Description Usage Arguments Value

Obtain posterior means and credible intervals of the effects.

1 | ```
bnpmediation(obj1, obj0, q, NN = 100, n1, n0, extra.thin = 5)
``` |

`obj1` |
The fitted model of the observed data under Z=1 from DPdensity |

`obj0` |
The fitted model of the observed data under Z=0 from Dpdensity |

`q` |
A dimension of the observed data, i.e., number of covariates plus 2 |

`NN` |
Number of samples drawn for each iteration from the joint distribution of the mediator and the covariates. Default is 100. |

`n1` |
Number of observations under Z=1 |

`n0` |
Number of observations under Z=0 |

`extra.thin` |
Giving the extra thinning interval |

ENIE Posterior mean of the NIE

ENDE Posterior mean of the NDE

ETE Posterior mean of the TE

IE.c.i 95% C.I. of the NIE

DE.c.i 95% C.I. of the NDE

TE.c.i 95% C.I. of the TE

Y11 Posterior samples of Y11

Y00 Posterior samples of Y00

Y10 Posterior samples of Y10

lit777/BNPMediation documentation built on May 23, 2019, 9:33 a.m.

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