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An R package implementing MARS algorithm and methods as given in Friedman's paper

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tauseefkashtwari/MARS-PACKAGE-R

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MARS regression

• Built a R package, including a description and namespace file, in a team of 3 to implement Multivariate Adaptive Regression Splines (MARS).

• Programmed functions (pseudocode) in R, such as forward stepwise, as part of the MARS algorithm.

• Tested functions, including developed standard methods (print, plot, and summary) for MARS object, using the cars data.

• Designed vignettes to document functional requirements of the package and function calls on data for better user understanding.

Tauseef Kashtwari Promit Chowdhury Ibraheem Azad

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An R package implementing MARS algorithm and methods as given in Friedman's paper

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