CIMPLE

Analysis of Longitudinal Electronic Health Record (EHR) Data with Possibly Informative Observational Time

CRAN Package

Analyzes longitudinal Electronic Health Record (EHR) data with possibly informative observational time. These methods are grouped into two classes depending on the inferential task. One group focuses on estimating the effect of an exposure on a longitudinal biomarker while the other group assesses the impact of a longitudinal biomarker on time-to-diagnosis outcomes. The accompanying paper is Du et al (2024) doi:10.48550/arXiv.2410.13113.


Documentation


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Insights

Last 30 days

This package has been downloaded 475 times in the last 30 days. Now we're getting somewhere! Enough downloads to populate a lively group chat. The following heatmap shows the distribution of downloads per day. Yesterday, it was downloaded 52 times.

Sun
Mon
Tue
Wed
Thu
Fri
Sat
0 downloadsMar 2, 2025
8 downloadsMar 3, 2025
51 downloadsMar 4, 2025
6 downloadsMar 5, 2025
5 downloadsMar 6, 2025
7 downloadsMar 7, 2025
42 downloadsMar 8, 2025
3 downloadsMar 9, 2025
4 downloadsMar 10, 2025
7 downloadsMar 11, 2025
6 downloadsMar 12, 2025
47 downloadsMar 13, 2025
4 downloadsMar 14, 2025
6 downloadsMar 15, 2025
4 downloadsMar 16, 2025
26 downloadsMar 17, 2025
22 downloadsMar 18, 2025
5 downloadsMar 19, 2025
13 downloadsMar 20, 2025
14 downloadsMar 21, 2025
3 downloadsMar 22, 2025
12 downloadsMar 23, 2025
47 downloadsMar 24, 2025
5 downloadsMar 25, 2025
12 downloadsMar 26, 2025
5 downloadsMar 27, 2025
44 downloadsMar 28, 2025
1 downloadsMar 29, 2025
9 downloadsMar 30, 2025
5 downloadsMar 31, 2025
52 downloadsApr 1, 2025
0 downloadsApr 2, 2025
0 downloadsApr 3, 2025
0 downloadsApr 4, 2025
0 downloadsApr 5, 2025
1
52

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 2,416 times in the last 365 days. Consider this 'mid-tier influencer' status—if it were a TikTok, it would get a nod from nieces and nephews. The day with the most downloads was Jan 24, 2025 with 55 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


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Dependencies

  • Imports8 packages