Skip to content

lavacreg

Latent Variable Count Regression Models

v0.2-2 · Jun 13, 2024 · GPL (>= 2)
CRAN GitHub Mirror

Description

Estimation of a multi-group count regression models (i.e., Poisson, negative binomial) with latent covariates. This packages provides two extensions compared to ordinary count regression models based on a generalized linear model: First, measurement models for the predictors can be specified allowing to account for measurement error. Second, the count regression can be simultaneously estimated in multiple groups with stochastic group weights. The marginal maximum likelihood estimation is described in Kiefer & Mayer (2020) <doi:10.1080/00273171.2020.1751027>.

Downloads

CRAN

603

Last 30 days

5457th

1.9K

Last 90 days

7.7K

Last year

Trend: -10.7% (30d vs prior 30d)

r2u CRAN

24

Last 30 days

115

Last 90 days

402

Last year

Trend: -40% (30d vs prior 30d)

autoCRAN

2

Last 7 days

4

Last 30 days

0

All-time

autoCRAN-only: this name is served only by autoCRAN, so the count is exact.

CRAN Check Status

13 NOTE
Show all 13 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-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 (13 non-OK)
NOTE r-devel-linux-x86_64-debian-clang

DESCRIPTION meta-information

Missing dependency on R >= 4.1.0 because package code uses the pipe
  |> or function shorthand \(...) syntax added in R 4.1.0.
  File(s) using such syntax:
    ‘00methods.R’ ‘creg_datalist.R’ ‘creg_input.R’ ‘creg_partable.R’
    ‘creg_startvals.r’
NOTE r-devel-linux-x86_64-debian-gcc

DESCRIPTION meta-information

Missing dependency on R >= 4.1.0 because package code uses the pipe
  |> or function shorthand \(...) syntax added in R 4.1.0.
  File(s) using such syntax:
    ‘00methods.R’ ‘creg_datalist.R’ ‘creg_input.R’ ‘creg_partable.R’
    ‘creg_startvals.r’
NOTE r-devel-linux-x86_64-fedora-clang

DESCRIPTION meta-information

Missing dependency on R >= 4.1.0 because package code uses the pipe
  |> or function shorthand \(...) syntax added in R 4.1.0.
  File(s) using such syntax:
    ‘00methods.R’ ‘creg_datalist.R’ ‘creg_input.R’ ‘creg_partable.R’
    ‘creg_startvals.r’
NOTE r-devel-linux-x86_64-fedora-gcc

DESCRIPTION meta-information

Missing dependency on R >= 4.1.0 because package code uses the pipe
  |> or function shorthand \(...) syntax added in R 4.1.0.
  File(s) using such syntax:
    ‘00methods.R’ ‘creg_datalist.R’ ‘creg_input.R’ ‘creg_partable.R’
    ‘creg_startvals.r’
NOTE r-devel-windows-x86_64

DESCRIPTION meta-information

Missing dependency on R >= 4.1.0 because package code uses the pipe
  |> or function shorthand \(...) syntax added in R 4.1.0.
  File(s) using such syntax:
    '00methods.R' 'creg_datalist.R' 'creg_input.R' 'creg_partable.R'
    'creg_startvals.r'
NOTE r-oldrel-macos-arm64

DESCRIPTION meta-information

Missing dependency on R >= 4.1.0 because package code uses the pipe
  |> or function shorthand \(...) syntax added in R 4.1.0.
  File(s) using such syntax:
    ‘00methods.R’ ‘creg_datalist.R’ ‘creg_input.R’ ‘creg_partable.R’
    ‘creg_startvals.r’
NOTE r-oldrel-macos-x86_64

DESCRIPTION meta-information

Missing dependency on R >= 4.1.0 because package code uses the pipe
  |> or function shorthand \(...) syntax added in R 4.1.0.
  File(s) using such syntax:
    ‘00methods.R’ ‘creg_datalist.R’ ‘creg_input.R’ ‘creg_partable.R’
    ‘creg_startvals.r’
NOTE r-oldrel-windows-x86_64

