Probability Distributions: Types, Properties, and Transformations - Prof. Mevin B. Hooten, Study notes of Statistics

An overview of various probability distributions, including their discrete or continuous nature, probability density functions (pdf) or probability mass functions (pmf), and key properties such as expectation and variance. Distributions like bernoulli, binomial, geometric, negative binomial, poisson, uniform, exponential, normal, chi-squared, t, and f. It also includes tables for conversion to standard normal distribution.

Typology: Study notes

Pre 2010

Uploaded on 07/30/2009

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Probability Distributions
Page 1
Distribution discrete or continuous
Bernoulli discrete
Binomial discrete
Geometric discrete
Negative Binomial discrete
Poisson discrete
Uniform continuous
Exponential continuous
pdf or pmf
pf3
pf4

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Distribution discrete or continuous Bernoulli discrete Binomial discrete Geometric discrete Negative Binomial discrete Poisson discrete Uniform continuous Exponential continuous pdf or pmf

Normal continuous Standard Normal continuous Chi-Squared continuous NA t continuous NA F continuous NA

Convert to Std. Norm. Table Table Table NA Table NA NA