:

• Books
• Video Courses
• Web Based Courses
• Websites

📚Books:

Probability & Statistics for Engineers & Scientists (Paid)
Author: Ronald Walpole, Raymond Myers, Sharon Myers, Keying Ye
Publisher: Pearson

Basic Probability Theory (Free)
Author: Robert B. Ash
Book Page

Introductory Statistics (Free)
Author: Barbara Illowsky, Susan Dean
Publisher: OpenStax
Book Page

Introduction to Probability, Statistics, and Random Processes (Free)
Author: Hossein Pishro-Nik
Publisher: Kappa Research
Book Page (including videos made by the authors and calculators)

Introduction to Probility (Free)
Author: Grinstead and Snell
Web Version or PDF

Bayesian Methods in the search for MH370 (Malaysia Airlines Flight 370) (Free)
Author: Samuel Davey, Neil Gordon, Ian Holland, Jason Williams
Publisher: Springer
Book Page

Introduction to Probability and Statistics using R (Free)
Author: GJ Kerns
PDF or Official Website

Introduction to Statistics, 2nd Edition (Free)
Author: Joe Blitzstein and Jessica Hwang (Harvard STAT 110 Course)
Book Page

Probability and Statistics using with Examples using R (Free)
Author: Siva Athreya, Deepayan Sarkar and Steve Tanner
Book Page

OpenIntro Statistics, 4th Edition (Free)
Author: David M Diez, Mine Cetinkaya-Rundel, Christopher D Barr
Book Page

Think Stats - Exploratory Data Analysis in Python, 2nd Edition (Free) (using Python)
Author: Allen B. Downey
Web Version, PDF

🎞️Video Courses:

MIT RES.6-012 Introduction to Probability, Spring 2018
Instructor: John Tsitsiklis, Patrick Jaillet
Homepage, YouTube, Textbook

Statistics 110: Probability (Harvard University)
Instructor: Joe Blitzstein
Homepage, YouTube

Probability and Statistics for Engineers (Imperial College London)
Instructor: Bruno Clerckx
Videos, Lecture Notes

EE230 - Probability and Random Variables (METU)
Instructor: Elif Uysal
Homepage, YouTube

MIT 18.650 Statistics for Applications, Fall 2016
Instructor: Philippe Rigollet
Homepage, YouTube

📖Web Based Courses:

Seeing Theory – A Visual Introduction to Probability and Statistics

MATH1710 Probability and Statistics I (Including Videos)

🌐Websites:

Statistics Simulations – LearnChemE (University of Colorado Boulder)