lava

Latent Variable Models

CRAN Package

A general implementation of Structural Equation Models with latent variables (MLE, 2SLS, and composite likelihood estimators) with both continuous, censored, and ordinal outcomes (Holst and Budtz-Joergensen (2013) <doi:10.1007/s00180-012-0344-y>). Mixture latent variable models and non-linear latent variable models (Holst and Budtz-Joergensen (2020) <doi:10.1093/biostatistics/kxy082>). The package also provides methods for graph exploration (d-separation, back-door criterion), simulation of general non-linear latent variable models, and estimation of influence functions for a broad range of statistical models.


Documentation


Team


Insights

Last 30 days

This package has been downloaded 163,487 times in the last 30 days. Practically an academic rockstar! That's enough downloads to cause murmurs at international conferences. The following heatmap shows the distribution of downloads per day. Yesterday, it was downloaded 6,909 times.

Sun
Mon
Tue
Wed
Thu
Fri
Sat
0 downloadsMar 2, 2025
0 downloadsMar 3, 2025
6,434 downloadsMar 4, 2025
5,770 downloadsMar 5, 2025
6,004 downloadsMar 6, 2025
5,198 downloadsMar 7, 2025
3,058 downloadsMar 8, 2025
3,293 downloadsMar 9, 2025
6,075 downloadsMar 10, 2025
6,367 downloadsMar 11, 2025
6,137 downloadsMar 12, 2025
6,002 downloadsMar 13, 2025
5,299 downloadsMar 14, 2025
3,397 downloadsMar 15, 2025
3,508 downloadsMar 16, 2025
6,090 downloadsMar 17, 2025
6,456 downloadsMar 18, 2025
7,016 downloadsMar 19, 2025
6,786 downloadsMar 20, 2025
5,659 downloadsMar 21, 2025
3,071 downloadsMar 22, 2025
3,895 downloadsMar 23, 2025
6,081 downloadsMar 24, 2025
7,019 downloadsMar 25, 2025
6,672 downloadsMar 26, 2025
6,836 downloadsMar 27, 2025
5,785 downloadsMar 28, 2025
3,461 downloadsMar 29, 2025
3,211 downloadsMar 30, 2025
5,770 downloadsMar 31, 2025
6,228 downloadsApr 1, 2025
6,909 downloadsApr 2, 2025
0 downloadsApr 3, 2025
0 downloadsApr 4, 2025
0 downloadsApr 5, 2025
3,058
7,019

The following line graph shows the downloads per day. You can hover over the graph to see the exact number of downloads per day.

Last 365 days

This package has been downloaded 1,575,647 times in the last 365 days. This is the academic equivalent of going platinum. Except, you know, with more charts and fewer screaming fans. Congratulations! The day with the most downloads was Jan 13, 2025 with 7,760 downloads.

The following line graph shows the downloads per day. You can hover over the graph to see the exact number of downloads per day.

Data provided by CRAN


Binaries


Dependencies

  • Imports6 packages
  • Suggests21 packages
  • Reverse Depends3 packages
  • Reverse Imports11 packages