Computational Statistics

Introduction.

• the Bisection Method for Root-finding on an Interval
• the Newton-Raphson Method for Root-finding
• Gradient Descent Algorithm in the 2D Plane
• Sample Mean Monte Carlo Integration
• Hit or Miss Monte Carlo Integration