Case-Wise and Cluster-Wise Derivatives for Mixed Effects Models (merDeriv)
Compute analytic case-wise and cluster-wise derivative for mixed effects models with respect to fixed effects parameter, random effect (co)variances, and residual variance.

Amazon ‘Kinesis’ Consumer Application for Stream Processing (AWR.Kinesis)
Fetching data from Amazon ‘Kinesis’ Streams using the Java-based ‘MultiLangDaemon’ interacting with Amazon Web Services (‘AWS’) for easy stream processing from R. For more information on ‘Kinesis’, see <https://…/kinesis>.

Generate Random ‘WKT’ or ‘GeoJSON’ (randgeo)
Generate random positions (latitude/longitude), Well-known text (WKT) points or polygons, or ‘GeoJSON’ points or polygons.

Parametric Bootstrapping to Control Rank Conditional Coverage (rcc)
Functions to implement the parametric and non-parametric bootstrap confidence interval methods described in Morrison and Simon (2017) <arXiv:1702.06986>.

Fast Simulation of Normal Random Variables (rpgm)
Ziggurat method in order to simulate normal random variables approximately four times faster than the usual rnorm(), reference : MARSAGLIA, George, TSANG, Wai Wan, and al. (2000) <DOI:10.18637/jss.v005.i08>.

Advertisements