DESCRIPTION meta-information

Missing dependency on R >= 4.1.0 because package code uses the pipe
  |> or function shorthand \(...) syntax added in R 4.1.0.
  File(s) using such syntax:
    '00methods.R' 'creg_datalist.R' 'creg_input.R' 'creg_partable.R'
    'creg_startvals.r'
NOTE r-patched-linux-x86_64

DESCRIPTION meta-information

Missing dependency on R >= 4.1.0 because package code uses the pipe
  |> or function shorthand \(...) syntax added in R 4.1.0.
  File(s) using such syntax:
    ‘00methods.R’ ‘creg_datalist.R’ ‘creg_input.R’ ‘creg_partable.R’
    ‘creg_startvals.r’
NOTE r-release-linux-x86_64

DESCRIPTION meta-information

Missing dependency on R >= 4.1.0 because package code uses the pipe
  |> or function shorthand \(...) syntax added in R 4.1.0.
  File(s) using such syntax:
    ‘00methods.R’ ‘creg_datalist.R’ ‘creg_input.R’ ‘creg_partable.R’
    ‘creg_startvals.r’
NOTE r-release-macos-arm64

DESCRIPTION meta-information

Missing dependency on R >= 4.1.0 because package code uses the pipe
  |> or function shorthand \(...) syntax added in R 4.1.0.
  File(s) using such syntax:
    ‘00methods.R’ ‘creg_datalist.R’ ‘creg_input.R’ ‘creg_partable.R’
    ‘creg_startvals.r’
NOTE r-release-macos-x86_64

DESCRIPTION meta-information

Missing dependency on R >= 4.1.0 because package code uses the pipe
  |> or function shorthand \(...) syntax added in R 4.1.0.
  File(s) using such syntax:
    ‘00methods.R’ ‘creg_datalist.R’ ‘creg_input.R’ ‘creg_partable.R’
    ‘creg_startvals.r’
NOTE r-release-windows-x86_64

DESCRIPTION meta-information

Missing dependency on R >= 4.1.0 because package code uses the pipe
  |> or function shorthand \(...) syntax added in R 4.1.0.
  File(s) using such syntax:
    '00methods.R' 'creg_datalist.R' 'creg_input.R' 'creg_partable.R'
    'creg_startvals.r'

Check History

NOTE 3 OK · 11 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE Apr 22, 2026
NOTE r-devel-linux-x86_64-debian-clang

DESCRIPTION meta-information

Missing dependency on R >= 4.1.0 because package code uses the pipe
  |> or function shorthand \(...) syntax added in R 4.1.0.
  File(s) using such syntax:
    ‘00methods.R’ ‘creg_datalist.R’ ‘creg_input.R’ ‘creg_partable.R’
    ‘creg_startvals.r’
NOTE r-devel-linux-x86_64-debian-gcc

DESCRIPTION meta-information

Missing dependency on R >= 4.1.0 because package code uses the pipe
  |> or function shorthand \(...) syntax added in R 4.1.0.
  File(s) using such syntax:
    ‘00methods.R’ ‘creg_datalist.R’ ‘creg_input.R’ ‘creg_partable.R’
    ‘creg_startvals.r’
NOTE r-devel-linux-x86_64-fedora-clang

DESCRIPTION meta-information

Missing dependency on R >= 4.1.0 because package code uses the pipe
  |> or function shorthand \(...) syntax added in R 4.1.0.
  File(s) using such syntax:
    ‘00methods.R’ ‘creg_datalist.R’ ‘creg_input.R’ ‘creg_partable.R’
    ‘creg_startvals.r’
NOTE r-devel-linux-x86_64-fedora-gcc

DESCRIPTION meta-information

Missing dependency on R >= 4.1.0 because package code uses the pipe
  |> or function shorthand \(...) syntax added in R 4.1.0.
  File(s) using such syntax:
    ‘00methods.R’ ‘creg_datalist.R’ ‘creg_input.R’ ‘creg_partable.R’
    ‘creg_startvals.r’
NOTE r-devel-macos-arm64

