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-4.4-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'))

Peer review:

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

Datasets:

On CRAN:

2.00 score 9 scripts 182 downloads 14 exports 68 dependencies

Last updated 2 years agofrom:3aa069b067. Checks:OK: 1 NOTE: 6. Indexed: yes.

TargetResultDate
Doc / VignettesOKNov 05 2024
R-4.5-winNOTENov 05 2024
R-4.5-linuxNOTENov 05 2024
R-4.4-winNOTENov 05 2024
R-4.4-macNOTENov 05 2024
R-4.3-winNOTENov 05 2024
R-4.3-macNOTENov 05 2024

Exports:assessmentbootget_checksget_communalityget_elementget_infoget_internal_parameter_estimationget_loadingsget_names_MVget_pathsqcqcpmreliabilitythresholds

Dependencies:abindadmiscalabamabackportsbroomclicodetoolscombinatcpp11crayoncSEMcubaturedigestdplyrexpmfansifuturefuture.applygenericsglobalsglueGPArotationlatticelavaanlifecyclelistenvmagrittrMASSMatrixmatrixcalcMatrixModelsmatrixStatsmnormtmultipolmvtnormnleqslvnlmenumDerivparallellypbivnormpillarpkgconfigpolycorprogressrpsychpurrrqrngquadprogquantregR6rbibutilsRcppRcppArmadilloRdpackrlangspacefillrSparseMstringistringrsurvivalsymmomentstibbletidyrtidyselectTruncatedNormalutf8vctrswithr