View source: R/ConstrainedLogisticBiplot.R

ConstrainedLogisticBiplot | R Documentation |

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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