Em-Algorithm
3 posts
-
Bivariate Poisson Regression with Expectation-Maximisation
Modeling correlated count data using bivariate Poisson regression with EM algorithm. Handle overdispersion and correlation in count models.
- poisson
- regression
- em-algorithm
- statistics
- python
-
The EM Algorithm Part 2: Censored Linear Regression
Part 2: Applying EM algorithm to censored linear regression. Handle missing data and truncated observations in statistical modeling.
- em-algorithm
- regression
- censored-data
- statistics
- pymc
-
The EM Algorithm Part 1: Gaussian Mixture Models
Part 1: Introduction to EM algorithm with Gaussian Mixture Models. Learn expectation-maximization for unsupervised clustering and density estimation.
- em-algorithm
- gaussian-mixture
- clustering
- statistics
- python