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Transformation Models

CRAN Package

Formula-based user-interfaces to specific transformation models implemented in package 'mlt' (doi:10.32614/CRAN.package.mlt, doi:10.32614/CRAN.package.mlt.docreg). Available models include Cox models, some parametric survival models (Weibull, etc.), models for ordered categorical variables, normal and non-normal (Box-Cox type) linear models, and continuous outcome logistic regression (Lohse et al., 2017, doi:10.12688/f1000research.12934.1). The underlying theory is described in Hothorn et al. (2018) doi:10.1111/sjos.12291. An extension to transformation models for clustered data is provided (Barbanti and Hothorn, 2022, doi:10.1093/biostatistics/kxac048). Multivariate conditional transformation models (Klein et al, 2022, doi:10.1111/sjos.12501) and shift-scale transformation models (Siegfried et al, 2023, doi:10.1080/00031305.2023.2203177) can be fitted as well.


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Insights

Last 30 days

This package has been downloaded 2,341 times in the last 30 days. That's enough downloads to impress a room full of undergrads. A commendable achievement indeed. The following heatmap shows the distribution of downloads per day. Yesterday, it was downloaded 46 times.

Sun
Mon
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0 downloadsMar 2, 2025
0 downloadsMar 3, 2025
108 downloadsMar 4, 2025
181 downloadsMar 5, 2025
89 downloadsMar 6, 2025
70 downloadsMar 7, 2025
57 downloadsMar 8, 2025
42 downloadsMar 9, 2025
105 downloadsMar 10, 2025
85 downloadsMar 11, 2025
109 downloadsMar 12, 2025
68 downloadsMar 13, 2025
70 downloadsMar 14, 2025
121 downloadsMar 15, 2025
39 downloadsMar 16, 2025
66 downloadsMar 17, 2025
98 downloadsMar 18, 2025
62 downloadsMar 19, 2025
85 downloadsMar 20, 2025
67 downloadsMar 21, 2025
34 downloadsMar 22, 2025
48 downloadsMar 23, 2025
99 downloadsMar 24, 2025
107 downloadsMar 25, 2025
65 downloadsMar 26, 2025
56 downloadsMar 27, 2025
152 downloadsMar 28, 2025
55 downloadsMar 29, 2025
33 downloadsMar 30, 2025
35 downloadsMar 31, 2025
89 downloadsApr 1, 2025
46 downloadsApr 2, 2025
0 downloadsApr 3, 2025
0 downloadsApr 4, 2025
0 downloadsApr 5, 2025
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181

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 31,132 times in the last 365 days. The academic equivalent of having a dedicated subreddit. There are fans, and maybe even a few trolls! The day with the most downloads was Oct 16, 2024 with 332 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

  • Depends2 packages
  • Imports7 packages
  • Suggests28 packages
  • Reverse Depends5 packages
  • Reverse Imports1 package
  • Reverse Suggests5 packages