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SaltworkerMLU/RegressionAnalysis_CAS-plotting

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Imagine regression analysis using Excel, Geogebra, Graph, etc. except it gets done much faster (sciplot-edition)

Screenshot

NOTE: The program Graph is simply used for testing the results of the regression model & coefficient of determination R^2

RegressionAnalysis_sciplot

Regression analysis program utilizing sciplot to plot the results. Using .txt files as input, the following can be made:

  • Regression model(s) and coefficient(s) of determination R^2
    1. Linear
    2. Exponential
    3. Logarithmic
    4. Power
    5. Second-degree polynomium [degree of polynomium adjustablue in code]
  • Plotting
    1. Regression models
    2. Residual plot hereof
  • Other statistical descriptors (x- and y-axis respectively
    1. Domain & range; quarters of dataset
    2. Average/mean
    3. Variance, standard deviation, sample standard deviation
  • Correlation coefficient r of ONLY linear regression model

RegressionAnalysis_sciplot.cpp imports the following files:

  • ...sciplot-master/sciplot/sciplot.h
  • [FILENAME].txt

Screenshot

The format of this [FILENAME].txt can be seen with the available example datasets. Compatible data (in the current state of the program) can be boiled down to the following datapoints:

x y
1 1
1, 1
1.0 1.0
1.0, 1.0
1,0 1,0
1,0, 1,0

NOTE: Do not forget to enter SPACEBAR or TAB in between the x- and y-axis for each line in [FILENAME].txt

PRO TIP regarding datasets from excel, geogebra, graph, etc

  1. DATASET -> CTRL + C
  2. REPOSITORY -> Make/insert .txt file
  3. .txt file -> CTRL + V

You're welcome

To run regressionAnalysis_sciplot.cpp

Install gnuplot

Once this is installed, you'll be able to run the executable attached to the release "1.0 Sciplot-edition"

https://sourceforge.net/projects/gnuplot/

NOTE: Make sure to set {...\gnuplot\bin} as an environment variable

Install sciplot

https://github.com/sciplot/sciplot

Include the downloaded "sciplot-master" following under "include Directories": {...\sciplot-master}

About

Use .txt files as datasets for regression analysis. Multiple solutions are provided for CAS/plotting

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