rvif

Collinearity Detection using Redefined Variance Inflation Factor and Graphical Methods

CRAN Package

The detection of troubling approximate collinearity in a multiple linear regression model is a classical problem in Econometrics. The objective of this package is to detect it using the variance inflation factor redefined and the scatterplot between the variance inflation factor and the coefficient of variation. For more details see Salmerón R., García C.B. and García J. (2018) doi:10.1080/00949655.2018.1463376, Salmerón, R., Rodríguez, A. and García C. (2020) doi:10.1007/s00180-019-00922-x, Salmerón, R., García, C.B, Rodríguez, A. and García, C. (2022) doi:10.32614/RJ-2023-010, Salmerón, R., García, C.B. and García, J. (2024) doi:10.1007/s10614-024-10575-8 and Salmerón, R., García, C.B, García J. (2023, working paper) doi:10.48550/arXiv.2005.02245.


Team


Insights

Last 30 days

This package has been downloaded 485 times in the last 30 days. Enough downloads to make a small wave in the niche community. The curiosity is spreading! The following heatmap shows the distribution of downloads per day. Yesterday, it was downloaded 57 times.

Sun
Mon
Tue
Wed
Thu
Fri
Sat
0 downloadsMar 2, 2025
5 downloadsMar 3, 2025
55 downloadsMar 4, 2025
10 downloadsMar 5, 2025
5 downloadsMar 6, 2025
6 downloadsMar 7, 2025
44 downloadsMar 8, 2025
1 downloadsMar 9, 2025
8 downloadsMar 10, 2025
10 downloadsMar 11, 2025
6 downloadsMar 12, 2025
44 downloadsMar 13, 2025
4 downloadsMar 14, 2025
6 downloadsMar 15, 2025
13 downloadsMar 16, 2025
25 downloadsMar 17, 2025
25 downloadsMar 18, 2025
6 downloadsMar 19, 2025
7 downloadsMar 20, 2025
11 downloadsMar 21, 2025
6 downloadsMar 22, 2025
6 downloadsMar 23, 2025
47 downloadsMar 24, 2025
3 downloadsMar 25, 2025
5 downloadsMar 26, 2025
5 downloadsMar 27, 2025
51 downloadsMar 28, 2025
2 downloadsMar 29, 2025
5 downloadsMar 30, 2025
7 downloadsMar 31, 2025
57 downloadsApr 1, 2025
0 downloadsApr 2, 2025
0 downloadsApr 3, 2025
0 downloadsApr 4, 2025
0 downloadsApr 5, 2025
1
57

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 4,224 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 Nov 23, 2024 with 68 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

  • Depends1 package