Imports real-time thermo cycler (qPCR
) data from Real-time PCR Data Markup Language (RDML) and transforms to the appropriate formats of the qpcR
and chipPCR
packages. Contains a dendrogram visualization for the structure of RDML object and GUI for RDML editing.
Conduct simulations of the Response Adaptive Block Randomization (RABR) design to evaluate its type I error rate, power and operating characteristics for binary and continuous endpoints. For more details of the proposed method, please refer to Zhan et al. (2021) <doi:10.1002/sim.9104>.
Selects one model with variable selection FDR controlled at a specified level. A q-value for each potential variable is also returned. The input, variable selection counts over many bootstraps for several levels of penalization, is modeled as coming from a beta-binomial mixture distribution.
From a given data frame, this package learns its Bayesian network structure based on a selected score.
Fast Bayesian estimation and forecasting of age-specific rates, probabilities, and means, based on Template Model Builder'.
Get programmatic access to the open data provided by the Czech Statistical Office (CZSO, <https://czso.cz>).
Exploratory principal component analysis for large-scale dataset, including sparse principal component analysis and sparse matrix approximation.
Structural handling of Finnish identity codes (natural persons and organizations); extract information, check ID validity and diagnostics.
This package provides a set of functions that allow stationary analysis and locally stationary time series analysis.
Three main functions about analyzing massive data (missing observations are allowed) considered from multiple layers of categories.
Estimation of party/candidate ideological positions that correspond to a Nash equilibrium along a one-dimensional space.
Allows you to easily execute expensive compute operations only once, and save the resulting object to disk.
Allows objects to be stored on disc and automatically recalled into memory, as required, by delayed assignment.
Data sets and code blocks for the book Statistical Analysis of Network Data with R, 2nd Edition'.
This package provides rolling statistical functions based on date and time windows instead of n-lagged observations.
XML package for creating and reading and manipulating XML', with an object model based on Reference Classes'.
Provide R functions to read/write/format Excel 2007 and Excel 97/2000/XP/2003 file formats.
Classification using generalized partial least squares for two-group and multi-group (more than 2 group) classification.
This package provides tools for large-scale identification and advanced visualization of sets of conserved noncoding elements.
This package provides tools to fit and compare Ornstein-Uhlenbeck models for evolution along a phylogenetic tree.
This package provides numerical simulations, and visualizations, of Hubbell's Unified Neutral Theory of Biodiversity (UNTB).
This package provides tools for the computation of the matrix exponential, logarithm, square root, and related quantities.
This package implements an empirical Bayes approach for large-scale hypothesis testing and false discovery rate estimation.
This is an R package for dimension reduction based on finite Gaussian mixture modeling of inverse regression.