Numerical Methods for Statistics
Learning Outcome
On successful completion of this course students wll be able to: Estimate computed errors; Select methods that yield small errors (if possible); Approximate roots of equations using bisection, Newton’s method, and method of fixed point iteration; perform error analysis; Explain of interpolation, extrapolation, numerical integration, and numerical differentiation; know how to approximate definite integrals and derivatives
Topics
- Linear Algebraic Equations
- Interpolation
- Curve Fitting
- Root of Equations
- Numerical differentiation
- Numerical integration
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