Distribution Fitting Articles

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Frequently Asked Questions

• What Is Distribution Fitting?
• Who & Why Should Use Distributions?
• Why Is It Important To Select The Best Fitting Distribution?
• Can't I Just Assume The Normal Distribution?
• Which Distribution Should I Choose?
• How Can I Apply The Selected Distribution?
• Why Use Distribution Fitting Software?

Distribution Fitting Tutorials

• Distribution Fitting Overview - Preliminary Steps
• Distribution Fitting Overview - Analysis & Applications
• How To Specify Your Input Data
• Which Distribution Types To Consider
• Automated and Manual Distribution Fitting
• How To Select The Best Fitting Distribution (Using GOF Tests)
• Using Distribution Graphs

Typical Applications of Probability Distributions

• Calculating Probabilities Using Distributions
• Making Estimates & Projections Using Distributions

Probability Data Analysis in Excel

Coming soon:
• Why Use Excel for Probability Data Analysis
• Calculating Probabilities in Excel
• How To Fit Distributions in Excel
• How To Generate Random Numbers in Excel Worksheets
• Using Distributions in VBA Applications
• Monte Carlo Simulation Using Excel VBA

Specific Distributions

• Extreme Value Distributions

Goodness of Fit Tests

• Introduction
• Kolmogorov-Smirnov
• Anderson-Darling
• Chi-Squared

Distribution Graphs

• Probability Density Function
• Cumulative Distribution Function
• Survival Function
• Hazard Function

Probability Distributions