Package: sft 2.4

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 [aut, cre], Leslie Blaha [aut]

sft_2.4.tar.gz
sft_2.4.zip(r-4.7-any)sft_2.4.zip(r-4.6-any)sft_2.4.zip(r-4.5-any)
sft_2.4.tgz(r-4.6-any)sft_2.4.tgz(r-4.5-any)
sft_2.4.tar.gz(r-4.7-any)sft_2.4.tar.gz(r-4.6-any)
sft_2.4.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
DESCRIPTION
card.svg |card.png
sft/json (API)

# Install 'sft' in R:

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

Bug tracker:https://github.com/jhoupt/sft/issues

Datasets:

dots - RT and and Accuracy from a Simple Detection Task

On CRAN:

4.66 score 3 stars 1 packages 51 scripts 360 downloads 2 mentions 21 exports 44 dependencies

Last updated from:3c784f6afc. Checks:9 OK. Indexed: yes.

Target	Result	Time
linux-devel	OK	123
source / vignettes	OK	163
linux-release	OK	132
macos-release	OK	204
macos-oldrel	OK	134
windows-devel	OK	107
windows-release	OK	97
windows-oldrel	OK	101
wasm-release	OK	88

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

Dependencies:ash bitops cli cluster colorspace cpp11 deSolve farver fda fds FNN ggplot2 glue gtable hdrcde isoband kernlab KernSmooth ks labeling lattice lifecycle locfit MASS Matrix mclust mgcv multicool mvtnorm nlme pcaPP pracma R6 rainbow RColorBrewer Rcpp RCurl rlang S7 scales SuppDists vctrs viridisLite withr

Citation

Development and contributors

Readme and manuals

Help Manual

Help page	Topics
Workload Assessment Functions	assessment
Assessment Functions	assessmentGroup
Capacity Coefficient for Exhaustive (AND) Processing	capacity.and
Capacity Coefficient for Full Identification (ID) Exhaustive Processing	capacity.id
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.id.test
A Statistical Test for Super or Limited Capacity	ucip.test