Package: sft 2.2-1

Joe Houpt

sft: Functions for Systems Factorial Technology Analysis of Data

A series of tools for analyzing Systems Factorial Technology data. This includes functions for plotting and statistically testing capacity coefficient functions and survivor interaction contrast functions. Houpt, Blaha, McIntire, Havig, and Townsend (2013) <doi:10.3758/s13428-013-0377-3> provide a basic introduction to Systems Factorial Technology along with examples using the sft R package.

Authors:Joe Houpt <[email protected]>, Leslie Blaha <[email protected]>

sft_2.2-1.tar.gz
sft_2.2-1.tar.gz(r-4.5-noble)sft_2.2-1.tar.gz(r-4.4-noble)
sft_2.2-1.tgz(r-4.4-emscripten)sft_2.2-1.tgz(r-4.3-emscripten)
sft.pdf |sft.html✨
sft/json (API)

# Install 'sft' in R:

install.packages('sft', repos = c('https://cran.r-universe.dev', 'https://cloud.r-project.org'))

Datasets:

dots - RT and and Accuracy from a Simple Detection Task

On CRAN:

This package does not link to any Github/Gitlab/R-forge repository. No issue tracker or development information is available.

2.00 score 1 stars 291 downloads 2 mentions 19 exports 49 dependencies

Last updated 7 years agofrom:09aa5bd86d. Checks:2 OK, 1 NOTE. Indexed: yes.

Target	Result	Latest binary
Doc / Vignettes	OK	Mar 14 2025
R-4.5-linux	NOTE	Mar 14 2025
R-4.4-linux	OK	Mar 14 2025

Exports:assessment assessmentGroup capacity.and capacity.or capacity.stst capacityGroup estimate.bounds estimateNAH estimateNAK estimateUCIPand estimateUCIPor fPCAassessment fPCAcapacity mic.test sic sic.test sicGroup siDominance ucip.test

Dependencies:ash bitops cli cluster colorspace deSolve fansi farver fda fds FNN ggplot2 glue gtable hdrcde isoband kernlab KernSmooth ks labeling lattice lifecycle locfit magrittr MASS Matrix mclust mgcv multicool munsell mvtnorm nlme pcaPP pillar pkgconfig pracma R6 rainbow RColorBrewer Rcpp RCurl rlang scales SuppDists tibble utf8 vctrs viridisLite withr

Help page	Topics
Workload Assessment Functions	assessment
Assessment Functions	assessmentGroup
Capacity Coefficient for Exhaustive (AND) Processing	capacity.and
Capacity Coefficient for First-Terminating (OR) Processing	capacity.or
Capacity Coefficient for Single-Target Self-Terminating (STST) Processing	capacity.stst
Capacity Analysis	capacityGroup
RT and and Accuracy from a Simple Detection Task	dots
Bounds on Response Time Cumulative Distribution Functions for Parallel Processing Models	estimate.bounds
Neslon-Aalen Estimator of the Cumulative Hazard Function	estimateNAH
Neslon-Aalen Estimator of the Reverse Cumulative Hazard Function	estimateNAK
UCIP Performance on AND Tasks	estimateUCIPand
UCIP Performance on OR Tasks	estimateUCIPor
Functional Principal Components Analysis for the Assessment Functions	fPCAassessment
Functional Principal Components Analysis for the Capacity Coefficient	fPCAcapacity
Test of the Mean Interaction Contrast	mic.test
Calculate the Survivor Interaction Contrast	sic
Statistical test of the SIC.	sic.test
SIC Analysis for a Group	sicGroup
Dominance Test for Selective Influence	siDominance
A Statistical Test for Super or Limited Capacity	ucip.test

Package: sft 2.2-1

sft: Functions for Systems Factorial Technology Analysis of Data

Citation

Readme and manuals

Help Manual

Usage by other packages (reverse dependencies)