Skip to content

dglars

Differential Geometric Least Angle Regression

v2.1.7 · Oct 9, 2023 · GPL (>= 2)

Description

Differential geometric least angle regression method for fitting sparse generalized linear models. In this version of the package, the user can fit models specifying Gaussian, Poisson, Binomial, Gamma and Inverse Gaussian family. Furthermore, several link functions can be used to model the relationship between the conditional expected value of the response variable and the linear predictor. The solution curve can be computed using an efficient predictor-corrector or a cyclic coordinate descent algorithm, as described in the paper linked to via the URL below.

Downloads

302

Last 30 days

10270th

505

Last 90 days

505

Last year

Trend: +48.8% (30d vs prior 30d)

CRAN Check Status

14 NOTE
Show all 14 flavors
Flavor Status
r-devel-linux-x86_64-debian-clang NOTE
r-devel-linux-x86_64-debian-gcc NOTE
r-devel-linux-x86_64-fedora-clang NOTE
r-devel-linux-x86_64-fedora-gcc NOTE
r-devel-macos-arm64 NOTE
r-devel-windows-x86_64 NOTE
r-oldrel-macos-arm64 NOTE
r-oldrel-macos-x86_64 NOTE
r-oldrel-windows-x86_64 NOTE
r-patched-linux-x86_64 NOTE
r-release-linux-x86_64 NOTE
r-release-macos-arm64 NOTE
r-release-macos-x86_64 NOTE
r-release-windows-x86_64 NOTE
Check details (14 non-OK)
NOTE r-devel-linux-x86_64-debian-clang

Rd files

checkRd: (-1) AIC.dglars.Rd:47: Lost braces
    47 | \item{comp}{the measures of model complexity used to compute the measure of goodness-of-fit. It is equal to \code{npar} when code{complexity = "df"};}
       |                                                                                                                                  ^
checkRd: (-1) dglars.Rd:258: Lost braces
   258 |                 \item{\code{7}}{maximum number of solution points ('code{np}') reached.}
       |                                                                         ^
NOTE r-devel-linux-x86_64-debian-gcc

Rd files

checkRd: (-1) AIC.dglars.Rd:47: Lost braces
    47 | \item{comp}{the measures of model complexity used to compute the measure of goodness-of-fit. It is equal to \code{npar} when code{complexity = "df"};}
       |                                                                                                                                  ^
checkRd: (-1) dglars.Rd:258: Lost braces
   258 |                 \item{\code{7}}{maximum number of solution points ('code{np}') reached.}
       |                                                                         ^
NOTE r-devel-linux-x86_64-fedora-clang

Rd files

checkRd: (-1) AIC.dglars.Rd:47: Lost braces
    47 | \item{comp}{the measures of model complexity used to compute the measure of goodness-of-fit. It is equal to \code{npar} when code{complexity = "df"};}
       |                                                                                                                                  ^
checkRd: (-1) dglars.Rd:258: Lost braces
   258 |                 \item{\code{7}}{maximum number of solution points ('code{np}') reached.}
       |                                                                         ^
NOTE r-devel-linux-x86_64-fedora-gcc

Rd files

checkRd: (-1) AIC.dglars.Rd:47: Lost braces
    47 | \item{comp}{the measures of model complexity used to compute the measure of goodness-of-fit. It is equal to \code{npar} when code{complexity = "df"};}
       |                                                                                                                                  ^
checkRd: (-1) dglars.Rd:258: Lost braces
   258 |                 \item{\code{7}}{maximum number of solution points ('code{np}') reached.}
       |                                                                         ^
NOTE r-devel-macos-arm64

Rd files

checkRd: (-1) AIC.dglars.Rd:47: Lost braces
    47 | \item{comp}{the measures of model complexity used to compute the measure of goodness-of-fit. It is equal to \code{npar} when code{complexity = "df"};}
       |                                                                                                                                  ^
checkRd: (-1) dglars.Rd:258: Lost braces
   258 |                 \item{\code{7}}{maximum number of solution points ('code{np}') reached.}
       |                                                                         ^
NOTE r-devel-windows-x86_64

Rd files

checkRd: (-1) AIC.dglars.Rd:47: Lost braces
    47 | \item{comp}{the measures of model complexity used to compute the measure of goodness-of-fit. It is equal to \code{npar} when code{complexity = "df"};}
       |                                                                                                                                  ^
checkRd: (-1) dglars.Rd:258: Lost braces
   258 |                 \item{\code{7}}{maximum number of solution points ('code{np}') reached.}
       |                                                                         ^
NOTE r-oldrel-macos-arm64

Rd files

checkRd: (-1) AIC.dglars.Rd:47: Lost braces
    47 | \item{comp}{the measures of model complexity used to compute the measure of goodness-of-fit. It is equal to \code{npar} when code{complexity = "df"};}
       |                                                                                                                                  ^
checkRd: (-1) dglars.Rd:258: Lost braces
   258 |                 \item{\code{7}}{maximum number of solution points ('code{np}') reached.}
       |                                                                         ^
NOTE r-oldrel-macos-x86_64

