Mediaspace scheduled maintenance: Aug 25, 2026 07:00 - 12:00 AM. During this time, videos will be temporarily unavailable. Check status updates.

Home

Lecture

Probability and Statistics

About
Privacy
Disclaimer

Graph Chatbot

Related lectures (54)

Martingales and Brownian Motion: Reflection Principle Log in to Mediaspace to watch this video

Explores the reflection principle in martingales and Brownian motion, simplifying probability calculations.

Hydrologic and Hydraulic Design Log in to Mediaspace to watch this video

Explores the design of engineering works for floods, focusing on 100-year flood determination and the collapse of levees during extreme events.

Special Families of Models Log in to Mediaspace to watch this video

Explores completeness, minimal sufficiency, and special statistical models, focusing on exponential and transformation families.

Random Variables: Introduction and Bernoulli Trials Log in to Mediaspace to watch this video

Introduces random variables, approximation, convergence, and Bernoulli trials in statistics.

Statistics: Exploratory Data Analysis Log in to Mediaspace to watch this video

Introduces statistics basics, including data analysis and probability theory, emphasizing central tendency, dispersion, and distribution shapes.

Fracture Mechanics: Crack Growth and Weakest Link Log in to Mediaspace to watch this video

Explores fracture mechanics, crack growth, and the weakest link theory, emphasizing the statistical distribution of crack sizes and the significance of the largest crack in material failure.

Characterization of Stochastic Processes: Theory and Applications Log in to Mediaspace to watch this video

Covers the characterization of stochastic processes, focusing on their mathematical foundations and real-world applications.

Stochastic Processes: Definitions and Examples Log in to Mediaspace to watch this video

Covers the definitions and examples of continuous-time stochastic processes.

Expectation Properties: Linearity, Inclusion-Exclusion Formula Log in to Mediaspace to watch this video

Covers the properties of expectation and examples of calculating expectations for random variables.

Joint Random Variables: Marginal Laws Log in to Mediaspace to watch this video

Explains joint random variables, marginal laws, and independence implications.

Random Variables and Covariance Log in to Mediaspace to watch this video

Covers random variables, variances, and covariance, as well as the probability in random graphs.

Generalized Linear Models Log in to Mediaspace to watch this video

Covers Generalized Linear Models, likelihood, deviance, link functions, sampling methods, Poisson regression, over-dispersion, and alternative regression models.

Probability and Statistics Log in to Mediaspace to watch this video

Covers mathematical concepts from number theory to probability and statistics.

Combinatorial Principles: Factorials and Probabilities Log in to Mediaspace to watch this video

Introduces combinatorial principles, factorials, probabilities, harmonic series convergence, and strategic decision-making in a romantic scenario.

Page 3 of 3