Package: robflreg 1.2

robflreg: Robust Functional Linear Regression

Functions for implementing robust methods for functional linear regression. In the functional linear regression, we consider scalar-on-function linear regression and function-on-function linear regression. More details, see Beyaztas, U., and Shang, H. L. (2021) <arxiv:2111.01238> and Beyaztas, U., and Shang, H. L. (2022) <arxiv:2203.05065>.

Authors:Ufuk Beyaztas [aut, cre, cph], Han Lin Shang [aut]

robflreg_1.2.tar.gz
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robflreg_1.2.tgz(r-4.4-any)robflreg_1.2.tgz(r-4.3-any)
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robflreg.pdf |robflreg.html✨
robflreg/json (API)

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13 exports 0.09 score 68 dependencies 6 scripts 308 downloads

Last updated 8 months agofrom:f1172bdcfe. Checks:OK: 7. Indexed: yes.

Exports:generate.ff.datagenerate.sf.dataget.ff.coeffsget.sf.coeffsgetPCAgetPCA.testplot_ff_coeffsplot_sf_coeffspredict_ff_regressionpredict_sf_regressionrob.ff.regrob.out.detectrob.sf.reg

Dependencies:ashbitopscliclustercodetoolscolorspaceDEoptimRdeSolvedoParalleldotCall64expmfansifarverfdafda.uscfdsfieldsFNNforeachggplot2glmnetgluegoffdagtablehdrcdeisobanditeratorskernlabKernSmoothkskSampleslabelinglatticelifecyclelocfitmagrittrmapsMASSMatrixmclustmgcvmulticoolmunsellmvtnormnlmepcaPPpillarpkgconfigpracmaR6rainbowRColorBrewerRcppRcppArmadilloRcppEigenRCurlrlangrobustbasescalesshapespamSuppDistssurvivaltibbleutf8vctrsviridisLitewithr