About this document
Estimation Techniques by Prithwijit Guha by Nagula Suprika is a document available to read on EtoBox.
The document discusses parametric estimation, focusing on estimators, maximum likelihood estimation (MLE), and mixture models, particularly Gaussian mixture models. It covers key concepts such as bias and variance in estimators, the analysis of mean and variance estimators, and the process of estimating parameters from data. The document emphasizes the importance of unbiased estimators and the relationship between sample size and variance.
- Author
- Nagula Suprika
- Language
- EN