Distributions

Dive into the world of probability and statistics with this comprehensive 10-video series on distributions. Explore key concepts such as Probability Distribution Functions (PMF, PDF, CDF), and gain a deep understanding of various distribution types including Binomial, Poisson, Hypergeometric, Exponential, Normal, t-distribution, and Chi-Squared. Learn how to define, calculate, and apply these distributions in practical scenarios. Discover why certain distributions are named as they are and how they relate to real-world phenomena. Perfect for students, professionals, and anyone looking to enhance their statistical knowledge over the course of 2.5 hours of in-depth explanations and examples.

Probability Distribution Functions (PMF, PDF, CDF).
Binomial Distribution EXPLAINED!.
Poisson Distribution EXPLAINED!.
Hypergeometric Distribution EXPLAINED!.
Exponential Distribution! Definition | Calculations | Why is it called "Exponential"?.
What is a Normal Distribution?.
What is the t-distribution? An extensive guide!.
What is the Chi-Squared distribution? Extensive video!.