Statistical Analysis using python
Budget: $10 – $30 USD
Perform
Pearson and Spearman correlation
Chi-squared test (contingency table)
Linear regression
Binning, log transformation
Logistic regression
Logistic regression with co-linearity
etc
Task is
There are some compounds( treat it as a chemical which can kill insects on a plant) .. each compound is made up of 1700+ different things in different ratios.
And target variable is rate of killing, varies from 0-100
We need to find out of 1700+ what is the contribution of each in overall killing..which is making impact on killing.. and I just have 10 compounds
So 10 rows, 1700+ columns
Pearson and Spearman correlation
Chi-squared test (contingency table)
Linear regression
Binning, log transformation
Logistic regression
Logistic regression with co-linearity
etc
Task is
There are some compounds( treat it as a chemical which can kill insects on a plant) .. each compound is made up of 1700+ different things in different ratios.
And target variable is rate of killing, varies from 0-100
We need to find out of 1700+ what is the contribution of each in overall killing..which is making impact on killing.. and I just have 10 compounds
So 10 rows, 1700+ columns