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Methods in Computational Physics - Coggle Diagram
Methods in Computational Physics
Statistics for Physicists
Parameter Determination
Polyfit
Chi Square
Least Square Method
Maximum Likelihood
Kinematic Fitting
Hypothesis Testing
Test of Significance
Parametric Test
Distributions
Mean
Variance
Errors
Combining Errors
Non-Linear
Error Matrix method
Linear
Monte Carlo Techniques
Monte Carlo Integration
Hit and Miss method
Direct Sampling
Stratified Sampling
Non- Uniform sampling
Adaptive techniques
Importance Sampling
Metropolis Method
Generators
Gaussian / Normal Deviates
Uniform Deviates, ...
Exponential Deviates
Buffon's Needle
Random Walk
Numerical Methods
Integration
Simpsons Rule
Trapezoidal Rule
Root Finding
Newton Rhapson Methods
Secant Method
Iterative Method
Differentiation
3 - point formula
5 - point formula
2 - point formula
Ordinary Differential Equations
Boundary Value Problems
Matrix Method
Shooting Method
Initial Value Problems
Runge Kutta Method
3rd order
4th order
2nd order
Euler's Method
Numerical ODE solvers
ODE23
ODE45
Systems of Linear Equations
Interpolation
Polynomial Interpolation
Piecewise Interpolation
Linear Interpolation
1D vs 2D interpolations