Rd files

checkRd: (-1) AIC.dglars.Rd:47: Lost braces
    47 | \item{comp}{the measures of model complexity used to compute the measure of goodness-of-fit. It is equal to \code{npar} when code{complexity = "df"};}
       |                                                                                                                                  ^
checkRd: (-1) dglars.Rd:258: Lost braces
   258 |                 \item{\code{7}}{maximum number of solution points ('code{np}') reached.}
       |                                                                         ^
NOTE r-oldrel-windows-x86_64

Rd files

checkRd: (-1) AIC.dglars.Rd:47: Lost braces
    47 | \item{comp}{the measures of model complexity used to compute the measure of goodness-of-fit. It is equal to \code{npar} when code{complexity = "df"};}
       |                                                                                                                                  ^
checkRd: (-1) dglars.Rd:258: Lost braces
   258 |                 \item{\code{7}}{maximum number of solution points ('code{np}') reached.}
       |                                                                         ^
NOTE r-patched-linux-x86_64

Rd files

checkRd: (-1) AIC.dglars.Rd:47: Lost braces
    47 | \item{comp}{the measures of model complexity used to compute the measure of goodness-of-fit. It is equal to \code{npar} when code{complexity = "df"};}
       |                                                                                                                                  ^
checkRd: (-1) dglars.Rd:258: Lost braces
   258 |                 \item{\code{7}}{maximum number of solution points ('code{np}') reached.}
       |                                                                         ^
NOTE r-release-linux-x86_64

Rd files

checkRd: (-1) AIC.dglars.Rd:47: Lost braces
    47 | \item{comp}{the measures of model complexity used to compute the measure of goodness-of-fit. It is equal to \code{npar} when code{complexity = "df"};}
       |                                                                                                                                  ^
checkRd: (-1) dglars.Rd:258: Lost braces
   258 |                 \item{\code{7}}{maximum number of solution points ('code{np}') reached.}
       |                                                                         ^
NOTE r-release-macos-arm64

Rd files

checkRd: (-1) AIC.dglars.Rd:47: Lost braces
    47 | \item{comp}{the measures of model complexity used to compute the measure of goodness-of-fit. It is equal to \code{npar} when code{complexity = "df"};}
       |                                                                                                                                  ^
checkRd: (-1) dglars.Rd:258: Lost braces
   258 |                 \item{\code{7}}{maximum number of solution points ('code{np}') reached.}
       |                                                                         ^
NOTE r-release-macos-x86_64

Rd files

checkRd: (-1) AIC.dglars.Rd:47: Lost braces
    47 | \item{comp}{the measures of model complexity used to compute the measure of goodness-of-fit. It is equal to \code{npar} when code{complexity = "df"};}
       |                                                                                                                                  ^
checkRd: (-1) dglars.Rd:258: Lost braces
   258 |                 \item{\code{7}}{maximum number of solution points ('code{np}') reached.}
       |                                                                         ^
NOTE r-release-windows-x86_64

Rd files

checkRd: (-1) AIC.dglars.Rd:47: Lost braces
    47 | \item{comp}{the measures of model complexity used to compute the measure of goodness-of-fit. It is equal to \code{npar} when code{complexity = "df"};}
       |                                                                                                                                  ^
checkRd: (-1) dglars.Rd:258: Lost braces
   258 |                 \item{\code{7}}{maximum number of solution points ('code{np}') reached.}
       |                                                                         ^

Check History

NOTE 0 OK · 14 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE Mar 9, 2026
NOTE r-devel-linux-x86_64-debian-clang

Rd files

checkRd: (-1) AIC.dglars.Rd:47: Lost braces
    47 | \item{comp}{the measures of model complexity used to compute the measure of goodness-of-fit. It is equal to \code{npar} when code{complexity = "df"};}
       |                                                                                                                                  ^
checkRd: (-1) dglars.Rd:258: Lost braces
   258 |                 \item{\code{7}}{maximum number of solution points ('code{np}') reached.}
       |         
NOTE r-devel-linux-x86_64-debian-gcc

Rd files

checkRd: (-1) AIC.dglars.Rd:47: Lost braces
    47 | \item{comp}{the measures of model complexity used to compute the measure of goodness-of-fit. It is equal to \code{npar} when code{complexity = "df"};}
       |                                                                                                                                  ^
checkRd: (-1) dglars.Rd:258: Lost braces
   258 |                 \item{\code{7}}{maximum number of solution points ('code{np}') reached.}
       |         
NOTE r-devel-linux-x86_64-fedora-clang

Rd files

checkRd: (-1) AIC.dglars.Rd:47: Lost braces
    47 | \item{comp}{the measures of model complexity used to compute the measure of goodness-of-fit. It is equal to \code{npar} when code{complexity = "df"};}
       |                                                                                                                                  ^
checkRd: (-1) dglars.Rd:258: Lost braces
   258 |                 \item{\code{7}}{maximum number of solution points ('code{np}') reached.}
       |         
NOTE r-devel-linux-x86_64-fedora-gcc

