4. Discrete Distributions: Binomial, Poisson and Hypergeometric | Statistics for Data Science

Dr. Bharatendra Rai
Dr. Bharatendra Rai
34.1 هزار بار بازدید - 9 سال پیش - Includes examples and solved problems
Includes examples and solved problems from Binomial, Poisson, and Hypergeometric distributions. Also includes use of Microsoft Excel functions for calculating Binomial, Poisson, and Hypergeometric probabilities.

00:00 Introduction
00:30 What is a random variable
04:12 Probability distribution
04:25 Mean, variance and standard deviation from probability distribution table
06:18 Uniform probability distribution
07:01 Binomial distribution
16:05 Excel function for binomial distribution
19:24 Binomial mean, variance and standard distribution
21:21 Application of binomial distribution to Plinko game
25:30 Defectives versus defects
27:46 Poisson distribution: mean variance and Excel function
28:42 Airline passenger example
30:30 Hypergeometric distribution: When to use?
33:10 Cards example
35:08 Good and bad batteries example
36:15 Restaurant example

#binomial #poisson #hypergeometric #businessstatistics #datascience #statistics
9 سال پیش در تاریخ 1394/02/20 منتشر شده است.
34,119 بـار بازدید شده
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