GitHub topics: simulation-study
LLNL/maestrowf
A tool to easily orchestrate general computational workflows both locally and on supercomputers
Language: Python - Size: 2.97 MB - Last synced at: 2 days ago - Pushed at: 25 days ago - Stars: 146 - Forks: 43
ellessenne/rsimsum
Analysis of simulation studies including Monte Carlo error
Language: R - Size: 68.8 MB - Last synced at: 4 days ago - Pushed at: about 1 year ago - Stars: 28 - Forks: 7
PZVivian/School.MSc.STATS771_StatsResearchProject
This project investigates the KCV-SMOTE and KFS method and its predictive performance under different proportions of unbalanced data and ratios of signal-to-noise using simulated credit transaction data.
Language: Jupyter Notebook - Size: 2.74 MB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 0 - Forks: 0
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
Language: R - Size: 107 KB - Last synced at: about 2 months ago - Pushed at: about 2 months ago - Stars: 0 - Forks: 0
Genentech/psborrow2
psborrow2: Bayesian Dynamic Borrowing Simulation Study and Analysis
Language: R - Size: 21.7 MB - Last synced at: 11 days ago - Pushed at: 11 days ago - Stars: 18 - Forks: 2
QuantLet/Meta_learner-for-Causal-ML Fork of DanielAubin/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.
Language: R - Size: 3.98 MB - Last synced at: 4 months ago - Pushed at: 4 months ago - Stars: 32 - Forks: 21
osmanmahic/Simulating-misclassification-in-a-RCT
Outcome misclassification in a simulated randomized controlled trial
Language: R - Size: 4.88 KB - Last synced at: 4 months ago - Pushed at: 4 months ago - Stars: 1 - Forks: 0
1lmao/Computational-Statistics
Random number generation, sampling and subsampling, exploratory data analysis, Markov chain Monte Carlo methods, density estimation and EM algorithm.
Language: MATLAB - Size: 224 KB - Last synced at: about 2 months ago - Pushed at: 4 months ago - Stars: 0 - Forks: 0
mliigo/Master-Thesis-Code
Code for Master Thesis titled: "Dynamic Factor Model with Time-Varying Parameters: Simulation Study & Application to International Inflation Dynamics"
Language: Python - Size: 5.02 MB - Last synced at: 6 months ago - Pushed at: 6 months ago - Stars: 0 - Forks: 0
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.
Language: R - Size: 131 MB - Last synced at: over 1 year ago - Pushed at: over 3 years ago - Stars: 0 - Forks: 1
tpmorris/simtutorial
Files to run example simulation study described in Morris, Crowther and White https://arxiv.org/abs/1712.03198
Language: Stata - Size: 11.9 MB - Last synced at: over 1 year ago - Pushed at: almost 6 years ago - Stars: 11 - Forks: 13
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".
Language: R - Size: 4.04 MB - Last synced at: over 1 year ago - Pushed at: over 4 years ago - Stars: 5 - Forks: 2
davidevdt/bayespcaSim
Simulation Study for the Bayes PCA method
Language: R - Size: 97.7 KB - Last synced at: almost 2 years ago - Pushed at: over 4 years ago - Stars: 0 - Forks: 0
niekdt/comparison-clustering-longitudinal-data Fork of 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).
Size: 144 KB - Last synced at: almost 2 years ago - Pushed at: over 2 years ago - Stars: 0 - Forks: 0
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).
Language: R - Size: 144 KB - Last synced at: 18 days ago - Pushed at: over 2 years ago - Stars: 3 - Forks: 1
faosorios/BF_EE
Bilinear form test statistics for extremum estimation
Language: R - Size: 168 KB - Last synced at: almost 2 years ago - Pushed at: almost 2 years ago - Stars: 0 - Forks: 0
Ewan-Keith/rstansim
R package for running simulation studies with stan
Language: R - Size: 34.7 MB - Last synced at: 5 months ago - Pushed at: almost 7 years ago - Stars: 2 - Forks: 1
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.
Language: R - Size: 1.15 MB - Last synced at: about 2 years ago - Pushed at: over 2 years ago - Stars: 0 - Forks: 0
Mathias-Fuchs/ConfIntVariance
An R package to compute a confidence interval for the sample variance. Don't assume normality.
Language: R - Size: 44.9 KB - Last synced at: about 2 years ago - Pushed at: about 6 years ago - Stars: 0 - Forks: 0
