Build piecewise exponential survival model for study design (planning) and event/timeline prediction.
Estimates the multidimensional polytomous Rasch model (Rasch, 1961) with conditional maximum likelihood estimation.
Formulas for calculating sound velocity, water pressure, depth, density, absorption and sonar equations.
Htmlwidget of Tippyjs to add tooltips to Shiny apps and R markdown documents.
This package provides a package containing an environment representing the AG.CDF file.
This package produces a smooth estimate of the hazard function for censored data.
This package provides miscellaneous functions for training and plotting classification and regression models.
This package provides a rust library for building and interfacing with finite fields.
This package provides a rust library for building and interfacing with finite fields.
This is a collection of functions designed for simulating, estimating and forecasting seasonal functional autoregressive time series of order one. These methods are addressed in the manuscript: <https://www.monash.edu/business/ebs/research/publications/ebs/wp16-2019.pdf>.
Calculates the Iberian Actuarial Climate Index and its componentsâ including temperature, precipitation, wind power, and sea level dataâ to support climate change analysis and risk assessment. See "Zhou et al." (2023) <doi:10.26360/2023_3> for further details.
There is an increasing focus to investigate the association between rare variants and diseases. The REBET package implements the subREgion-based
BurdEn
Test which is a powerful burden test that simultaneously identifies susceptibility loci and sub-regions.
Area under the receiver operating characteristic curves (AUC) statistic for significance test. Variance and covariance of AUC values used to assess the 95% Confidence interval (CI) and p-value of the AUC difference for both nested and non-nested model.
An interface to the software package MARK that constructs input files for MARK and extracts the output. MARK was developed by Gary White and is freely available at <http://www.phidot.org/software/mark/downloads/> but is not open source.
Semi-Automated Marketing Mix Modeling (MMM) aiming to reduce human bias by means of ridge regression and evolutionary algorithms, enables actionable decision making providing a budget allocation and diminishing returns curves and allows ground-truth calibration to account for causation.
This package provides a collection of fast (utility) functions for data analysis. Column- and row- wise means, medians, variances, minimums, maximums, many t, F and G-square tests, many regressions (normal, logistic, Poisson), are some of the many fast functions.
This package creates all leave-one-out models and produces predictions for test samples.
This package provides tools for downloading historical financial data from the www.belex.rs.
Various supervised and unsupervised binning tools including using entropy, recursive partition methods and clustering.
To re-calculate the coefficients and the standard deviation when changing the reference group.
This package provides a parallel backend for the %dopar% function using the Rmpi package.
Modular implementation of the Differential Evolution algorithm for experimenting with different types of operators.
Generate Manhattan, Q-Q, and PCA plots from GWAS and PCA results using ggplot2'.
Likelihood ratio tests for genome-wide association and genome-wide linkage analysis under heterogeneity.