R package citation, R package reverse dependencies, R package scholars, install an r package from GitHub hy is package acceptance pending why is package undeliverable amazon why is package on hold dhl tour packages why in r package r and r package full form why is r free why r is bad which r package to install which r package has which r package which r package version which r package readxl which r package ggplot which r package fread which r package license where is package.json where is package-lock.json where is package.swift where is package explorer in eclipse where is package where is package manager unity where is package installer android where is package manager console in visual studio who r package which r package to install which r package version who is package who is package deal who is package design r and r package full form r and r package meaning what r package has what package r what is package in java what is package what is package-lock.json what is package in python what is package.json what is package installer do r package can't install r packages r can't find package r can't load package can't load xlsx package r can't install psych package r can't install sf package r Write if else in NONMEM pk pd
CANE
View on CRAN: Click
here
Download and install CANE package within the R console
Install from CRAN:
install.packages("CANE")
Install from Github:
library("remotes")
install_github("cran/CANE")
Install by package version:
library("remotes")
install_version("CANE", "0.1.1")
Attach the package and use:
library("CANE")
Maintained by
Vinayaka
[Scholar Profile | Author Map]
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2025-03-19
Latest Update: 2025-03-20
Description:
In many cases, experiments must be repeated across multiple seasons or locations to ensure applicability of findings. A single experiment conducted in one location and season may yield limited conclusions, as results can vary under different environmental conditions. In agricultural research, treatment × location and treatment × season interactions play a crucial role. Analyzing a series of experiments across diverse conditions allows for more generalized and reliable recommendations. The 'CANE' package facilitates the pooled analysis of experiments conducted over multiple years, seasons, or locations. It is designed to assess treatment interactions with environmental factors (such as location and season) using various experimental designs. The package supports pooled analysis of variance (ANOVA) for the following designs: (1) 'PooledCRD()': completely randomized design; (2) 'PooledRBD()': randomized block design; (3) 'PooledLSD()': Latin square design; (4) 'PooledSPD()': split plot design; and (5) 'PooledStPD()': strip plot design. Each function provides the following outputs: (i) Individual ANOVA tables based on independent analysis for each location or year; (ii) Testing of homogeneity of error variances among distinct locations using Bartlett’s Chi-Square test; (iii) If Bartlett’s test is significant, 'Aitken’s' transformation, defined as the ratio of the response to the square root of the error mean square, is applied to the response variable; otherwise, the data is used as is; (iv) Combined analysis to obtain a pooled ANOVA table; (v) Multiple comparison tests, including Tukey's honestly significant difference (Tukey's HSD) test, Duncan’s multiple range test (DMRT), and the least significant difference (LSD) test, for treatment comparisons. The statistical theory and steps of analysis of these designs are available in Dean et al. (2017)<doi:10.1007/978-3-319-52250-0> and Ruíz et al. (2024)<doi:10.1007/978-3-031-65575-3>. By broadening the scope of experimental conclusions, 'CANE' enables researchers to derive robust, widely applicable recommendations. This package is particularly valuable in agricultural research, where accounting for treatment × location and treatment × season interactions is essential for ensuring the validity of findings across multiple settings.
How to cite:
Vinayaka (2025). CANE: Comprehensive Groups of Experiments Analysis for Numerous Environments. R package version 0.1.1, https://cran.r-project.org/web/packages/CANE. Accessed 05 May. 2025.
Previous versions and publish date:
0.1.0 (2025-03-19 14:30)
Other packages that cited CANE R package
View CANE citation profile
Other R packages that CANE depends,
imports, suggests or enhances
Complete documentation for CANE
Functions, R codes and Examples using
the CANE R package
Full CANE package
functions and examples
Downloads during the last 30 days
Today's Hot Picks in Authors and Packages
BINCOR
Estimate the correlation between two irregular time series that are not necessarily sampled on ident ...
Download / Learn more Package Citations See dependency
Download / Learn more Package Citations See dependency
Maintainer: Josué M. Polanco-Martínez (view profile)
lifecourse
Provides in built datasets and three functions.
These functions are mobility_index, nonStanTest and ...
Download / Learn more Package Citations See dependency
Download / Learn more Package Citations See dependency
Maintainer: Glenna Nightingale (view profile)
rsvd
Low-rank matrix decompositions are fundamental tools and widely used for data
analysis, dimension r ...
Download / Learn more Package Citations See dependency
Download / Learn more Package Citations See dependency
Maintainer: N. Benjamin Erichson (view profile)
cape
Combined Analysis of Pleiotropy and Epistasis infers predictive
networks between genetic variants a ...
Download / Learn more Package Citations See dependency
Download / Learn more Package Citations See dependency
Maintainer: Anna Tyler (view profile)
pdqr
Create, transform, and summarize custom random
variables with distribution functions (analogues of ...
Download / Learn more Package Citations See dependency
Download / Learn more Package Citations See dependency
Maintainer: Evgeni Chasnovski (view profile)
quickcode
The NOT functions, 'R' tricks and a compilation of some simple quick plus often used 'R' codes to im ...
Download / Learn more Package Citations See dependency
Download / Learn more Package Citations See dependency
Maintainer: Obinna Obianom (view profile)
24,187
R Packages
207,311
Dependencies
65,312
Author Associations
24,143
Publication Badges
