fmanova 1.0.0

This moldule provides functions for calculation of one-way and two-way analysis of variance

fmanova - Package for Analysis of Variance

fmanova package provides functions to perform, one-way and two-way analysis of variance. The package contains two functions:

• anova1w(data): Performs one-way analysis of variance.
• anova2w(data): Performs two-way analysis of variance. Parameters: data: List, DataFrame, or ndarray, Returns: DataFrame

Dependencies:

• Numpy
• Pandas
• SciPy

Installation:

In oder to perform analysis of variance, we must install fmanova . Use the package installer (PIP) or package management system (conda) to install fmanova.

 pip install fmanova
 python -m pip install fmanova
 conda install fmanova

How to use:

import required function from fmanova
provide input 
execute the code

Example:

Five different brands of headache tablets and their relief time in hours.

A	B	C	D	E
5	9	3	2	7
4	7	5	3	6
8	8	2	4	9
6	6	3	1	4
3	9	7	4	7

from fmanova.anova import anova1w
mydata=[[5,4,8,6,3],[9,7,8,6,9],[3,5,2,3,7],[2,3,4,1,4],[7,6,9,4,7]]
anova1w(mydata)

Source                   Sum_Sq   Dof   Mean_Sq         F             P_value
0  Column means   79.44       4      19.86             6.895833  0.00117
1      Residual          57.60      20     2.88

Version History

1.0.0 (Initial release)

License

This project is licensed under the MIT License - see the LICENSE.txt file for details