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% File src/library/stats/man/lm.influence.Rd
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% File src/library/stats/man/lm.influence.Rd
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% Part of the R package, https://www.R-project.org
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% Part of the R package, https://www.R-project.org
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% Copyright 1995-2024 R Core Team
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% Copyright 1995-2026 R Core Team
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% Distributed under GPL 2 or later
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% Distributed under GPL 2 or later
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\name{lm.influence}
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\name{lm.influence}
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\title{Regression Diagnostics}
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\title{Regression Diagnostics}
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\alias{lm.influence}
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\alias{lm.influence}
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    that aliased coefficients are not included in the matrix.}
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    that aliased coefficients are not included in the matrix.}
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  \item{sigma}{a vector whose i-th element contains the estimate
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  \item{sigma}{a vector whose i-th element contains the estimate
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    of the residual standard deviation obtained when the i-th
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    of the residual standard deviation obtained when the i-th
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    case is dropped from the regression.  (The approximations needed for
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    case is dropped from the regression.  (The approximations needed for
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    GLMs can result in this being \code{NaN}.)}
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    GLMs can result in this being \code{NaN}.)}
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  \item{wt.res}{a vector of \emph{weighted} (or for class \code{glm}
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  \item{wt.res}{a vector of \emph{weighted} residuals.}
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    rather \emph{deviance}) residuals.}
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  \code{qr.influence()} returns list with the two components \code{hat} and
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  \code{qr.influence()} returns list with the two components \code{hat} and
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  \code{sigma}, as above but without \code{\link{names}}.
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  \code{sigma}, as above but without \code{\link{names}}.
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}
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}
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\note{
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\note{
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  to the situation in S).
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  to the situation in S).
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  If a model has been fitted with \code{na.action = na.exclude} (see
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  If a model has been fitted with \code{na.action = na.exclude} (see
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  \code{\link{na.exclude}}), cases excluded in the fit \emph{are}
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  \code{\link{na.exclude}}), cases excluded in the fit \emph{are}
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  considered here.
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  considered here.
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  These functions call \code{\link{weighted.residuals}()} so it is
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  assumed that the methods for \code{residuals()} and \code{weights()}
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  accept \code{type="working"}.
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}
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}
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\references{
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\references{
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  See the list in the documentation for \code{\link{influence.measures}}.
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  See the list in the documentation for \code{\link{influence.measures}}.
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  \bibshow{R:Chambers:1992:c4}}
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  \bibshow{R:Chambers:1992:c4}}