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ANCOVA: Analysis of Covariance with python
ANCOVA is an extension of ANOVA (Analysis of Variance) that combines blocks of regression analysis and ANOVA. Which makes it Analysis of Covariance.
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Versions of ANCOVA (Analysis Of Covariance) with python
To perform ANCOVA (Analysis of Covariance) with a dataset that includes multiple types of variables, you’ll need to ensure your dependent variable is continuous, and you can include categorical variables as factors. Below is an example using the statsmodels library in Python: Mock Dataset Let’s create a dataset with a mix of variable types: Performing…
Python Variables
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Python Functions
Python functions are a vital concept in programming which enables you to group and define a collection of instructions. This makes your code more organized, modular, and easier to understand and maintain. Defining a Function: In Python, you can define a function via the def keyword, followed by the function name, any parameters wrapped in parentheses,…
Python Indexing: A Guide for Data Science Beginners
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