Constrained Binary Logistic Biplot
Constrained Binary Logistic Biplot or Redundancy Analysis for Binary Data based on logistic responses
ConstrainedLogisticBiplot(Y, X, dim = 2, Scaling = 5, tolerance = 1e-05, maxiter = 100, penalization = 0.1)
Y |
A binary data matrix |
X |
A matrix of predictors |
dim |
Dimension of the Solution |
Scaling |
Transformation of the columns of the predictor matrix. |
tolerance |
Tolerance for the algorithm |
maxiter |
Maximum number of iterations. |
penalization |
Penalization for the fit (ridge) |
Constrained Binary Logistic Biplot or Redundancy Analysis for Binary Data based on logistic responses.
A logistic Biplot with the reponse and the predictive variables projected onto it.
Jose Luis Vicente-Villardon
Vicente-Villardon, J. L., & Vicente-Gonzalez, L. Redundancy Analysis for Binary Data Based on Logistic Responses in Data Analysis and Rationality in a Complex World. Springer.
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