Description Usage Arguments Author(s) See Also Examples

Computes sequential evidence ratios, either based on the AIC or the BIC.
Supported models currently include `lm`

, `merMod`

, or `brmsfit`

models.
When data involve repeated measures (and so multiple lines per subject),
a column indicating the subject "id" should be provided to the `id`

argument.
If nothing is passed to the `id`

argument, `seqER`

will suppose
that there is only one observation (i.e., one line) per subject.

1 2 |

`ic` |
Indicates whether to use the aic or the bic. |

`mod1` |
A model of class |

`mod2` |
A model of class |

`nmin` |
Minimum sample size from which start to compute sequential evidence ratios. |

`id` |
If applicable (i.e., repeated measures), name of the "id" column of your dataframe, in character string. |

`boundary` |
The Evidence Ratio (or its reciprocal) at which the run is stopped as well |

`blind` |
If true, the function only returns a "continue or stop" message |

`nsims` |
Number of permutation samples to evaluate (is ignored if blind = TRUE) |

Ladislas Nalborczyk <[email protected]>

1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 | ```
## Not run:
data(mtcars)
mod1 <- lm(mpg ~ cyl, mtcars)
mod2 <- lm(mpg ~ cyl + disp, mtcars)
seqER(ic = bic, mod1, mod2, nmin = 10)
# Example with ten permutation samples
data(mtcars)
mod1 <- lm(mpg ~ cyl, mtcars)
mod2 <- lm(mpg ~ cyl + disp, mtcars)
seqER(ic = bic, mod1, mod2, nmin = 10, nsims = 10)
# Example with blinding
data(mtcars)
mod1 <- lm(mpg ~ cyl, mtcars)
mod2 <- lm(mpg ~ cyl + disp, mtcars)
seqER(ic = bic, mod1, mod2, nmin = 10, boundary = 10, blind = TRUE)
# Example with repeated measures
library(lme4)
data(sleepstudy)
mod1 <- lmer(Reaction ~ Days + (1|Subject), sleepstudy)
mod2 <- lmer(Reaction ~ Days + I(Days^2) + (1|Subject), sleepstudy)
seqER(ic = bic, mod1, mod2, nmin = 10, id = "Subject", nsims = 10)
# Example with brmsfit models
library(brms)
mod1 <- brm(Reaction ~ Days + (1|Subject), sleepstudy)
mod2 <- brm(Reaction ~ Days + I(Days^2) + (1|Subject), sleepstudy)
seqER(ic = WAIC, mod1, mod2, nmin = 10, id = "Subject", nsims = 10)
## End(Not run)
``` |

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