Package: NCC 1.0

Pavla Krotka

NCC: Simulation and Analysis of Platform Trials with Non-Concurrent Controls

Design and analysis of flexible platform trials with non-concurrent controls. Functions for data generation, analysis, visualization and running simulation studies are provided. The implemented analysis methods are described in: Bofill Roig et al. (2022) <doi:10.1186/s12874-022-01683-w>, Saville et al. (2022) <doi:10.1177/17407745221112013> and Schmidli et al. (2014) <doi:10.1111/biom.12242>.

Authors:Pavla Krotka [aut, cre], Marta Bofill Roig [aut, ths], Katharina Hees [aut], Peter Jacko [aut], Dominic Magirr [aut], Martin Posch [ctb]

NCC_1.0.tar.gz
NCC_1.0.zip(r-4.5)NCC_1.0.zip(r-4.4)NCC_1.0.zip(r-4.3)
NCC_1.0.tgz(r-4.4-any)NCC_1.0.tgz(r-4.3-any)
NCC_1.0.tar.gz(r-4.5-noble)NCC_1.0.tar.gz(r-4.4-noble)
NCC_1.0.tgz(r-4.4-emscripten)NCC_1.0.tgz(r-4.3-emscripten)
NCC.pdf |NCC.html✨
NCC/json (API)

Peer review:

Bug tracker:https://github.com/pavlakrotka/ncc/issues

On CRAN:

clinical-trialsplatform-trialssimulationstatistical-inference

39 exports 4 stars 1.76 score 90 dependencies 29 scripts 218 downloads

Last updated 10 days agofrom:3638e6abab. Checks:OK: 7. Indexed: yes.

Exports:all_modelsdatasim_bindatasim_bin_2datasim_contfixmodel_binfixmodel_cal_binfixmodel_cal_contfixmodel_contfixmodel_lin_contgam_contget_ss_matrixinv_u_trendlinear_trendMAPprior_binMAPprior_contMAPpriorNew_contmixmodel_AR1_cal_contmixmodel_AR1_contmixmodel_cal_contmixmodel_contmixmodel_int_cal_contmixmodel_int_contpiecewise_cal_contpiecewise_contplot_trialpoolmodel_binpoolmodel_contseasonal_trendsepmodel_adj_binsepmodel_adj_contsepmodel_binsepmodel_contsim_studysim_study_parsplines_cal_contsplines_contsw_trendtimemachine_bintimemachine_cont

Dependencies:abindassertthatbackportsbayesplotBHbootcallrcheckmateclicodacodetoolscolorspacecrayondescdistributionaldoParalleldplyrfansifarverforeachFormulagenericsgeometryggplot2ggridgesgluegmpgridExtragtableinlineisobanditeratorslabelinglatticelifecyclelinproglme4lmerTestloolpSolvemagicmagrittrMASSMatrixmatrixStatsmgcvminqamunsellmvtnormnlmenloptrnumDerivparallellypbapplypillarpkgbuildpkgconfigplyrposteriorprocessxproxypsQuickJSRR6RBesTRColorBrewerRcppRcppEigenRcppParallelRcppProgressregistryreshape2rjagsrlangROIrstanrstantoolsscalesslamspaMMStanHeadersstringistringrtensorAtibbletidyselectutf8vctrsviridisLitewithr