R packages by abhirupkgp

dnr - Simulate Dynamic Networks using Exponential Random Graph Models (ERGM) Family

Functions are provided to fit temporal lag models to dynamic networks. The models are build on top of exponential random graph models (ERGM) framework. There are functions for simulating or forecasting networks for future time points. Abhirup Mallik & Zack W. Almquist (2019) Stable Multiple Time Step Simulation/Prediction From Lagged Dynamic Network Regression Models, Journal of Computational and Graphical Statistics, 28:4, 967-979, <DOI: 10.1080/10618600.2019.1594834>.

Last updated 4 years ago

2.95 score 18 scripts 174 downloads

mhtboot - Multiple Hypothesis Test Based on Distribution of p Values

A framework for multiple hypothesis testing based on distribution of p values. It is well known that the p values come from different distribution for null and alternatives, in this package we provide functions to detect that change. We provide a method for using the change in distribution of p values as a way to detect the true signals in the data.

Last updated 8 years ago

2.15 score 14 scripts 139 downloads

dirmcmc - Directional Metropolis Hastings Algorithm

Implementation of Directional Metropolis Hastings Algorithm for MCMC.

Last updated 8 years ago

2.00 score 8 scripts 472 downloads