MKmisc - Miscellaneous Functions from M. Kohl
Contains several functions for statistical data analysis; e.g. for sample size and power calculations, computation of confidence intervals and tests, and generation of similarity matrices.
Last updated 2 years ago
11 stars 3.38 score 32 dependencies 1 dependentsdistrEx - Extensions of Package 'distr'
Extends package 'distr' by functionals, distances, and conditional distributions.
Last updated 4 days ago
3.15 score 4 dependencies 11 dependentsRandVar - Implementation of Random Variables
Implements random variables by means of S4 classes and methods.
Last updated 4 days ago
2.41 score 5 dependencies 7 dependentsRobAStBase - Robust Asymptotic Statistics
Base S4-classes and functions for robust asymptotic statistics.
Last updated 4 days ago
2.03 score 13 dependencies 4 dependentsMKdescr - Descriptive Statistics
Computation of standardized interquartile range (IQR), Huber-type skipped mean (Hampel (1985), <doi:10.2307/1268758>), robust coefficient of variation (CV) (Arachchige et al. (2019), <arXiv:1907.01110>), robust signal to noise ratio (SNR), z-score, standardized mean difference (SMD), as well as functions that support graphical visualization such as boxplots based on quartiles (not hinges), negative logarithms and generalized logarithms for 'ggplot2' (Wickham (2016), ISBN:978-3-319-24277-4).
Last updated 7 months ago
3 stars 1.99 score 28 dependencies 5 dependentsRobLoxBioC - Infinitesimally Robust Estimators for Preprocessing -Omics Data
Functions for the determination of optimally robust influence curves and estimators for preprocessing omics data, in particular gene expression data (Kohl and Deigner (2010), <doi:10.1186/1471-2105-11-583>).
Last updated 4 days ago
1.87 score 89 dependenciesROptEst - Optimally Robust Estimation
R infrastructure for optimally robust estimation in general smoothly parameterized models using S4 classes and methods as described Kohl, M., Ruckdeschel, P., and Rieder, H. (2010), <doi:10.1007/s10260-010-0133-0>, and in Rieder, H., Kohl, M., and Ruckdeschel, P. (2008), <doi:10.1007/s10260-007-0047-7>.
Last updated 4 days ago
1.55 score 14 dependencies 1 dependentsRobLox - Optimally Robust Influence Curves and Estimators for Location and Scale
Functions for the determination of optimally robust influence curves and estimators in case of normal location and/or scale (see Chapter 8 in Kohl (2005) <https://epub.uni-bayreuth.de/839/2/DissMKohl.pdf>).
Last updated 4 days ago
1.54 score 17 dependencies 1 dependentsRFLPtools - Tools to Analyse RFLP Data
Provides functions to analyse DNA fragment samples (i.e. derived from RFLP-analysis) and standalone BLAST report files (i.e. DNA sequence analysis).
Last updated 3 years ago
0.00 score 1 dependencies