Other packages > Find by keyword >

seqICP  

Sequential Invariant Causal Prediction
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("seqICP", "1.1")



Attach the package and use:
library("seqICP")
Maintained by
Niklas Pfister
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2017-06-27
Latest Update: 2017-07-25
Description:
Contains an implementation of invariant causal prediction for sequential data. The main function in the package is 'seqICP', which performs linear sequential invariant causal prediction and has guaranteed type I error control. For non-linear dependencies the package also contains a non-linear method 'seqICPnl', which allows to input any regression procedure and performs tests based on a permutation approach that is only approximately correct. In order to test whether an individual set S is invariant the package contains the subroutines 'seqICP.s' and 'seqICPnl.s' corresponding to the respective main methods.
How to cite:
Niklas Pfister (2017). seqICP: Sequential Invariant Causal Prediction. R package version 1.1, https://cran.r-project.org/web/packages/seqICP. Accessed 28 Aug. 2026.
Previous versions and publish date:
(2026-07-09 07:03), 1.0 (2017-06-27 08:40), 1.1 (2017-07-25 16:54)
Other packages that cited seqICP R package
View seqICP citation profile
Other R packages that seqICP depends, imports, suggests or enhances
Complete documentation for seqICP
Functions, R codes and Examples using the seqICP R package
Some associated functions: seqICP . seqICP.s . seqICP_package . seqICPnl . seqICPnl.s . summary.seqICP . summary.seqICPnl . 
Some associated R codes: seqICP.R . seqICP.s.R . seqICPnl.R . seqICPnl.s.R . summary.seqICP.R . summary.seqICPnl.R .  Full seqICP package functions and examples
Downloads during the last 30 days

Today's Hot Picks in Authors and Packages

RGIFT  
Create Quizzes in GIFT Format
Implementation of some functions to create quizzes in the GIFT format. This format is used by sever ...
Download / Learn more Package Citations See dependency  
survivalMPLdc  
Penalised Likelihood for Survival Analysis with Dependent Censoring
Fitting Cox proportional hazard model under dependent right censoring using copula and maximum penal ...
Download / Learn more Package Citations See dependency  
NPflow  
Bayesian Nonparametrics for Automatic Gating of Flow-Cytometry Data
Dirichlet process mixture of multivariate normal, skew normal or skew t-distributions modeling orie ...
Download / Learn more Package Citations See dependency  
shinyFeedback  
Display User Feedback in Shiny Apps
Easily display user feedback in Shiny apps. ...
Download / Learn more Package Citations See dependency  
spatialCovariance  
Computation of Spatial Covariance Matrices for Data on Rectangles
Functions that compute the spatial covariance matrix for the matern and power classes of spatial mod ...
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  

28,332

R Packages

239,283

Dependencies

75,113

Author Associations

28,333

Publication Badges

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