DESCRIPTION meta-information

Missing dependency on R >= 4.1.0 because package code uses the pipe
  |> or function shorthand \(...) syntax added in R 4.1.0.
  File(s) using such syntax:
    ‘00methods.R’ ‘creg_datalist.R’ ‘creg_input.R’ ‘creg_partable.R’
    ‘creg_startvals.r’
NOTE r-devel-windows-x86_64

DESCRIPTION meta-information

Missing dependency on R >= 4.1.0 because package code uses the pipe
  |> or function shorthand \(...) syntax added in R 4.1.0.
  File(s) using such syntax:
    '00methods.R' 'creg_datalist.R' 'creg_input.R' 'creg_partable.R'
    'creg_startvals.r'
NOTE r-patched-linux-x86_64

DESCRIPTION meta-information

Missing dependency on R >= 4.1.0 because package code uses the pipe
  |> or function shorthand \(...) syntax added in R 4.1.0.
  File(s) using such syntax:
    ‘00methods.R’ ‘creg_datalist.R’ ‘creg_input.R’ ‘creg_partable.R’
    ‘creg_startvals.r’
NOTE r-release-linux-x86_64

DESCRIPTION meta-information

Missing dependency on R >= 4.1.0 because package code uses the pipe
  |> or function shorthand \(...) syntax added in R 4.1.0.
  File(s) using such syntax:
    ‘00methods.R’ ‘creg_datalist.R’ ‘creg_input.R’ ‘creg_partable.R’
    ‘creg_startvals.r’
NOTE r-release-macos-arm64

DESCRIPTION meta-information

Missing dependency on R >= 4.1.0 because package code uses the pipe
  |> or function shorthand \(...) syntax added in R 4.1.0.
  File(s) using such syntax:
    ‘00methods.R’ ‘creg_datalist.R’ ‘creg_input.R’ ‘creg_partable.R’
    ‘creg_startvals.r’
NOTE r-release-macos-x86_64

DESCRIPTION meta-information

Missing dependency on R >= 4.1.0 because package code uses the pipe
  |> or function shorthand \(...) syntax added in R 4.1.0.
  File(s) using such syntax:
    ‘00methods.R’ ‘creg_datalist.R’ ‘creg_input.R’ ‘creg_partable.R’
    ‘creg_startvals.r’
NOTE r-release-windows-x86_64

DESCRIPTION meta-information

Missing dependency on R >= 4.1.0 because package code uses the pipe
  |> or function shorthand \(...) syntax added in R 4.1.0.
  File(s) using such syntax:
    '00methods.R' 'creg_datalist.R' 'creg_input.R' 'creg_partable.R'
    'creg_startvals.r'
ERROR 3 OK · 10 NOTE · 0 WARNING · 1 ERROR · 0 FAILURE Apr 18, 2026
NOTE r-devel-linux-x86_64-debian-clang

DESCRIPTION meta-information

Missing dependency on R >= 4.1.0 because package code uses the pipe
  |> or function shorthand \(...) syntax added in R 4.1.0.
  File(s) using such syntax:
    ‘00methods.R’ ‘creg_datalist.R’ ‘creg_input.R’ ‘creg_partable.R’
    ‘creg_startvals.r’
NOTE r-devel-linux-x86_64-debian-gcc

DESCRIPTION meta-information

Missing dependency on R >= 4.1.0 because package code uses the pipe
  |> or function shorthand \(...) syntax added in R 4.1.0.
  File(s) using such syntax:
    ‘00methods.R’ ‘creg_datalist.R’ ‘creg_input.R’ ‘creg_partable.R’
    ‘creg_startvals.r’
NOTE r-devel-linux-x86_64-fedora-clang

DESCRIPTION meta-information

Missing dependency on R >= 4.1.0 because package code uses the pipe
  |> or function shorthand \(...) syntax added in R 4.1.0.
  File(s) using such syntax:
    ‘00methods.R’ ‘creg_datalist.R’ ‘creg_input.R’ ‘creg_partable.R’
    ‘creg_startvals.r’
NOTE r-devel-linux-x86_64-fedora-gcc

