View source: R/create-simulations.R

simulate_group_inter | R Documentation |

Simulate a partial linear semiparametric mixed-effects model.

```
simulate_group_inter(
N = 50,
n_mvnorm = 100,
grouped = TRUE,
timepoints = 3:5,
nonpara_inter = TRUE,
sample_from,
cos = FALSE,
A_vec = c(1, 1.5)
)
```

`N` |
Number of subjects. |

`n_mvnorm` |
Number of covariate generates from a multivariate normal distribution. |

`grouped` |
Logical indicating whether to include grouping effect. |

`timepoints` |
Vector specifying timepoints for each subject. |

`nonpara_inter` |
Logical indicating whether the nonparametric function is specific to each group. |

`sample_from` |
Vector of time points to sample from. |

`cos` |
Logical indicating whether to use cosine function for second group. |

`A_vec` |
Vector of amplitudes for the nonlinear functions for each group. |

A list with three components:

`sim` |
Simulated data frame. |

`phi` |
Individual random intercepts. |

`f_val` |
Values of the nonlinear functions. |

```
simulate_group_inter(
N = 50, n_mvnorm = 100, grouped = TRUE,
timepoints = 3:5, nonpara_inter = TRUE,
sample_from = seq(0, 10, by = 0.1), cos = FALSE, A_vec = c(1, 1.5)
)
```

Embedding an R snippet on your website

Add the following code to your website.

For more information on customizing the embed code, read Embedding Snippets.