Rd files

checkRd: (-1) AIC.dglars.Rd:47: Lost braces
    47 | \item{comp}{the measures of model complexity used to compute the measure of goodness-of-fit. It is equal to \code{npar} when code{complexity = "df"};}
       |                                                                                                                                  ^
checkRd: (-1) dglars.Rd:258: Lost braces
   258 |                 \item{\code{7}}{maximum number of solution points ('code{np}') reached.}
       |         
NOTE r-devel-macos-arm64

Rd files

checkRd: (-1) AIC.dglars.Rd:47: Lost braces
    47 | \item{comp}{the measures of model complexity used to compute the measure of goodness-of-fit. It is equal to \code{npar} when code{complexity = "df"};}
       |                                                                                                                                  ^
checkRd: (-1) dglars.Rd:258: Lost braces
   258 |                 \item{\code{7}}{maximum number of solution points ('code{np}') reached.}
       |         
NOTE r-devel-windows-x86_64

Rd files

checkRd: (-1) AIC.dglars.Rd:47: Lost braces
    47 | \item{comp}{the measures of model complexity used to compute the measure of goodness-of-fit. It is equal to \code{npar} when code{complexity = "df"};}
       |                                                                                                                                  ^
checkRd: (-1) dglars.Rd:258: Lost braces
   258 |                 \item{\code{7}}{maximum number of solution points ('code{np}') reached.}
       |         
NOTE r-patched-linux-x86_64

Rd files

checkRd: (-1) AIC.dglars.Rd:47: Lost braces
    47 | \item{comp}{the measures of model complexity used to compute the measure of goodness-of-fit. It is equal to \code{npar} when code{complexity = "df"};}
       |                                                                                                                                  ^
checkRd: (-1) dglars.Rd:258: Lost braces
   258 |                 \item{\code{7}}{maximum number of solution points ('code{np}') reached.}
       |         
NOTE r-release-linux-x86_64

Rd files

checkRd: (-1) AIC.dglars.Rd:47: Lost braces
    47 | \item{comp}{the measures of model complexity used to compute the measure of goodness-of-fit. It is equal to \code{npar} when code{complexity = "df"};}
       |                                                                                                                                  ^
checkRd: (-1) dglars.Rd:258: Lost braces
   258 |                 \item{\code{7}}{maximum number of solution points ('code{np}') reached.}
       |         
NOTE r-release-macos-arm64

Rd files

checkRd: (-1) AIC.dglars.Rd:47: Lost braces
    47 | \item{comp}{the measures of model complexity used to compute the measure of goodness-of-fit. It is equal to \code{npar} when code{complexity = "df"};}
       |                                                                                                                                  ^
checkRd: (-1) dglars.Rd:258: Lost braces
   258 |                 \item{\code{7}}{maximum number of solution points ('code{np}') reached.}
       |         
NOTE r-release-macos-x86_64

Rd files

checkRd: (-1) AIC.dglars.Rd:47: Lost braces
    47 | \item{comp}{the measures of model complexity used to compute the measure of goodness-of-fit. It is equal to \code{npar} when code{complexity = "df"};}
       |                                                                                                                                  ^
checkRd: (-1) dglars.Rd:258: Lost braces
   258 |                 \item{\code{7}}{maximum number of solution points ('code{np}') reached.}
       |         
NOTE r-release-windows-x86_64

Rd files

checkRd: (-1) AIC.dglars.Rd:47: Lost braces
    47 | \item{comp}{the measures of model complexity used to compute the measure of goodness-of-fit. It is equal to \code{npar} when code{complexity = "df"};}
       |                                                                                                                                  ^
checkRd: (-1) dglars.Rd:258: Lost braces
   258 |                 \item{\code{7}}{maximum number of solution points ('code{np}') reached.}
       |         
NOTE r-oldrel-macos-arm64

Rd files

checkRd: (-1) AIC.dglars.Rd:47: Lost braces
    47 | \item{comp}{the measures of model complexity used to compute the measure of goodness-of-fit. It is equal to \code{npar} when code{complexity = "df"};}
       |                                                                                                                                  ^
checkRd: (-1) dglars.Rd:258: Lost braces
   258 |                 \item{\code{7}}{maximum number of solution points ('code{np}') reached.}
       |         
NOTE r-oldrel-macos-x86_64

Rd files

checkRd: (-1) AIC.dglars.Rd:47: Lost braces
    47 | \item{comp}{the measures of model complexity used to compute the measure of goodness-of-fit. It is equal to \code{npar} when code{complexity = "df"};}
       |                                                                                                                                  ^
checkRd: (-1) dglars.Rd:258: Lost braces
   258 |                 \item{\code{7}}{maximum number of solution points ('code{np}') reached.}
       |         
NOTE r-oldrel-windows-x86_64

Rd files

checkRd: (-1) AIC.dglars.Rd:47: Lost braces
    47 | \item{comp}{the measures of model complexity used to compute the measure of goodness-of-fit. It is equal to \code{npar} when code{complexity = "df"};}
       |                                                                                                                                  ^
checkRd: (-1) dglars.Rd:258: Lost braces
   258 |                 \item{\code{7}}{maximum number of solution points ('code{np}') reached.}
       |         

Dependency Network

Dependencies Reverse dependencies Matrix dglars

Version History

new 2.1.7 Mar 10, 2026