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Related lectures (31)

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Continuous Random Variables: Distributions and Expectation

Explores various continuous probability distributions and expectation of random variables.

Bernoulli convolutions: The dimension of Bernoulli convolutions

Explores the dimension of Bernoulli convolutions, discussing fair tosses and polynomial roots.

Continuous Random Variables

Covers continuous random variables, probability density functions, and distributions, with practical examples.

Sub Exponential Bounds

Explores sub exponential bounds and Bernstein conditions in verifying sub exponentiality.

Chimpanzee Data Analysis

Covers the analysis of chimpanzee data on learning times and explores generalized linear models and logistic regression.

Stochastic Models for Communications

Explores mean, variance, probability functions, inequalities, and various types of random variables, including Binomial, Geometric, Poisson, and Gaussian distributions.

Probability and Statistics: Variance and Covariance Calculations

Discusses variance and covariance calculations, transformations of random variables, and mixtures in probability and statistics.

Fading Channels: Model & Performance

Covers fading channels in wireless communication, discussing models, performance, diversity, and attenuation effects.

Probability Distributions: Basics and Properties

Covers the basics of probability distributions, including mean, variance, and properties of random variables.

Probabilities and Statistics: Key Theorems and Applications

Discusses key statistical concepts, including sampling dangers, inequalities, and the Central Limit Theorem, with practical examples and applications.