VCA

Variance Component Analysis

CRAN Package

ANOVA and REML estimation of linear mixed models is implemented, once following Searle et al. (1991, ANOVA for unbalanced data), once making use of the 'lme4' package. The primary objective of this package is to perform a variance component analysis (VCA) according to CLSI EP05-A3 guideline "Evaluation of Precision of Quantitative Measurement Procedures" (2014). There are plotting methods for visualization of an experimental design, plotting random effects and residuals. For ANOVA type estimation two methods for computing ANOVA mean squares are implemented (SWEEP and quadratic forms). The covariance matrix of variance components can be derived, which is used in estimating confidence intervals. Linear hypotheses of fixed effects and LS means can be computed. LS means can be computed at specific values of covariables and with custom weighting schemes for factor variables. See ?VCA for a more comprehensive description of the features.


Documentation


Team


Insights

Last 30 days

This package has been downloaded 1,098 times in the last 30 days. Now we’re talking! This work is officially 'heard of in academic circles', just like those wild research papers on synthetic bananas. The following heatmap shows the distribution of downloads per day. Yesterday, it was downloaded 45 times.

Sun
Mon
Tue
Wed
Thu
Fri
Sat
0 downloadsFeb 9, 2025
0 downloadsFeb 10, 2025
0 downloadsFeb 11, 2025
0 downloadsFeb 12, 2025
0 downloadsFeb 13, 2025
74 downloadsFeb 14, 2025
17 downloadsFeb 15, 2025
33 downloadsFeb 16, 2025
29 downloadsFeb 17, 2025
54 downloadsFeb 18, 2025
23 downloadsFeb 19, 2025
97 downloadsFeb 20, 2025
17 downloadsFeb 21, 2025
21 downloadsFeb 22, 2025
22 downloadsFeb 23, 2025
27 downloadsFeb 24, 2025
16 downloadsFeb 25, 2025
37 downloadsFeb 26, 2025
71 downloadsFeb 27, 2025
49 downloadsFeb 28, 2025
65 downloadsMar 1, 2025
13 downloadsMar 2, 2025
21 downloadsMar 3, 2025
75 downloadsMar 4, 2025
58 downloadsMar 5, 2025
25 downloadsMar 6, 2025
18 downloadsMar 7, 2025
9 downloadsMar 8, 2025
6 downloadsMar 9, 2025
31 downloadsMar 10, 2025
33 downloadsMar 11, 2025
20 downloadsMar 12, 2025
28 downloadsMar 13, 2025
64 downloadsMar 14, 2025
45 downloadsMar 15, 2025
6
97

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 11,836 times in the last 365 days. That's enough downloads to make it mildly famous in niche technical communities. A badge of honor! The day with the most downloads was May 29, 2024 with 138 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

  • Imports3 packages
  • Suggests6 packages
  • Reverse Imports4 packages