Description Usage Arguments Value References See Also Examples
Common principal component Analysis
1 |
Data |
a numeric matrix or data frame |
Group |
a vector of factors associated with group structure |
Scale |
scaling variables, by default is False. By default data are centered within groups. |
graph |
should loading and component be plotted |
list with the following results:
Data |
Original data |
Con.Data |
Concatenated centered data |
split.Data |
Group centered data |
Group |
Group as a factor vector |
loadings.common |
Matrix of common loadings |
lambda |
The specific variances of group |
exp.var |
Percentages of total variance recovered associated with each dimension |
B. N. Flury (1984). Common principal components in k groups. Journal of the American Statistical Association, 79, 892-898.
A. Eslami, E. M. Qannari, A. Kohler and S. Bougeard (2013). General overview of methods of analysis of multi-group datasets, Revue des Nouvelles Technologies de l'Information, 25, 108-123.
mgPCA
, DGPA
, DCCSWA
, DSTATIS
, BGC
, summarize
, TBWvariance
, loadingsplot
, scoreplot
, iris
1 2 3 4 5 |
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