This is a QTL mapping toolkit for inbred crosses and recombinant inbred lines. It includes maximum likelihood and Bayesian tools.
This package provides a more comfortable interface to work with R data or source files in a key-value fashion.
The ade4 package contains data analysis functions to analyze ecological and environmental data in the framework of Euclidean exploratory methods.
This package provides a data manager meant to avoid manual storage/retrieval of data to/from the file system. It builds one (or more) centralized repository where R objects are stored with rich annotations, including corresponding code chunks, and easily searched and retrieved. See Napolitano (2017) <doi:10.1037/a0028240> for further information.
Spatial Dispersion Index (SDI) is a generalized measurement index, or rather a family of indices to evaluate spatial dispersion of movements/flows in a network in a problem neutral way as described in: Gencer (2023) <doi:10.1007/s12061-023-09545-8>. This package computes and optionally visualizes this index with minimal hassle.
This package provides tools for basic and advance cancer statistics and graphics. Groups individual data, merges registry data and population data, calculates age-specific rate, age-standardized rate, cumulative risk, estimated annual percentage rate with standards error. Creates graphics across variable and time, such as age-specific trends, bar chart and period-cohort trends.
Parameter estimation, computation of probability, information, and (log-)likelihood, and visualization of item/test characteristic curves and item/test information functions for three uni-dimensional item response theory models: the 3-parameter-logistic model, generalized partial credit model, and graded response model. The full documentation and tutorials are at <https://github.com/xluo11/Rirt>.
Symbolic Data Analysis (SDA) was proposed by professor Edwin Diday in 1987, the main purpose of SDA is to substitute the set of rows (cases) in the data table for a concept (second order statistical unit). This package implements, to the symbolic case, certain techniques of automatic classification, as well as some linear models.
Use the spatial association marginal contributions derived from spatial stratified heterogeneity to capture the degree of correlation between spatial patterns.
An exact and a variational inference for coupled Hidden Markov Models applied to the joint detection of copy number variations.
The DALY Calculator is a free, open-source Graphical User Interface (GUI) for stochastic disability-adjusted life year (DALY) calculation.
Perform frequency distribution tables, associated histograms and polygons from vector, data.frame and matrix objects for numerical and categorical variables.
This package provides algorithms for detection of spatial patterns from oceanographic data using image processing methods based on Gradient Recognition.
We provide the collection of data-sets used in the book An Introduction to Statistical Learning with Applications in R'.
This package provides a LaTeX
Letter class for rmarkdown', using the pandoc-letter template adapted for use with markdown'.
Computes Control limits, coefficients of control limits, various performance metrics and depicts control charts for monitoring Maxwell-distributed quality characteristics.
This package provides a toolbox for modeling manifest and latent group differences and moderation effects in various statistical network models.
Is designed to make easier printing summary statistics (for continues and factor level) tables in Latex, and plotting by factor.
Reverse depends for a given package are queued such that multiple workers can run the reverse-dependency tests in parallel.
This package provides a set of functions to implement Time Series Cointegrated System (TSCS) spatial interpolation and relevant data visualization.
Position adjustments for ggplot2 to implement "visualize as you randomize" principles, which can be especially useful when plotting experimental data.
Declarative template-based framework for verifying that objects meet structural requirements, and auto-composing error messages when they do not.
This package contains data structures and algorithms for sparse arrays and matrices, based on index arrays and simple triplet representations, respectively.
This package provides tools to process and print UTF-8 encoded international text (Unicode). Input, validate, normalize, encode, format, and display.