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Statistics-Library-2

Programs and documents for the Final Project by Alexander Mortillite

Programs

A library of statistics algorithms for final project

StatsLibrary2:

    Hyper-Geometric Distribution Solver
    Poisson Distribution Solver
    Chebyshev's theorem Solver

SaltPlotSmoother(JAVA):

    Program that creates, salts and then smooths data using my own methods and implementations

SaltPlotSmootherAPI(JAVA):

    Program that creates, salts and then smooths data using my own methods
    +Apache Commons and JFreeChart

SaltPlotSmootherLibrary(JAVA):

    Class that contains various useful tools that I Use in my various java programs

View/Controller(JAVA):

    Classes that contain the code for creating and interacting with the GUI, Linked to SaltPlotSmootherAPI

SaltPlotSmoother(Octave):

    Program that creates, salts and then smooths data Ocatves built in methods in Octave

Non-Programs

Contains things like the Research essays and documentation

Documentation essay

    Report that goes through my trials and tribulations as I made progress in this project

Research Project

    Report that goes through analytical analysis of Age of Empires 2: Defenitive Edition 1v1 
    data and examines and tries to detmine if the game is balanced

Formula Sheet

    Theorems and Definitions for the first three chapters of the Book

AOE2 Game Original:

    Original data as I recieved it from 
    https://www.kaggle.com/datasets/nicoelbert/aoe-matchups?select=aoe_data.csv 

AOE2 Game Modified:

    My reformatted version of the data which contains various charts and calculations 
    used in the research project 

Dependencies

All are included in the download

Apache Commons Math 3.6.1

     Used in SaltPlotSmooth API

JFreeChart 1.0.19

     Used in SaltPlotSmooth API

Jcommon 1.0.23

     Used as a dependency for JFreeChart

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