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README.md

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### Synopsis
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RcppArmadillo provides an interface from R to and from [Armadillo](http://arma.sourceforge.net) by
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RcppArmadillo provides an interface from R to and from [Armadillo](https://arma.sourceforge.net) by
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utilising the [Rcpp R/C++ interface library](http://dirk.eddelbuettel.com/code/rcpp.html).
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### What is Armadillo?
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[Armadillo](http://arma.sourceforge.net) is a high-quality linear algebra library for the C++ language,
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[Armadillo](https://arma.sourceforge.net) is a high-quality linear algebra library for the C++ language,
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aiming towards a good balance between speed and ease of use. It provides high-level syntax and
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[functionality](http://arma.sourceforge.net/docs.html) deliberately similar to Matlab (TM).
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See [its website](http://arma.sourceforge.net) more information about Armadillo.
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[functionality](https://arma.sourceforge.net/docs.html) deliberately similar to Matlab (TM).
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See [its website](https://arma.sourceforge.net) more information about Armadillo.
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### So give me an example!
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man/RcppArmadillo-package.Rd

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For Armadillo: Conrad Sanderson
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}
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\references{
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Armadillo project: \url{http://arma.sourceforge.net/}
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Armadillo project: \url{https://arma.sourceforge.net/}
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Conrad Sanderson and Ryan Curtin.
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\href{http://arma.sourceforge.net/armadillo_joss_2016.pdf}{Armadillo:
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\href{https://arma.sourceforge.net/armadillo_joss_2016.pdf}{Armadillo:
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a template-based C++ library for linear algebra}.
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Journal of Open Source Software, Vol. 1, pp. 26, 2016.
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man/fastLm.Rd

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The \code{fastLmPure} function provides a reference use case of the \code{Armadillo}
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library via the wrapper functions in the \pkg{RcppArmadillo} package.
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The \code{fastLm} function provides a more standard implementation of
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a linear model fit, offering both a default and a formula interface as
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well as \code{print}, \code{summary} and \code{predict} methods.
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\item{coefficients}{a vector of coefficients}
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\item{stderr}{a vector of the (estimated) standard errors of the coefficient estimates}
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\item{df.residual}{a scalar denoting the degrees of freedom in the model}
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\code{fastLm} returns a richer object which also includes the
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residuals, fitted values and call argument similar to the \code{\link{lm}} or
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\code{\link[MASS]{rlm}} functions..
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}
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\seealso{\code{\link{lm}}, \code{\link{lm.fit}}}
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\references{Armadillo project: \url{http://arma.sourceforge.net/}}
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\seealso{\code{\link{lm}}, \code{\link{lm.fit}}}
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\references{Armadillo project: \url{https://arma.sourceforge.net/}}
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\author{
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Armadillo is written by Conrad Sanderson. RcppArmadillo is written by
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Romain Francois, Dirk Eddelbuettel, Douglas Bates and Binxiang Ni.
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summary(fastLm(y ~ f1 * f2, dd)) # some huge coefficients
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}
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\keyword{regression}
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