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glmmEP

Generalized Linear Mixed Model Analysis via Expectation Propagation

v1.0-3.1 · Oct 15, 2019 · GPL (>= 2)

Description

Approximate frequentist inference for generalized linear mixed model analysis with expectation propagation used to circumvent the need for multivariate integration. In this version, the random effects can be any reasonable dimension. However, only probit mixed models with one level of nesting are supported. The methodology is described in Hall, Johnstone, Ormerod, Wand and Yu (2018) <arXiv:1805.08423v1>.

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NOTE r-devel-linux-x86_64-debian-clang

CRAN incoming feasibility

Maintainer: ‘Matt P. Wand <matt.wand@uts.edu.au>’

The Description field contains
  Johnstone, Ormerod, Wand and Yu (2018) <arXiv:1805.08423v1>.
Please refer to arXiv e-prints via their arXiv DOI <doi:10.48550/arXiv.YYMM.NNNNN>.
NOTE r-devel-linux-x86_64-debian-clang

Rd files

checkRd: (-1) glmmSimData.Rd:4: Lost braces; missing escapes or markup?
     4 | \description{Section 4.1.2 of the refence below descries a simulation study with data generated from a probit mixed model with six fixed effects parameters and a bivariate random effects vector having a 2 by 2 symmetric positive definite covariance matrix. The function simulates a data set from this model with 2500 groups and the number of observation in each group being a random draw from {20,21,...,30}.}
       |                                                                                                                                                                                                                                                                                                                                                                                                          ^
NOTE r-devel-linux-x86_64-debian-gcc

CRAN incoming feasibility

Maintainer: ‘Matt P. Wand <matt.wand@uts.edu.au>’

The Description field contains
  Johnstone, Ormerod, Wand and Yu (2018) <arXiv:1805.08423v1>.
Please refer to arXiv e-prints via their arXiv DOI <doi:10.48550/arXiv.YYMM.NNNNN>.
NOTE r-devel-linux-x86_64-debian-gcc

Rd files

checkRd: (-1) glmmSimData.Rd:4: Lost braces; missing escapes or markup?
     4 | \description{Section 4.1.2 of the refence below descries a simulation study with data generated from a probit mixed model with six fixed effects parameters and a bivariate random effects vector having a 2 by 2 symmetric positive definite covariance matrix. The function simulates a data set from this model with 2500 groups and the number of observation in each group being a random draw from {20,21,...,30}.}
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NOTE r-devel-linux-x86_64-fedora-clang

Rd files

checkRd: (-1) glmmSimData.Rd:4: Lost braces; missing escapes or markup?
     4 | \description{Section 4.1.2 of the refence below descries a simulation study with data generated from a probit mixed model with six fixed effects parameters and a bivariate random effects vector having a 2 by 2 symmetric positive definite covariance matrix. The function simulates a data set from this model with 2500 groups and the number of observation in each group being a random draw from {20,21,...,30}.}
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NOTE r-devel-linux-x86_64-fedora-gcc

Rd files

checkRd: (-1) glmmSimData.Rd:4: Lost braces; missing escapes or markup?
     4 | \description{Section 4.1.2 of the refence below descries a simulation study with data generated from a probit mixed model with six fixed effects parameters and a bivariate random effects vector having a 2 by 2 symmetric positive definite covariance matrix. The function simulates a data set from this model with 2500 groups and the number of observation in each group being a random draw from {20,21,...,30}.}
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NOTE r-devel-macos-arm64

Rd files

checkRd: (-1) glmmSimData.Rd:4: Lost braces; missing escapes or markup?
     4 | \description{Section 4.1.2 of the refence below descries a simulation study with data generated from a probit mixed model with six fixed effects parameters and a bivariate random effects vector having a 2 by 2 symmetric positive definite covariance matrix. The function simulates a data set from this model with 2500 groups and the number of observation in each group being a random draw from {20,21,...,30}.}
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NOTE r-devel-windows-x86_64

