This is a R package called "hw4" that includes a R function called "mylm" that takes formula and a data frame as input and return a fitted linear model. It deals with both continuous random variable and variables can be treated as continuous random variable. It works for sparse regression and returns coefficients that helps with parameter selection for sparse regression.
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