Other packages > Find by keyword >

provenance  

Statistical Toolbox for Sedimentary Provenance Analysis
View on CRAN: Click here


Download and install provenance package within the R console
Install from CRAN:
install.packages("provenance")

Install from Github:
library("remotes")
install_github("cran/provenance")

Install by package version:
library("remotes")
install_version("provenance", "4.4")



Attach the package and use:
library("provenance")
Maintained by
Pieter Vermeesch
[Scholar Profile | Author Map]
First Published: 2015-05-26
Latest Update: 2023-08-28
Description:
Bundles a number of established statistical methods to facilitate the visual interpretation of large datasets in sedimentary geology. Includes functionality for adaptive kernel density estimation, principal component analysis, correspondence analysis, multidimensional scaling, generalised procrustes analysis and individual differences scaling using a variety of dissimilarity measures. Univariate provenance proxies, such as single-grain ages or (isotopic) compositions are compared with the Kolmogorov-Smirnov, Kuiper, Wasserstein-2 or Sircombe-Hazelton L2 distances. Categorical provenance proxies such as chemical compositions are compared with the Aitchison and Bray-Curtis distances,and count data with the chi-square distance. Varietal data can either be converted to one or more distributional datasets, or directly compared using the multivariate Wasserstein distance. Also included are tools to plot compositional and count data on ternary diagrams and point-counting data on radial plots, to calculate the sample size required for specified levels of statistical precision, and to assess the effects of hydraulic sorting on detrital compositions. Includes an intuitive query-based user interface for users who are not proficient in R.
How to cite:
Pieter Vermeesch (2015). provenance: Statistical Toolbox for Sedimentary Provenance Analysis. R package version 4.4, https://cran.r-project.org/web/packages/provenance. Accessed 01 May. 2025.
Previous versions and publish date:
0.1 (2015-05-26 09:38), 0.2 (2015-06-05 11:33), 0.3 (2015-08-13 19:21), 0.5 (2015-09-16 10:05), 0.6 (2015-09-22 00:49), 1.0 (2015-12-10 23:06), 1.1 (2016-01-03 22:35), 1.2 (2016-01-21 18:35), 1.3 (2016-02-13 00:55), 1.4 (2016-03-01 10:43), 1.5 (2016-04-22 08:40), 1.6 (2017-05-03 22:57), 1.7 (2017-05-18 17:25), 1.8 (2017-11-22 13:20), 1.9 (2018-01-03 05:09), 2.0 (2018-04-24 14:15), 2.1 (2018-08-03 19:40), 2.2 (2018-10-06 12:30), 2.3 (2019-06-06 20:50), 2.4 (2020-03-19 23:30), 3.0 (2021-02-24 16:40), 3.2 (2021-04-03 11:10), 3.3 (2021-05-04 23:10), 4.0 (2022-06-18 08:50), 4.1 (2023-03-03 13:10), 4.2 (2023-08-28 15:20), 4.3 (2024-05-05 00:10)
Other packages that cited provenance R package
View provenance citation profile
Other R packages that provenance depends, imports, suggests or enhances
Complete documentation for provenance
Downloads during the last 30 days
04/0104/0204/0304/0404/0504/0604/0704/0804/0904/1004/1104/1204/1304/1404/1504/1604/1704/1804/1904/2004/2104/2204/2304/2404/2504/2604/2704/2804/29Downloads for provenance051015202530TrendBars

Today's Hot Picks in Authors and Packages

dsm  
Density Surface Modelling of Distance Sampling Data
Density surface modelling of line transect data. A Generalized Additive Model-based approach is use ...
Download / Learn more Package Citations See dependency  
dCUR  
Dimension Reduction with Dynamic CUR
Dynamic CUR (dCUR) boosts the CUR decomposition (Mahoney MW., Drineas P. (2009) ...
Download / Learn more Package Citations See dependency  
nextGenShinyApps  
Craft Exceptional 'R Shiny' Applications and Dashboards with Novel Responsive Tools
Nove responsive tools for designing and developing 'Shiny' dashboards and applications. The scripts ...
Download / Learn more Package Citations See dependency  
representr  
Create Representative Records After Entity Resolution
An implementation of Kaplan, Betancourt, Steorts (2022) that cre ...
Download / Learn more Package Citations See dependency  
fbar  
An Extensible Approach to Flux Balance Analysis
A toolkit for Flux Balance Analysis and related metabolic modeling techniques. Functions are provid ...
Download / Learn more Package Citations See dependency  
geofabrik  
Downloading Open Street Map Data
Download OpenStreetMap data from geofabrik servers httpsdownload.geofabrik.de. This approach usesonl ...
Download / Learn more Package Citations See dependency  

24,142

R Packages

207,311

Dependencies

65,176

Author Associations

24,143

Publication Badges

© Copyright since 2022. All right reserved, rpkg.net.  Based in Cambridge, Massachusetts, USA