jntrcs / Stat536

All projects for statistical learning and data mining (Stat 536)

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Stat536

All projects for statistical learning and data mining (Stat 536)

Topics Covered:

Multiple Linear Regression--Credit Risk

Data imputation--Employee

Dimension Reduction--Genes

Non-Linear Regression--Irrigation

Correlated data (Time Series)--Solar

Correlated Data (Spatial)--Ozone

Logistic Regression--Car Crash

Classification--Letters

Logistic Regression/Splines/Experimental Analysis--Tulips

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All projects for statistical learning and data mining (Stat 536)


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Language:Jupyter Notebook 63.3%Language:R 22.4%Language:TeX 14.2%