lqr

Robust Linear Quantile Regression

CRAN Package

It fits a robust linear quantile regression model using a new family of zero-quantile distributions for the error term. Missing values and censored observations can be handled as well. This family of distribution includes skewed versions of the Normal, Student's t, Laplace, Slash and Contaminated Normal distribution. It also performs logistic quantile regression for bounded responses as shown in Galarza et.al.(2020) doi:10.1007/s13571-020-00231-0. It provides estimates and full inference. It also provides envelopes plots for assessing the fit and confidences bands when several quantiles are provided simultaneously.


Documentation


Team


Insights

Last 30 days

This package has been downloaded 353 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 8 times.

Sun
Mon
Tue
Wed
Thu
Fri
Sat
0 downloadsMar 23, 2025
0 downloadsMar 24, 2025
8 downloadsMar 25, 2025
7 downloadsMar 26, 2025
11 downloadsMar 27, 2025
35 downloadsMar 28, 2025
1 downloadsMar 29, 2025
5 downloadsMar 30, 2025
6 downloadsMar 31, 2025
13 downloadsApr 1, 2025
7 downloadsApr 2, 2025
9 downloadsApr 3, 2025
16 downloadsApr 4, 2025
7 downloadsApr 5, 2025
7 downloadsApr 6, 2025
9 downloadsApr 7, 2025
12 downloadsApr 8, 2025
13 downloadsApr 9, 2025
7 downloadsApr 10, 2025
19 downloadsApr 11, 2025
26 downloadsApr 12, 2025
7 downloadsApr 13, 2025
21 downloadsApr 14, 2025
25 downloadsApr 15, 2025
10 downloadsApr 16, 2025
12 downloadsApr 17, 2025
16 downloadsApr 18, 2025
7 downloadsApr 19, 2025
4 downloadsApr 20, 2025
14 downloadsApr 21, 2025
11 downloadsApr 22, 2025
8 downloadsApr 23, 2025
0 downloadsApr 24, 2025
0 downloadsApr 25, 2025
0 downloadsApr 26, 2025
1
35

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 5,269 times in the last 365 days. Impressive! The kind of number that makes colleagues ask, 'How did you do it?' The day with the most downloads was Jul 01, 2024 with 65 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

  • Imports5 packages
  • Suggests1 package
  • Reverse Imports2 packages