DESCRIPTION meta-information

Missing dependency on R >= 4.1.0 because package code uses the pipe
  |> or function shorthand \(...) syntax added in R 4.1.0.
  File(s) using such syntax:
    ‘00methods.R’ ‘creg_datalist.R’ ‘creg_input.R’ ‘creg_partable.R’
    ‘creg_startvals.r’
NOTE r-devel-macos-arm64

DESCRIPTION meta-information

Missing dependency on R >= 4.1.0 because package code uses the pipe
  |> or function shorthand \(...) syntax added in R 4.1.0.
  File(s) using such syntax:
    ‘00methods.R’ ‘creg_datalist.R’ ‘creg_input.R’ ‘creg_partable.R’
    ‘creg_startvals.r’
ERROR r-devel-windows-x86_64

whether package can be installed

Installation failed.
See 'd:/Rcompile/CRANpkg/local/4.6/lavacreg.Rcheck/00install.out' for details.
NOTE r-patched-linux-x86_64

DESCRIPTION meta-information

Missing dependency on R >= 4.1.0 because package code uses the pipe
  |> or function shorthand \(...) syntax added in R 4.1.0.
  File(s) using such syntax:
    ‘00methods.R’ ‘creg_datalist.R’ ‘creg_input.R’ ‘creg_partable.R’
    ‘creg_startvals.r’
NOTE r-release-linux-x86_64

DESCRIPTION meta-information

Missing dependency on R >= 4.1.0 because package code uses the pipe
  |> or function shorthand \(...) syntax added in R 4.1.0.
  File(s) using such syntax:
    ‘00methods.R’ ‘creg_datalist.R’ ‘creg_input.R’ ‘creg_partable.R’
    ‘creg_startvals.r’
NOTE r-release-macos-arm64

DESCRIPTION meta-information

Missing dependency on R >= 4.1.0 because package code uses the pipe
  |> or function shorthand \(...) syntax added in R 4.1.0.
  File(s) using such syntax:
    ‘00methods.R’ ‘creg_datalist.R’ ‘creg_input.R’ ‘creg_partable.R’
    ‘creg_startvals.r’
NOTE r-release-macos-x86_64

DESCRIPTION meta-information

Missing dependency on R >= 4.1.0 because package code uses the pipe
  |> or function shorthand \(...) syntax added in R 4.1.0.
  File(s) using such syntax:
    ‘00methods.R’ ‘creg_datalist.R’ ‘creg_input.R’ ‘creg_partable.R’
    ‘creg_startvals.r’
NOTE r-release-windows-x86_64

DESCRIPTION meta-information

Missing dependency on R >= 4.1.0 because package code uses the pipe
  |> or function shorthand \(...) syntax added in R 4.1.0.
  File(s) using such syntax:
    '00methods.R' 'creg_datalist.R' 'creg_input.R' 'creg_partable.R'
    'creg_startvals.r'
NOTE 3 OK · 11 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE Mar 10, 2026
NOTE r-devel-linux-x86_64-debian-clang

DESCRIPTION meta-information

Missing dependency on R >= 4.1.0 because package code uses the pipe
  |> or function shorthand \(...) syntax added in R 4.1.0.
  File(s) using such syntax:
    ‘00methods.R’ ‘creg_datalist.R’ ‘creg_input.R’ ‘creg_partable.R’
    ‘creg_startvals.r’
NOTE r-devel-linux-x86_64-debian-gcc

DESCRIPTION meta-information

Missing dependency on R >= 4.1.0 because package code uses the pipe
  |> or function shorthand \(...) syntax added in R 4.1.0.
  File(s) using such syntax:
    ‘00methods.R’ ‘creg_datalist.R’ ‘creg_input.R’ ‘creg_partable.R’
    ‘creg_startvals.r’
NOTE r-devel-linux-x86_64-fedora-clang

