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#Moment Generating Functions

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Professor Knudson

Moment Generating Functions

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Explore moment generating functions in-depth with Professor Knudson's comprehensive 8-part video series, covering theory and applications in probability and statistics.
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8 Lesons
30 minutes
On-Demand
Free-Video
Harvard University

Statistics 110 - Probability

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Comprehensive introduction to probability theory, covering fundamental concepts, distributions, and applications. Ideal for understanding statistics, science, and randomness in various fields.
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35 Lesons
1 day 3 hours
On-Demand
Free-Video
statisticsmatt

Statistical Theory

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Explore advanced statistical concepts, proofs, and applications using R, covering topics from probability distributions to matrix properties and confidence intervals.
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29 Lesons
5 hours
On-Demand
Free-Video
statisticsmatt

Characteristic, Moment Generating, Factorial Generating Functions

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Explore generating functions in probability theory, including characteristic, moment, and factorial, with applications to various distributions and statistical problems.
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24 Lesons
3 hours 30 minutes
On-Demand
Free-Video

Probability Distributions - Mean, Variance, MGF Derivation

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Comprehensive video series on deriving mean, variance, and moment generating functions for various probability distributions, covering normal, binomial, Poisson, and more.
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22 Lesons
8 hours
On-Demand
Free-Video
Statistics is Fun A.H

Binomial Distribution

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Learn about binomial distribution's M.G.F, C.G.F, and its approximation to Poisson using various methods including Stirling's formula and characteristic functions.
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5 Lesons
30 minutes
On-Demand
Free-Video
Statistics is Fun A.H

Gamma Distribution

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Learn about the Gamma distribution's properties, including its mean, variance, and moment generating function, as well as related gamma function properties and proofs.
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10 Lesons
1 hour 30 minutes
On-Demand
Free-Video
Statistics is Fun A.H

Normal Distribution

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Explore the normal distribution, including coin toss probabilities, moment generating functions, and calculating areas under the curve.
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5 Lesons
30 minutes
On-Demand
Free-Video

Probability for Actuarial Science

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Comprehensive preparation for actuarial probability exams, covering key concepts from set theory to multivariate distributions with practical examples and visual explanations.
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41 Lesons
11 hours
On-Demand
Free-Video
International Centre for Theoretical Sciences

Fundamentals of Heavy-tails: Properties and Emergence - Lecture 5

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Explore heavy-tailed distributions: properties, emergence, and applications in probability theory. Gain insights into advanced stochastic processes and their mathematical foundations.
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1 Lesons
1 hour 54 minutes
On-Demand
Free-Video