Welcome to the Phitter Distributions Files repository! This repository contains a collection of Excel files detailing various probability distributions, both continuous and discrete.
-
Continuous Distributions: This folder contains Excel files representing different continuous probability distributions. Each file provides details, charts, and possible use-cases for the specific distribution it represents.
-
Discrete Distributions: This folder contains Excel files representing various discrete probability distributions. Each file similarly offers an in-depth understanding of its respective distribution.
-
Random Generation Sheet
- Sample Generation: Produces a random sample based on the distribution.
- Inverse Function: Computes the value based on the inverse function of the distribution.
- Parameter Description: Describes the parameters used in the distribution.
- Parametric Mean Calculation: Computes the mean of the distribution based on the parameters.
- Histogram: Provides a histogram visualization of the generated sample.
-
PDF/PMF Sheet
- Density/Mass Function: Shows the Probability Density Function (for continuous distributions) or Probability Mass Function (for discrete distributions) of the distribution.
-
CDF Sheet
- Cumulative Function: Displays the Cumulative Distribution Function of the given distribution.
- Empirical Function: Represents the empirical distribution based on a given sample.
-
QQ Sheet
- QQ Plot: Contains a QQ (Quantile-Quantile) plot which compares the sample quantiles with theoretical quantiles of the distribution.
- Please note that the Excel files in this repository are optimized for Excel 365. To ensure proper compatibility and functionality, please open these files in Excel 365 only. If you do not have access to this version of Excel, check the same files in Google Sheet online.
If you would like to contribute to the Phitter project, please create a pull request with your proposed changes or enhancements. All contributions are welcome! Make sure to keep the same structure of the files in this repository