Rd files

checkRd: (-1) glmmSimData.Rd:4: Lost braces; missing escapes or markup?
     4 | \description{Section 4.1.2 of the refence below descries a simulation study with data generated from a probit mixed model with six fixed effects parameters and a bivariate random effects vector having a 2 by 2 symmetric positive definite covariance matrix. The function simulates a data set from this model with 2500 groups and the number of observation in each group being a random draw from {20,21,...,30}.}
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NOTE r-oldrel-macos-arm64

Rd files

checkRd: (-1) glmmSimData.Rd:4: Lost braces; missing escapes or markup?
     4 | \description{Section 4.1.2 of the refence below descries a simulation study with data generated from a probit mixed model with six fixed effects parameters and a bivariate random effects vector having a 2 by 2 symmetric positive definite covariance matrix. The function simulates a data set from this model with 2500 groups and the number of observation in each group being a random draw from {20,21,...,30}.}
       |                                                                                                                                                                                                                                                                                                                                                                                                          ^
NOTE r-oldrel-macos-x86_64

Rd files

checkRd: (-1) glmmSimData.Rd:4: Lost braces; missing escapes or markup?
     4 | \description{Section 4.1.2 of the refence below descries a simulation study with data generated from a probit mixed model with six fixed effects parameters and a bivariate random effects vector having a 2 by 2 symmetric positive definite covariance matrix. The function simulates a data set from this model with 2500 groups and the number of observation in each group being a random draw from {20,21,...,30}.}
       |                                                                                                                                                                                                                                                                                                                                                                                                          ^
NOTE r-oldrel-windows-x86_64

Rd files

checkRd: (-1) glmmSimData.Rd:4: Lost braces; missing escapes or markup?
     4 | \description{Section 4.1.2 of the refence below descries a simulation study with data generated from a probit mixed model with six fixed effects parameters and a bivariate random effects vector having a 2 by 2 symmetric positive definite covariance matrix. The function simulates a data set from this model with 2500 groups and the number of observation in each group being a random draw from {20,21,...,30}.}
       |                                                                                                                                                                                                                                                                                                                                                                                                          ^
NOTE r-patched-linux-x86_64

Rd files

checkRd: (-1) glmmSimData.Rd:4: Lost braces; missing escapes or markup?
     4 | \description{Section 4.1.2 of the refence below descries a simulation study with data generated from a probit mixed model with six fixed effects parameters and a bivariate random effects vector having a 2 by 2 symmetric positive definite covariance matrix. The function simulates a data set from this model with 2500 groups and the number of observation in each group being a random draw from {20,21,...,30}.}
       |                                                                                                                                                                                                                                                                                                                                                                                                          ^
NOTE r-release-linux-x86_64

Rd files

checkRd: (-1) glmmSimData.Rd:4: Lost braces; missing escapes or markup?
     4 | \description{Section 4.1.2 of the refence below descries a simulation study with data generated from a probit mixed model with six fixed effects parameters and a bivariate random effects vector having a 2 by 2 symmetric positive definite covariance matrix. The function simulates a data set from this model with 2500 groups and the number of observation in each group being a random draw from {20,21,...,30}.}
       |                                                                                                                                                                                                                                                                                                                                                                                                          ^
NOTE r-release-macos-arm64

Rd files

checkRd: (-1) glmmSimData.Rd:4: Lost braces; missing escapes or markup?
     4 | \description{Section 4.1.2 of the refence below descries a simulation study with data generated from a probit mixed model with six fixed effects parameters and a bivariate random effects vector having a 2 by 2 symmetric positive definite covariance matrix. The function simulates a data set from this model with 2500 groups and the number of observation in each group being a random draw from {20,21,...,30}.}
       |                                                                                                                                                                                                                                                                                                                                                                                                          ^
NOTE r-release-macos-x86_64

