lsqfit Documentation¶
Contents:
- Overview and Tutorial
- Introduction
- Gaussian Random Variables and Error Propagation
- Basic Fits
- Chained Fits
- Bayesian Integrals
x
has Error Bars- Correlated Parameters; Gaussian Bayes Factor
- Tuning Priors and the Empirical Bayes Criterion
- Partial Errors and Error Budgets
y
has No Error Bars- SVD Cuts and Roundoff Error
- Bootstrap Error Analysis
- Testing Fits with Simulated Data
- Positive Parameters; Non-Gaussian Priors
- Debugging and Troubleshooting
- Case Study: Simple Extrapolation
- Case Study: Pendulum
- Case Study: Outliers and Bayesian Integrals
lsqfit
- Nonlinear Least Squares Fitting