Showing 12 of total 12 results (show query)
deepayan
lattice:Trellis Graphics for R
A powerful and elegant high-level data visualization system inspired by Trellis graphics, with an emphasis on multivariate data. Lattice is sufficient for typical graphics needs, and is also flexible enough to handle most nonstandard requirements. See ?Lattice for an introduction.
Maintained by Deepayan Sarkar. Last updated 11 months ago.
68 stars 17.33 score 27k scripts 13k dependents
stephenturner
qqman:Q-Q and Manhattan Plots for GWAS Data
Create Q-Q and manhattan plots for GWAS data from PLINK results.
Maintained by Stephen Turner. Last updated 2 years ago.
165 stars 12.51 score 2.4k scripts 20 dependents
jokergoo
GetoptLong:Parsing Command-Line Arguments and Simple Variable Interpolation
This is a command-line argument parser which wraps the powerful Perl module Getopt::Long and with some adaptations for easier use in R. It also provides a simple way for variable interpolation in R.
Maintained by Zuguang Gu. Last updated 3 years ago.
17 stars 11.08 score 478 scripts 160 dependents
mfasiolo
mgcViz:Visualisations for Generalized Additive Models
Extension of the 'mgcv' package, providing visual tools for Generalized Additive Models that exploit the additive structure of such models, scale to large data sets and can be used in conjunction with a wide range of response distributions. The focus is providing visual methods for better understanding the model output and for aiding model checking and development beyond simple exponential family regression. The graphical framework is based on the layering system provided by 'ggplot2'.
Maintained by Matteo Fasiolo. Last updated 12 days ago.
78 stars 9.42 score 1000 scripts
cran
evd:Functions for Extreme Value Distributions
Extends simulation, distribution, quantile and density functions to univariate and multivariate parametric extreme value distributions, and provides fitting functions which calculate maximum likelihood estimates for univariate and bivariate maxima models, and for univariate and bivariate threshold models.
Maintained by Alec Stephenson. Last updated 6 months ago.
2 stars 7.58 score 84 dependents
r-forge
POT:Generalized Pareto Distribution and Peaks Over Threshold
Some functions useful to perform a Peak Over Threshold analysis in univariate and bivariate cases, see Beirlant et al. (2004) <doi:10.1002/0470012382>. A user guide is available in the vignette.
Maintained by Christophe Dutang. Last updated 5 months ago.
6.20 score 105 scripts 2 dependents
kosukehamazaki
RAINBOWR:Genome-Wide Association Study with SNP-Set Methods
By using 'RAINBOWR' (Reliable Association INference By Optimizing Weights with R), users can test multiple SNPs (Single Nucleotide Polymorphisms) simultaneously by kernel-based (SNP-set) methods. This package can also be applied to haplotype-based GWAS (Genome-Wide Association Study). Users can test not only additive effects but also dominance and epistatic effects. In detail, please check our paper on PLOS Computational Biology: Kosuke Hamazaki and Hiroyoshi Iwata (2020) <doi:10.1371/journal.pcbi.1007663>.
Maintained by Kosuke Hamazaki. Last updated 4 months ago.
22 stars 5.99 score 22 scripts
profpetrie
regclass:Tools for an Introductory Class in Regression and Modeling
Contains basic tools for visualizing, interpreting, and building regression models. It has been designed for use with the book Introduction to Regression and Modeling with R by Adam Petrie, Cognella Publishers, ISBN: 978-1-63189-250-9 <https://titles.cognella.com/introduction-to-regression-and-modeling-with-r-9781631892509>.
Maintained by Adam Petrie. Last updated 5 years ago.
3.74 score 301 scripts 1 dependents
gumeo
fastqq:Faster Generation of Quantile Quantile Plots with Large Samples
New and faster implementations for quantile quantile plots. The package also includes a function to prune data for quantile quantile plots. This can drastically reduce the running time for large samples, for 100 million samples, you can expect a factor 80X speedup.
Maintained by Gudmundur Einarsson. Last updated 2 years ago.
3 stars 3.18 score 7 scriptscran
vannstats:Simplified Statistical Procedures for Social Sciences
Simplifies functions assess normality for bivariate and multivariate statistical techniques. Includes functions designed to replicate plots and tables that would result from similar calls in 'SPSS', including hst(), box(), qq(), tab(), cormat(), and residplot(). Also includes simplified formulae, such as mode(), scatter(), p.corr(), ow.anova(), and rm.anova().
Maintained by Burrel Vann Jr. Last updated 3 months ago.
3.06 scorecran
cdfquantreg:Quantile Regression for Random Variables on the Unit Interval
Employs a two-parameter family of distributions for modelling random variables on the (0, 1) interval by applying the cumulative distribution function (cdf) of one parent distribution to the quantile function of another.
Maintained by Yiyun Shou. Last updated 2 years ago.
2 stars 2.90 score
asgari-fatemeh
dfrr:Dichotomized Functional Response Regression
Implementing Function-on-Scalar Regression model in which the response function is dichotomized and observed sparsely. This package provides smooth estimations of functional regression coefficients and principal components for the dfrr model.
Maintained by Fatemeh Asgari. Last updated 5 years ago.
1 stars 2.70 score