semvec/pypi-packages huggingface dataset:
fmanova 1.0.0
This moldule provides functions for calculation of one-way and two-way analysis of variance
Keywords: python,numpy,pandas,statistics,anova,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