Welcome to StatBook v1 Documentation!
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Welcome to the ultimate guide for StatBook v1! Whether you're looking for ways to generate random variables in a more diverse and/or dynamic way than math.random does, looking to predict the next move of a player, consistently update analytics for product sales, or simply curious about random variable generations and hypothesis testing, you're in the right place!
What Will You Find Here?
- Comprehensive Guides: From the basic statistical functions to complex hypothesis testing, we've got you covered.
- Code Examples: Looking for Lua code snippets? This is your go-to resource.
- Advanced Techniques: Understand the maths and mechanics behind linear regression, random variable generations, and more.
Table of Contents
- How To Use: New here? Start with this guide to make the most out of this documentation.
Hypothesis Testing
- Inference - used for measuring if the distributions of samples differ
- Multiple Linear Regression - measure correlations between predictors and a dependent variable
- Predict Y
Categorical Testing
- Odds Ratio
- One Sample Proportion CI
- Two Proportion Inference
- Goodness of Fit
- Chi-Square Independence
Random Variate Generation
Non-Scaled
- Generate Standard Normal
- Generate Normal
- Generate Gamma
- Generate Inverse Gamma
- Generate Exponential
- Generate Beta
- Generate Log Normal
- Generate Beta Prime
- Generate Levy
- Generate Poisson
- Generate Cauchy
- Generate Weibull
- Generate Chi Square
- Generate Pareto
- Generate T
Scaled
- Generate Standard Normal Scaled
- Generate Normal Scaled
- Generate Log Normal Scaled
- Generate Cauchy Scaled
- Generate Exponential Scaled
- Generate Gamma Scaled
- Generate Beta Scaled
Other
Basic Statistics
Complex Functions
- Error Function
- Inverse Error Function
- Gamma Function
- Hypergeometric 2F1
- Incomplete Beta
- Regularized Incomplete Beta
Matrix Operations
- Matrix Addition
- Matrix Subtraction
- Matrix Multiplication
- Scalar Matrix Multiplication
- Matrix Transposition
- Matrix Inversion
Contributing
We welcome contributions! Feel free to submit an issue on the Roblox developer forum page or create a pull request.
Last Updated: October 3, 2023