Bayesian Statistics: Techniques and Models

Por: Coursera . en: Matemáticas, Estadística y Probabilidad, Coursera

Statistical modeling and Monte Carlo estimation

Statistical modeling, Bayesian modeling, Monte Carlo estimation

Markov chain Monte Carlo (MCMC)

Metropolis-Hastings, Gibbs sampling, assessing convergence

Common statistical models

Linear regression, ANOVA, logistic regression, multiple factor ANOVA

Count data and hierarchical modeling

Poisson regression, hierarchical modeling

Capstone project

Peer-reviewed data analysis project

Plataforma

Coursera

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