Rd files

checkRd: (-1) glmmSimData.Rd:4: Lost braces; missing escapes or markup?
     4 | \description{Section 4.1.2 of the refence below descries a simulation study with data generated from a probit mixed model with six fixed effects parameters and a bivariate random effects vector having a 2 by 2 symmetric positive definite covariance matrix. The function simulates a data set from this model with 2500 groups and the number of observation in each group being a random draw from {20,21,...,30}.}
       |                                                                                                                                                                                                                                                                                                                                                                                                          ^
NOTE r-release-windows-x86_64

Rd files

checkRd: (-1) glmmSimData.Rd:4: Lost braces; missing escapes or markup?
     4 | \description{Section 4.1.2 of the refence below descries a simulation study with data generated from a probit mixed model with six fixed effects parameters and a bivariate random effects vector having a 2 by 2 symmetric positive definite covariance matrix. The function simulates a data set from this model with 2500 groups and the number of observation in each group being a random draw from {20,21,...,30}.}
       |                                                                                                                                                                                                                                                                                                                                                                                                          ^

Check History

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

CRAN incoming feasibility

Maintainer: ‘Matt P. Wand <matt.wand@uts.edu.au>’

The Description field contains
  Johnstone, Ormerod, Wand and Yu (2018) <arXiv:1805.08423v1>.
Please refer to arXiv e-prints via their arXiv DOI <doi:10.48550/arXiv.YYMM.NNNNN>.
NOTE r-devel-linux-x86_64-debian-gcc

CRAN incoming feasibility

Maintainer: ‘Matt P. Wand <matt.wand@uts.edu.au>’

The Description field contains
  Johnstone, Ormerod, Wand and Yu (2018) <arXiv:1805.08423v1>.
Please refer to arXiv e-prints via their arXiv DOI <doi:10.48550/arXiv.YYMM.NNNNN>.
NOTE r-devel-linux-x86_64-fedora-clang

Rd files

checkRd: (-1) glmmSimData.Rd:4: Lost braces; missing escapes or markup?
     4 | \description{Section 4.1.2 of the refence below descries a simulation study with data generated from a probit mixed model with six fixed effects parameters and a bivariate random effects vector having a 2 by 2 symmetric positive definite covariance matrix. The function simulates a data set from this model with 2500 groups and the number of observation in each group being a random draw from {20,21,...,30}.}
       | 
NOTE r-devel-linux-x86_64-fedora-gcc

Rd files

checkRd: (-1) glmmSimData.Rd:4: Lost braces; missing escapes or markup?
     4 | \description{Section 4.1.2 of the refence below descries a simulation study with data generated from a probit mixed model with six fixed effects parameters and a bivariate random effects vector having a 2 by 2 symmetric positive definite covariance matrix. The function simulates a data set from this model with 2500 groups and the number of observation in each group being a random draw from {20,21,...,30}.}
       | 
NOTE r-devel-macos-arm64

Rd files

checkRd: (-1) glmmSimData.Rd:4: Lost braces; missing escapes or markup?
     4 | \description{Section 4.1.2 of the refence below descries a simulation study with data generated from a probit mixed model with six fixed effects parameters and a bivariate random effects vector having a 2 by 2 symmetric positive definite covariance matrix. The function simulates a data set from this model with 2500 groups and the number of observation in each group being a random draw from {20,21,...,30}.}
       | 
NOTE r-devel-windows-x86_64

Rd files

checkRd: (-1) glmmSimData.Rd:4: Lost braces; missing escapes or markup?
     4 | \description{Section 4.1.2 of the refence below descries a simulation study with data generated from a probit mixed model with six fixed effects parameters and a bivariate random effects vector having a 2 by 2 symmetric positive definite covariance matrix. The function simulates a data set from this model with 2500 groups and the number of observation in each group being a random draw from {20,21,...,30}.}
       | 
NOTE r-patched-linux-x86_64

