Probability Distributions - Mean, Variance, MGF Derivation
Offered By: YouTube
Course Description
Overview
Syllabus
Normal Distribution | Derivation of Mean, Variance & Moment Generating Function (MGF) in English.
Binomial Distribution - Derivation of Mean, Variance & Moment Generating Function in English.
Bernoulli Distribution - Derivation of Mean, Variance & Moment Generating Function (English).
Poisson Distribution - Derivation of Mean, Variance & Moment Generating Function in English.
Uniform Distribution (Continuous) - Derivation of Mean, Variance & Moment Gen. Function (in English).
HyperGeometric Distribution - Derivation of Mean and Variance (English).
Negative Binomial Distribution - Derivation of Mean, Variance & Moment Generating Function (English).
Geometric Distribution - Derivation of Mean, Variance & Moment Generating Function (English).
Gamma Distribution - Derivation of Mean, Variance & Moment Generating Function (MGF) (English).
Exponential Distribution - Derivation of Mean, Variance & Moment Generating Function (MGF) (English).
Chi Squared Distribution | Derivation of Mean, Variance & Moment Generating function (MGF) (English).
Weibull Distribution | Derivation of Mean, Variance & Moments (in English).
Log-Normal Distribution | Derivation of Mean, Variance & Moments (in English).
Beta Distribution | Derivation of Mean, Variance & MGF (in English).
Double Exponential Distribution | Derivation of Mean, Variance & MGF (in English).
Derivation of Moments of Normal Distribution.
Student's t Distribution: Derivation of Mean (in English).
Student's t Distribution: Derivation of Variance (in English).
Discrete Uniform Distribution Derivation of Mean (in English).
Discrete Uniform Distribution Derivation of Variance (in English).
Discrete Uniform Distribution Derivation of MGF (in English).
Discrete Uniform Distribution - Derivation of Mean, Variance, and MGF (Simple Version).
Taught by
Computation Empire
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