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
itsdm
View on CRAN: Click
here
Download and install itsdm package within the R console
Install from CRAN:
install.packages("itsdm")
Install from Github:
library("remotes")
install_github("cran/itsdm") Install by package version:
library("remotes")
install_version("itsdm", "0.2.2") Attach the package and use:
library("itsdm")
Maintained by
Lei Song
[Scholar Profile | Author Map]
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2022-01-07
Latest Update: 2025-07-01
Description:
Collection of R functions to do purely presence-only species
distribution modeling with isolation forest (iForest) and its
variations such as Extended isolation forest and SCiForest. See the
details of these methods in references: Liu, F.T., Ting, K.M. and
Zhou, Z.H. (2008) , Hariri, S., Kind, M.C.
and Brunner, R.J. (2019) , Liu, F.T.,
Ting, K.M. and Zhou, Z.H. (2010) ,
Guha, S., Mishra, N., Roy, G. and Schrijvers, O. (2016)
, Cortes, D. (2021)
. Additionally, Shapley values are used to explain
model inputs and outputs. See details in references: Shapley, L.S.
(1953) , Lundberg, S.M. and Lee, S.I.
(2017) , Molnar,
C. (2020) ,
How to cite:
Lei Song (2022). itsdm: Isolation Forest-Based Presence-Only Species Distribution Modeling. R package version 0.2.2, https://cran.r-project.org/web/packages/itsdm. Accessed 15 Sep. 2026.
Previous versions and publish date:
Other packages that cited itsdm R package
View itsdm citation profile
Other R packages that itsdm depends,
imports, suggests or enhances
Complete documentation for itsdm
Functions, R codes and Examples using
the itsdm R package
Some associated functions: cmcc_bioclim . convert_to_pa . detect_envi_change . dim_reduce . evaluate_po . format_observation . future_cmcc_bioclim . future_worldclim2 . independent_response . isotree_po . itsdm-package . mainland_africa . marginal_response . occ_virtual_species . plot.EnviChange . plot.EnvironmentalOutlier . plot.IndependentResponse . plot.MarginalResponse . plot.PAConversion . plot.POEvaluation . plot.SHAPSpatial . plot.ShapDependence . plot.SpatialResponse . plot.VariableAnalysis . plot.VariableContribution . print.EnviChange . print.EnvironmentalOutlier . print.FormatOccurrence . print.PAConversion . print.POEvaluation . print.POIsotree . print.ReducedImageStack . print.VariableAnalysis . probability . shap_dependence . shap_spatial_response . spatial_response . suspicious_env_outliers . variable_analysis . variable_contrib . worldclim2 .
Some associated R codes: cmcc_bioclim.R . convert_to_pa.R . data.R . detect_envi_change.R . dim_reduce.R . evaluate_po.R . format_observation.R . future_cmcc_bioclim.R . future_worldclim2.R . independent_response.R . isotree_po.R . itsdm-package.R . marginal_response.R . plot.R . print.R . probability.R . shap_dependence.R . shap_spatial_response.R . spatial_response.R . suspicious_env_outliers.R . utils.R . variable_analysis.R . variable_contrib.R . worldclim2.R . zzz.R . Full itsdm package functions and examples
Downloads during the last 30 days
Today's Hot Picks in Authors and Packages
CTTinShiny
A Shiny interface developed in close coordination with the CTT package, providing a GUI that guides ...
Download / Learn more Package Citations See dependency
Download / Learn more Package Citations See dependency
Maintainer: John T. Willse (view profile)
functClust
Cluster together the components that make up an interactivesystem on the basis of their functional r ...
Download / Learn more Package Citations See dependency
Download / Learn more Package Citations See dependency
Maintainer: Benot Jaillard (view profile)
AFR
Tool is created for regression, prediction and forecast analysis of macroeconomic and credit data.
...
Download / Learn more Package Citations See dependency
Download / Learn more Package Citations See dependency
Maintainer: Sultan Zhaparov (view profile)
RXshrink
Functions are provided to calculate and display ridge TRACE Diagnostics for a
variety of alternativ ...
Download / Learn more Package Citations See dependency
Download / Learn more Package Citations See dependency
Maintainer: Bob Obenchain (view profile)
objectSignals
A mutable Signal object can report changes to its state,
clients could register functions so that t ...
Download / Learn more Package Citations See dependency
Download / Learn more Package Citations See dependency
Maintainer: Michael Lawrence (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)
28,565
R Packages
239,283
Dependencies
75,677
Author Associations
28,566
Publication Badges
