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Efficient Fitting of Linear and Generalized Linear Models by using just base R. The speed gains over lm and glm are obtained by reducing the NxP model matrix to a PxP matrix, and the best computational performance is obtained when R is linked against OpenBLAS, Intel MKL or other optimized BLAS library.