MNIPALS | R Documentation |

Caculate the estimator on the MNIPALS method

MNIPALS(data = 0, data0, real = TRUE, example = FALSE)

`data` |
is the orignal data set |

`data0` |
is the missing data set |

`real` |
is to judge whether the data set is a real missing data set |

`example` |
is to judge whether the data set is a simulation example |

`XMNIPALS` |
is the estimator on the MNIPALS method |

`MSEMNIPALS` |
is the MSE value of the MNIPALS method |

`MAEMNIPALS` |
is the MAE value of the MNIPALS method |

`REMNIPALS` |
is the RE value of the MNIPALS method |

`GCVMNIPALS` |
is the GCV value of the MNIPALS method |

`timeMNIPALS` |
is the time cost of the MNIPALS method |

library(MASS) n=100;p=10;per=0.1 X0=data=matrix(mvrnorm(n*p,0,1),n,p) m=round(per*n*p,digits=0) mr=sample(1:(n*p),m,replace=FALSE) X0[mr]=NA;data0=X0 MNIPALS(data=data,data0=data0,real=FALSE,example=FALSE)

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