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Statistics is a scientific approach to inductive inference and prediction based on probabilistic models of the data. By extension, it covers the design of experiments and surveys to gather data for this purpose.

1 vote
1 answer
137 views

Handling Covariate Shift and Multi-collinearity in same Dataset

The problem is related to Regression problem. I am getting batches of data from a source of experiment which has approx 3k columns. However, I observed that almost 99% of the columns are highly correl …
Debadri Dutta's user avatar
1 vote
0 answers
38 views

Regression - Model looks good overall but R2 unexpectedly negatively high

I have been building a linear regression model with around 150 rows of data. I checked the correlation of the parameters with the target variable and tried to keep only them as I have less data and wa …
Debadri Dutta's user avatar