Package: qcpm 0.2

qcpm: Quantile Composite Path Modeling

Implements the Quantile Composite-based Path Modeling approach (Davino and Vinzi, 2016 <doi:10.1007/s11634-015-0231-9>; Dolce et al., 2021 <doi:10.1007/s11634-021-00469-0>). The method complements the traditional PLS Path Modeling approach, analyzing the entire distribution of outcome variables and, therefore, overcoming the classical exploration of only average effects. It exploits quantile regression to investigate changes in the relationships among constructs and between constructs and observed variables.

Authors:Giuseppe Lamberti [aut, cre], Cristina Davino [ctb], Pasquale Dolce [ctb], Domenico Vistocco [ctb]

qcpm_0.2.tar.gz
qcpm_0.2.zip(r-4.5)qcpm_0.2.zip(r-4.4)qcpm_0.2.zip(r-4.3)
qcpm_0.2.tgz(r-4.5-any)qcpm_0.2.tgz(r-4.4-any)qcpm_0.2.tgz(r-4.3-any)
qcpm_0.2.tar.gz(r-4.5-noble)qcpm_0.2.tar.gz(r-4.4-noble)
qcpm_0.2.tgz(r-4.4-emscripten)qcpm_0.2.tgz(r-4.3-emscripten)
qcpm.pdf |qcpm.html
qcpm/json (API)

# Install 'qcpm' in R:
install.packages('qcpm', repos = c('https://glamb85.r-universe.dev', 'https://cloud.r-project.org'))

Bug tracker:https://github.com/glamb85/qcpm/issues

Datasets:

On CRAN:

Conda-Forge:

2.00 score 9 scripts 232 downloads 14 exports 68 dependencies

Last updated 3 years agofrom:3aa069b067. Checks:1 OK, 8 NOTE. Indexed: yes.

TargetResultLatest binary
Doc / VignettesOKMar 05 2025
R-4.5-winNOTEMar 05 2025
R-4.5-macNOTEMar 05 2025
R-4.5-linuxNOTEMar 05 2025
R-4.4-winNOTEMar 05 2025
R-4.4-macNOTEMar 05 2025
R-4.4-linuxNOTEMar 05 2025
R-4.3-winNOTEMar 05 2025
R-4.3-macNOTEMar 05 2025

Exports:assessmentbootget_checksget_communalityget_elementget_infoget_internal_parameter_estimationget_loadingsget_names_MVget_pathsqcqcpmreliabilitythresholds

Dependencies:abindadmiscalabamabackportsbroomclicodetoolscombinatcpp11crayoncSEMcubaturedigestdplyrexpmfansifuturefuture.applygenericsglobalsglueGPArotationlatticelavaanlifecyclelistenvmagrittrMASSMatrixmatrixcalcMatrixModelsmatrixStatsmnormtmultipolmvtnormnleqslvnlmenumDerivparallellypbivnormpillarpkgconfigpolycorprogressrpsychpurrrqrngquadprogquantregR6rbibutilsRcppRcppArmadilloRdpackrlangspacefillrSparseMstringistringrsurvivalsymmomentstibbletidyrtidyselectTruncatedNormalutf8vctrswithr