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lsqfit Documentation¶

Contents:

  • Overview and Tutorial
    • Introduction
    • Gaussian Random Variables and Error Propagation
    • Basic Fits
    • Chained Fits
    • 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
    • Debugging and Troubleshooting
  • Case Study: Simple Extrapolation
    • The Problem
    • A Bad Solution
    • A Better Solution — Priors
    • Bayes Factors
    • Another Solution — Marginalization
  • Case Study: Pendulum
    • The Problem
    • Pendulum Dynamics
    • Two Types of Input Data
  • lsqfit - Nonlinear Least Squares Fitting
    • Introduction
    • nonlinear_fit Objects
    • Functions
    • Other Classes
    • Requirements

Indices and tables¶

  • Index
  • Module Index
  • Search Page

Table Of Contents

  • lsqfit Documentation
  • Indices and tables

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