This package provides a collection of Item Response Theory (IRT) and Computerized Adaptive Testing (CAT) functions that are used in psychometrics.
Nonparametric estimation and inference for natural direct and indirect effects by Chan, Imai, Yam and Zhang (2016) <arXiv:1601.03501>.
Determines networks of significant synchronization between the discrete states of nodes; see Tumminello et al <doi:10.1371/journal.pone.0017994>.
An open-access tool/framework that constitutes the core functions to analyze terrestrial water cycle data across various spatio-temporal scales.
Computes the ridge partial correlation coefficients in a high or ultra-high dimensional linear regression problem. An extended Bayesian information criterion is also implemented for variable selection. Users provide the matrix of covariates as a usual dense matrix or a sparse matrix stored in a compressed sparse column format. Detail of the method is given in the manual.
This package provides an easy to use library to setup, apply and make inference with discrete time and discrete space hidden Markov models.
The r-abd package contains data sets and sample code for the Analysis of biological data by Michael Whitlock and Dolph Schluter.
This package provides support for linear order and unimodal order (univariate) isotonic regression and bivariate isotonic regression with linear order on both variables.
This package provides means to run simulations for adaptive seamless designs with and without early outcomes for treatment selection and subpopulation type designs.
This package provides functions to accompany A. Gelman and J. Hill, Data Analysis Using Regression and Multilevel/Hierarchical Models, Cambridge University Press, 2007.
Redis is an advanced key-value cache and store. Redis supports many data structures including strings, hashes, lists, sets, sorted sets, bitmaps and hyperloglogs.
rdate connects to an RFC 868 time server over a TCP/IP network, printing the returned time and/or setting the system clock.
This package can be used to compute associations among genes (gene-networks) or between genes and some external traits (i.e. clinical).
Data set containing two complete lists of identified functional interaction partners in Human. Data are derived from Reactome and BioGRID databases.
Fast, dependency free, and vectorized base32 encoding and decoding. b32 supports the Crockford, Z, RFC 4648 lower, hex, and lower hex alphabets.
An implementation of distributional random forests as introduced in Cevid & Michel & Naf & Meinshausen & Buhlmann (2022) <doi:10.48550/arXiv.2005.14458>.
This package implements the Enhanced Portfolio Optimization (EPO) method as described in Pedersen, Babu and Levine (2021) <doi:10.2139/ssrn.3530390>.
Modelizations and previsions functions for Functional AutoRegressive processes using nonparametric methods: functional kernel, estimation of the covariance operator in a subspace, ...
This package provides functions to explore datasets from the Global Biodiversity Information Facility (GBIF - <https://www.gbif.org/>) using a Shiny interface.
This package implements an S7 class for estimates based on influence functions, with forward mode automatic differentiation defined for standard arithmetic operations.
Lexical response data is a package that can be used for processing cued-recall, free-recall, and sentence responses from memory experiments.
Sampling and evaluation methods to apply Monetary Unit Sampling (or in older literature Dollar Unit Sampling) during an audit of financial statements.
Draw nested extreme value random variables, which are the variables that appear in the latent variable formulation of the nested logit model.
Estimates (and controls for) phylogenetic signal through phylogenetic eigenvectors regression (PVR) and phylogenetic signal-representation (PSR) curve, along with some plot utilities.