Generate Cofeature Matrices (cofeatureR)
Generate cofeature (feature by sample) matrices. The package utilizies ggplot2::geom_tile to generate the matrix allowing for easy additions from the base matrix.
Minimal Working Examples for Particle Metropolis-Hastings (pmhtutorial)
Routines for state estimate in a linear Gaussian state space model and a simple stochastic volatility model using particle filtering. Parameter inference is also carried out in these models using the particle Metropolis-Hastings algorithm that includes the particle filter to provided an unbiased estimator of the likelihood. This package is a collection of minimal working examples of these algorithms and is only meant for educational use and as a start for learning to them on your own.
dplyr’-Like Syntax for Summary Statistics of Survey Data (srvyr)
Use piping, verbs like ‘group_by’ and ‘summarize’, and other ‘dplyr’ inspired syntactic style when calculating summary statistics on survey data using functions from the ‘survey’ package.