Bootstrap Confidence Intervals

Bootstrap confidence interval

Bootstrap Estimate of Standard Error

Introduction to Bootstrap: Notation

Importance Sampling

Monte Carlo Integration

Basic Sampling Methods: Inverse transform, Accept Reject

Optimization in Statistics: Max Likelihood estimates

Optimization: Newton's Method

Univariate Optimization : Secant's method

Introduction to Computational Statistics : preliminaries