If you have experience with R or want a quick way to generate a regression with statsmodels using a pandas DataFrame, you can ...

The advantage of Python is that you can apply operations to larger datasets with hundreds, even thousands, of data points ...

Objective Interstitial lung disease (ILD) represents the most common and severe organ manifestation observed in patients ...

Price of iron ore is affected by instabilities of microeconomic balance between supply and demand. Periods of equilibrium adjustment result in huge swings, growth or global recession. They also impact ...

Abstract: Linear regression refers to the mathematical technique of fitting given data to a function of a certain type. It is best known for fitting straight lines. In this paper, we explain the ...

Abstract: Linear discriminant analysis (LDA) is a classical statistical machine-learning method, which aims to find a linear data transformation increasing class discrimination in an optimal ...