Abstract

We present an estimating algorithm to fit linear and generalized linear modelsnot involving the QR decomposition. Some new R functions are presented and discussed.For large data sets, comparisons with respect to the well-known lm() and glm(), as well asto biglm() and bigglm() from the package biglm, show that the proposed functions speedup computation while preserving numerical stability and accuracy
Lingua originaleEnglish
Pagine411-414
Numero di pagine4
Stato di pubblicazionePublished - 2009

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