bigsplines: Smoothing Splines for Large Samples

Fits smoothing spline regression models using scalable algorithms designed for large samples. Six marginal spline types are supported: cubic, different cubic, cubic periodic, cubic thin-plate, ordinal, and nominal. Random effects and parametric effects are also supported. Response can be Gaussian or non-Gaussian: Binomial, Poisson, Gamma, Inverse Gaussian, or Negative Binomial.

AuthorNathaniel E. Helwig <helwig@umn.edu>
Date of publication2016-08-13 11:01:28
MaintainerNathaniel E. Helwig <helwig@umn.edu>
LicenseGPL (>= 2)
Version1.0-9

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Files in this package

bigsplines
bigsplines/src
bigsplines/src/linker.f
bigsplines/src/cubkerzsym.f
bigsplines/src/sumfreq.f
bigsplines/src/nomker.f
bigsplines/src/perker.f
bigsplines/src/ordker.f
bigsplines/src/cubkersym.f
bigsplines/src/linkersym.f
bigsplines/src/nomkersym.f
bigsplines/src/perkersym.f
bigsplines/src/tpsker.f
bigsplines/src/ordkersym.f
bigsplines/src/cubker.f
bigsplines/src/tpskersym.f
bigsplines/src/cubkerz.f
bigsplines/NAMESPACE
bigsplines/R
bigsplines/R/postvar.R bigsplines/R/predict.bigssg.R bigsplines/R/remlri.R bigsplines/R/gcvcss.R bigsplines/R/bigssp.R bigsplines/R/tcprod.R bigsplines/R/lamcoefg.R bigsplines/R/predict.bigtps.R bigsplines/R/makessg.R bigsplines/R/imagebar.R bigsplines/R/bigssg.R bigsplines/R/rkron.R bigsplines/R/nbmle.R bigsplines/R/print.bigssg.R bigsplines/R/getRandom.R bigsplines/R/plotci.R bigsplines/R/print.summary.bigssp.R bigsplines/R/remlvc.R bigsplines/R/print.bigssp.R bigsplines/R/summary.bigssp.R bigsplines/R/smartssg.R bigsplines/R/lamcoef.R bigsplines/R/ssgwork.R bigsplines/R/gcvssa.R bigsplines/R/print.summary.bigssg.R bigsplines/R/predict.bigssa.R bigsplines/R/sspwork.R bigsplines/R/print.summary.bigtps.R bigsplines/R/bigtps.R bigsplines/R/makessa.R bigsplines/R/smartssa.R bigsplines/R/summary.bigssg.R bigsplines/R/summary.bigtps.R bigsplines/R/print.bigssa.R bigsplines/R/bigspline.R bigsplines/R/makeZtZ.R bigsplines/R/predict.bigspline.R bigsplines/R/lamloop.R bigsplines/R/sspdpm.R bigsplines/R/binsamp.R bigsplines/R/print.bigtps.R bigsplines/R/makerkm.R bigsplines/R/bigssa.R bigsplines/R/pdsXty.R bigsplines/R/num2col.R bigsplines/R/print.summary.bigssa.R bigsplines/R/plotbar.R bigsplines/R/smartssp.R bigsplines/R/ssblup.R bigsplines/R/gcvssp.R bigsplines/R/ssadpm.R bigsplines/R/makeZtX.R bigsplines/R/unifqsum.R bigsplines/R/summary.bigspline.R bigsplines/R/gcvssg.R bigsplines/R/unifqsumg.R bigsplines/R/gcvgss.R bigsplines/R/summary.bigssa.R bigsplines/R/pinvsm.R bigsplines/R/ssawork.R bigsplines/R/predict.bigssp.R bigsplines/R/print.summary.bigspline.R bigsplines/R/print.bigspline.R bigsplines/R/makessp.R bigsplines/R/lamloopg.R
bigsplines/MD5
bigsplines/DESCRIPTION
bigsplines/ChangeLog
bigsplines/man
bigsplines/man/plotbar.Rd bigsplines/man/bigsplines-internal.Rd bigsplines/man/bigspline.Rd bigsplines/man/predict.bigssp.Rd bigsplines/man/makessp.Rd bigsplines/man/predict.bigspline.Rd bigsplines/man/imagebar.Rd bigsplines/man/bigssa.Rd bigsplines/man/makessg.Rd bigsplines/man/bigssg.Rd bigsplines/man/bigssp.Rd bigsplines/man/plotci.Rd bigsplines/man/predict.bigtps.Rd bigsplines/man/print.Rd bigsplines/man/predict.bigssg.Rd bigsplines/man/binsamp.Rd bigsplines/man/bigtps.Rd bigsplines/man/makessa.Rd bigsplines/man/predict.bigssa.Rd bigsplines/man/summary.Rd bigsplines/man/bigsplines-package.Rd

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