DESCRIPTION meta-information

Missing dependency on R >= 4.1.0 because package code uses the pipe
  |> or function shorthand \(...) syntax added in R 4.1.0.
  File(s) using such syntax:
    ‘00methods.R’ ‘creg_datalist.R’ ‘creg_input.R’ ‘creg_partable.R’
    ‘creg_startvals.r’
NOTE r-devel-linux-x86_64-fedora-gcc

DESCRIPTION meta-information

Missing dependency on R >= 4.1.0 because package code uses the pipe
  |> or function shorthand \(...) syntax added in R 4.1.0.
  File(s) using such syntax:
    ‘00methods.R’ ‘creg_datalist.R’ ‘creg_input.R’ ‘creg_partable.R’
    ‘creg_startvals.r’
NOTE r-devel-macos-arm64

DESCRIPTION meta-information

Missing dependency on R >= 4.1.0 because package code uses the pipe
  |> or function shorthand \(...) syntax added in R 4.1.0.
  File(s) using such syntax:
    ‘00methods.R’ ‘creg_datalist.R’ ‘creg_input.R’ ‘creg_partable.R’
    ‘creg_startvals.r’
NOTE r-devel-windows-x86_64

DESCRIPTION meta-information

Missing dependency on R >= 4.1.0 because package code uses the pipe
  |> or function shorthand \(...) syntax added in R 4.1.0.
  File(s) using such syntax:
    '00methods.R' 'creg_datalist.R' 'creg_input.R' 'creg_partable.R'
    'creg_startvals.r'
NOTE r-patched-linux-x86_64

DESCRIPTION meta-information

Missing dependency on R >= 4.1.0 because package code uses the pipe
  |> or function shorthand \(...) syntax added in R 4.1.0.
  File(s) using such syntax:
    ‘00methods.R’ ‘creg_datalist.R’ ‘creg_input.R’ ‘creg_partable.R’
    ‘creg_startvals.r’
NOTE r-release-linux-x86_64

DESCRIPTION meta-information

Missing dependency on R >= 4.1.0 because package code uses the pipe
  |> or function shorthand \(...) syntax added in R 4.1.0.
  File(s) using such syntax:
    ‘00methods.R’ ‘creg_datalist.R’ ‘creg_input.R’ ‘creg_partable.R’
    ‘creg_startvals.r’
NOTE r-release-macos-arm64

DESCRIPTION meta-information

Missing dependency on R >= 4.1.0 because package code uses the pipe
  |> or function shorthand \(...) syntax added in R 4.1.0.
  File(s) using such syntax:
    ‘00methods.R’ ‘creg_datalist.R’ ‘creg_input.R’ ‘creg_partable.R’
    ‘creg_startvals.r’
NOTE r-release-macos-x86_64

DESCRIPTION meta-information

Missing dependency on R >= 4.1.0 because package code uses the pipe
  |> or function shorthand \(...) syntax added in R 4.1.0.
  File(s) using such syntax:
    ‘00methods.R’ ‘creg_datalist.R’ ‘creg_input.R’ ‘creg_partable.R’
    ‘creg_startvals.r’
NOTE r-release-windows-x86_64

DESCRIPTION meta-information

Missing dependency on R >= 4.1.0 because package code uses the pipe
  |> or function shorthand \(...) syntax added in R 4.1.0.
  File(s) using such syntax:
    '00methods.R' 'creg_datalist.R' 'creg_input.R' 'creg_partable.R'
    'creg_startvals.r'

Code

Code metrics have not been computed for this package yet.

Dependency Network

Dependencies Reverse dependencies Rcpp fastGHQuad pracma SparseGrid lavacreg

Version History

7 tracked
new 0.2-2 Mar 10, 2026
updated 0.2-2 ← 0.2-1 diff Jun 12, 2024
updated 0.2-1 ← 0.2-0 diff Oct 25, 2023
updated 0.2-0 ← 0.1-2 diff Oct 22, 2023
updated 0.1-2 ← 0.1-1 diff Aug 18, 2021
updated 0.1-1 ← 0.1-0 diff Mar 2, 2021
new 0.1-0 Feb 15, 2021