Rd files

checkRd: (-1) glmmSimData.Rd:4: Lost braces; missing escapes or markup?
     4 | \description{Section 4.1.2 of the refence below descries a simulation study with data generated from a probit mixed model with six fixed effects parameters and a bivariate random effects vector having a 2 by 2 symmetric positive definite covariance matrix. The function simulates a data set from this model with 2500 groups and the number of observation in each group being a random draw from {20,21,...,30}.}
       | 
NOTE r-release-linux-x86_64

Rd files

checkRd: (-1) glmmSimData.Rd:4: Lost braces; missing escapes or markup?
     4 | \description{Section 4.1.2 of the refence below descries a simulation study with data generated from a probit mixed model with six fixed effects parameters and a bivariate random effects vector having a 2 by 2 symmetric positive definite covariance matrix. The function simulates a data set from this model with 2500 groups and the number of observation in each group being a random draw from {20,21,...,30}.}
       | 
NOTE r-release-macos-arm64

Rd files

checkRd: (-1) glmmSimData.Rd:4: Lost braces; missing escapes or markup?
     4 | \description{Section 4.1.2 of the refence below descries a simulation study with data generated from a probit mixed model with six fixed effects parameters and a bivariate random effects vector having a 2 by 2 symmetric positive definite covariance matrix. The function simulates a data set from this model with 2500 groups and the number of observation in each group being a random draw from {20,21,...,30}.}
       | 
NOTE r-release-macos-x86_64

Rd files

checkRd: (-1) glmmSimData.Rd:4: Lost braces; missing escapes or markup?
     4 | \description{Section 4.1.2 of the refence below descries a simulation study with data generated from a probit mixed model with six fixed effects parameters and a bivariate random effects vector having a 2 by 2 symmetric positive definite covariance matrix. The function simulates a data set from this model with 2500 groups and the number of observation in each group being a random draw from {20,21,...,30}.}
       | 
NOTE r-release-windows-x86_64

Rd files

checkRd: (-1) glmmSimData.Rd:4: Lost braces; missing escapes or markup?
     4 | \description{Section 4.1.2 of the refence below descries a simulation study with data generated from a probit mixed model with six fixed effects parameters and a bivariate random effects vector having a 2 by 2 symmetric positive definite covariance matrix. The function simulates a data set from this model with 2500 groups and the number of observation in each group being a random draw from {20,21,...,30}.}
       | 
NOTE r-oldrel-macos-arm64

Rd files

checkRd: (-1) glmmSimData.Rd:4: Lost braces; missing escapes or markup?
     4 | \description{Section 4.1.2 of the refence below descries a simulation study with data generated from a probit mixed model with six fixed effects parameters and a bivariate random effects vector having a 2 by 2 symmetric positive definite covariance matrix. The function simulates a data set from this model with 2500 groups and the number of observation in each group being a random draw from {20,21,...,30}.}
       | 
NOTE r-oldrel-macos-x86_64

Rd files

checkRd: (-1) glmmSimData.Rd:4: Lost braces; missing escapes or markup?
     4 | \description{Section 4.1.2 of the refence below descries a simulation study with data generated from a probit mixed model with six fixed effects parameters and a bivariate random effects vector having a 2 by 2 symmetric positive definite covariance matrix. The function simulates a data set from this model with 2500 groups and the number of observation in each group being a random draw from {20,21,...,30}.}
       | 
NOTE r-oldrel-windows-x86_64

Rd files

checkRd: (-1) glmmSimData.Rd:4: Lost braces; missing escapes or markup?
     4 | \description{Section 4.1.2 of the refence below descries a simulation study with data generated from a probit mixed model with six fixed effects parameters and a bivariate random effects vector having a 2 by 2 symmetric positive definite covariance matrix. The function simulates a data set from this model with 2500 groups and the number of observation in each group being a random draw from {20,21,...,30}.}
       | 

Dependency Network

Dependencies Reverse dependencies lme4 matrixcalc glmmEP

Version History

new 1.0-3.1 Mar 10, 2026