Generate nicely formatted HTML tables to display estimation results for pharmacometric models.
This package provides a sparse covariance estimator based on different thresholding operators.
Collection of functions that allow to export data frames to excel workbook.
Query Wikidata and get facts from current and historic Wikipedia main pages.
This package provides comprehensive functionality to read, write and format Excel data.
JavaScript syntax tree transformer, nondestructive pretty-printer, and automatic source map generator
This package provides a convenient set of wrapper functions to install pharmacometric packages and Shiny applications developed by Certara PMX and Integrated Drug Development (iDD). The functions ensure the successful installation of packages from non-standard repositories.
This package implements robust ratio-cum-product estimators using auxiliary medians for estimating the population mean under simple random sampling without replacement (SRSWOR). Provides analytical optimal tuning parameters, bias, Mean Squared Error (MSE), and Percent Relative Efficiency (PRE) evaluations.
We provide linear and nonlinear dimension reduction techniques. Intrinsic dimension estimation methods for exploratory analysis are also provided. For more details on the package, see the paper by You and Shung (2022) <doi:10.1016/j.simpa.2022.100414>.
This package provides a thin wrapper around the tiktoken-rs crate, allowing to encode text into Byte-Pair-Encoding (BPE) tokens and decode tokens back to text. This is useful to understand how Large Language Models (LLMs) perceive text.
Estimate significance of importance metrics for a Random Forest model by permuting the response variable. Produces null distribution of importance metrics for each predictor variable and p-value of observed. Provides summary and visualization functions for randomForest results.
Generates disease-specific drug-response profiles that are independent of time, concentration, and cell-line. Based on the cell lines used as surrogates, the returned profiles represent the unique transcriptional changes induced by a compound in a given disease.
This package provides a full-featured RethinkDB <https://rethinkdb.com/> client for R; allows users to store JSON-serialised data in a robust, distributed no-SQL system, use rich queries and react to data changes in real-time.
This package provides utility functions that extend the capabilities of the reference-based multiple imputation package rbmi'. It supports clinical trial analysis workflows with functions for managing imputed datasets, applying analysis methods across imputations, and tidying results for reporting.
Streamlined statistical reporting in Rmarkdown environments. Facilitates the automated reporting of descriptive statistics, multiple univariate models, multivariable models and tables combining these outputs. Plotting functions include customisable survival curves, forest plots from logistic and ordinal regression and bivariate comparison plots.
This package implements the surface fire spread model of Rothermel (1972) <doi:10.2737/INT-RP-115> in R. Additional utilities support uncertainty propagation, selection among standard fuel models, optimization of fuel model parameters by genetic algorithms, and example datasets.
This package provides fast implementations of Random Forests, Gradient Boosting, and Linear Random Forests, with an emphasis on inference and interpretability. Additionally contains methods for variable importance, out-of-bag prediction, regression monotonicity, and several methods for missing data imputation.
This package provides a stereo reverb LADSPA plugin based on the well-known greverb.
This package provides data from 6 samples across 2 groups from 450k methylation arrays.
This package performs sparse linear discriminant analysis for Gaussians and mixture of Gaussian models.
This package contains functions useful for data screening, testing moderation, mediation and estimating power.
This package provides C code used by the wmtsa, fractal, and sapa R packages.
Guile-redis provides a Scheme interface to the Redis key-value cache and store.
Redo provides various means to add seamless ability to retry to any Python callable.