Empirical probability

Formal sciences
Statistics
Statistical inference
Mathematical statistics

About
Privacy
Disclaimer

Graph Chatbot

Related lectures (30)

Page 2 of 3

Statistical Inference: Exponential Families and Likelihoods

Explores exponential families, likelihood functions, and model regularity in statistical inference.

Generative Models: Logistic Regression & Gaussian Distribution

Explores generative models, logistic regression, and Gaussian distribution for approximating posterior probabilities and optimizing model performance.

Multi-arm bandits: Distribution Estimation

Covers multi-arm bandits and distribution estimation, emphasizing the importance of robust estimators.

Nonparametric Estimation: Empirical Likelihood Approach

Explores nonparametric estimation using the empirical likelihood approach and discusses the computation of probabilities and empirical estimation.

Risk, Variation, and Uncertainty

Explores risk, variation, and uncertainty in disaster risk reduction through probability models and loss functions.

Law of Large Numbers: Probability

Explores the convergence of averages of random variables and empirical frequencies in probability theory.

Generalized Bayes Theorem: Vaccines and Population Probability

Explores the Generalized Bayes Theorem with three vaccines and population probabilities.

Price Returns Analysis

Covers the analysis of heavy-tailed price returns and clustered volatility in financial data.

Logistic Regression: Probability Modeling

Covers logistic regression for binary classification using probability modeling and optimization methods.

Random Variables and Expected Value

Introduces random variables, probability distributions, and expected values through practical examples.