Structure for Organizing Monte Carlo Simulation Designs

add_missing | Add missing values to a vector given a MCAR, MAR, or MNAR... |

aggregate_simulations | Collapse separate simulation files into a single result |

Analyse | Compute estimates and statistics |

Attach | Attach the simulation conditions for easier reference |

BF_sim | Example simulation from Brown and Forsythe (1974) |

BF_sim_alternative | (Alternative) Example simulation from Brown and Forsythe... |

bias | Compute (relative/standardized) bias summary statistic |

boot_predict | Compute prediction estimates for the replication size using... |

ECR | Compute the empirical coverage rate for Type I errors and... |

EDR | Compute the empirical detection rate for Type I errors and... |

Generate | Generate data |

IRMSE | Compute the integrated root mean-square error |

MAE | Compute the mean absolute error |

MSRSE | Compute the relative performance behavior of collections of... |

quiet | Suppress function messages and Concatenate and Print (cat) |

RD | Compute the relative difference |

RE | Compute the relative efficiency of multiple estimators |

rejectionSampling | Rejection sampling (i.e., accept-reject method) to draw... |

rHeadrick | Generate non-normal data with Headrick's (2002) method |

rint | Generate integer values within specified range |

rinvWishart | Generate data with the inverse Wishart distribution |

rmgh | Generate data with the multivariate g-and-h distribution |

RMSE | Compute the (normalized) root mean square error |

rmvnorm | Generate data with the multivariate normal (i.e., Gaussian)... |

rmvt | Generate data with the multivariate t distribution |

rtruncate | Generate a random set of values within a truncated range |

runSimulation | Run a Monte Carlo simulation given a data.frame of conditions... |

rValeMaurelli | Generate non-normal data with Vale & Maurelli's (1983) method |

Serlin2000 | Empirical detection robustness method suggested by Serlin... |

SimAnova | Function for decomposing the simulation into ANOVA-based... |

SimBoot | Function to present bootstrap standard errors estimates for... |

SimClean | Removes/cleans files and folders that have been saved |

SimDesign | Structure for Organizing Monte Carlo Simulation Designs |

SimFunctions | Skeleton functions for simulations |

SimResults | Function to read in saved simulation results |

SimShiny | Generate a basic Monte Carlo simulation GUI template |

subset.SimDesign | Subset method for SimDesign objects |

Summarise | Summarise simulated data using various population comparison... |

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