simulation-study
There are 16 repositories under simulation-study topic.
LLNL/maestrowf
A tool to easily orchestrate general computational workflows both locally and on supercomputers
QuantLet/Meta_learner-for-Causal-ML
This repository provides R-code for the estimation of the conditional average treatment effect (CATE) using machine learning (ML) methods.
ellessenne/rsimsum
Analysis of simulation studies including Monte Carlo error
Genentech/psborrow2
psborrow2: Bayesian Dynamic Borrowing Simulation Study and Analysis
tpmorris/simtutorial
Files to run example simulation study described in Morris, Crowther and White https://arxiv.org/abs/1712.03198
GlenMartin31/Multivariate-Binary-CPMs
Repo for the paper entitled "Clinical Prediction Models to Predict the Risk of Multiple Binary Outcomes: a comparison of multivariate approaches".
philips-labs/comparison-clustering-longitudinal-data
Supplementary materials for the manuscript "A comparison of methods for clustering longitudinal data with slowly changing trends" by N. G. P. Den Teuling, S.C. Pauws, and E.R. van den Heuvel, published in Communications in Statistics - Simulation and Computation (2021).
Ewan-Keith/rstansim
R package for running simulation studies with stan
AndrewAmore/Clustered-Data-Standard-Error-Estimation
Theoretical analysis of standard error estimation techniques for clustered data, showing biased results using simulations and real case-study data.
davidevdt/bayespcaSim
Simulation Study for the Bayes PCA method
faosorios/BF_EE
Bilinear form test statistics for extremum estimation
niekdt/comparison-clustering-longitudinal-data
Supplementary materials for the manuscript "A comparison of methods for clustering longitudinal data with slowly changing trends" by N. G. P. Den Teuling, S.C. Pauws, and E.R. van den Heuvel, published in Communications in Statistics - Simulation and Computation (2021).
niekdt/meanvar-clustering-longitudinal-data
Supplementary materials for the manuscript "Latent-class trajectory modeling with a heterogeneous mean-variance relation" by N. G. P. Den Teuling, F. Ungolo, S.C. Pauws, and E.R. van den Heuvel
Tanya-Garcia-Lab/HDChangePoint
R package that estimates individual longitudinal trajectories and their inflection points using two estimating procedures: the parametric nonlinear mixed effects model (NLME) and the multi-stage nonparametric approaches.
Mathias-Fuchs/ConfIntVariance
An R package to compute a confidence interval for the sample variance. Don't assume normality.
mliigo/Master-Thesis-Code
Code for Master Thesis titled: "Dynamic Factor Model with Time-Varying Parameters: Simulation Study & Application to International Inflation Dynamics"