MSinference

Multiscale Inference for Nonparametric Time Trend(s)

CRAN Package

Performs a multiscale analysis of a nonparametric regression or nonparametric regressions with time series errors. In case of one regression, with the help of this package it is possible to detect the regions where the trend function is increasing or decreasing. In case of multiple regressions, the test identifies regions where the trend functions are different from each other. See Khismatullina and Vogt (2020) doi:10.1111/rssb.12347, Khismatullina and Vogt (2022) doi:10.48550/arXiv.2209.10841 and Khismatullina and Vogt (2023) doi:10.1016/j.jeconom.2021.04.010 for more details on theory and applications.


Documentation


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Insights

Last 30 days

This package has been downloaded 226 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 6 times.

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0 downloadsFeb 9, 2025
0 downloadsFeb 10, 2025
11 downloadsFeb 11, 2025
12 downloadsFeb 12, 2025
8 downloadsFeb 13, 2025
12 downloadsFeb 14, 2025
7 downloadsFeb 15, 2025
2 downloadsFeb 16, 2025
14 downloadsFeb 17, 2025
10 downloadsFeb 18, 2025
14 downloadsFeb 19, 2025
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4 downloadsFeb 21, 2025
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3 downloadsFeb 25, 2025
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3 downloadsFeb 28, 2025
14 downloadsMar 1, 2025
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6 downloadsMar 12, 2025
0 downloadsMar 13, 2025
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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 1,808 times in the last 365 days. Now we’re talking! This work is officially 'heard of in academic circles', just like those wild research papers on synthetic bananas. The day with the most downloads was Aug 31, 2024 with 36 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

  • Imports4 packages
  • Suggests2 packages
  • Linking To1 package