Files in feng-li/movingknots

Efficient Bayesian multivariate surface regression

R/algorithms__FitDiagnosis.R R/algorithms__FitDiagnosis.hwang.R R/algorithms__KStepNewtonMove.R R/algorithms__LogPredScore.R R/algorithms__MCMC.trajectory.R R/algorithms__MHPropMain.R R/algorithms__MHPropWithIWishart.R R/algorithms__MHPropWithKStepNewton.R R/algorithms__MovingKnots_MCMC.R R/algorithms__Params.subsets.R R/algorithms__RandomWalkMetropolis.R R/algorithms__SGLD.R R/algorithms__SurfacePred.R R/algorithms__convert.densParams.R R/algorithms__deriv_prior.R R/algorithms__grad.x.deriv_link.R R/algorithms__knots_check_boundary.R R/algorithms__knots_subsetsIdx.R R/algorithms__log_prior.R R/algorithms__par.transform.R R/algorithms__par.transform2.R R/algorithms__sub.hessian.R R/dgp__DGP.hwang.R R/dgp__DGP.surface.R R/dgp__surface.hwang.R R/models__glm__glm_gradhess.R R/models__glm__glm_logpost.R R/models__linear__etc__Mat.x.AT.k.I.x.K.x.delta.knots.R R/models__linear__etc__Mat.x.DvecA.k.P_stp1.R R/models__linear__etc__Mat.x.DvecA.k.P_stp2.R R/models__linear__etc__Mat.x.DvecA.k.XTX_stp1.R R/models__linear__etc__Mat.x.DvecA.k.XTX_stp2.R R/models__linear__etc__Mat.x.DvecSigma.inv.k.XTX.R R/models__linear__etc__Mat.x.delta.vecSigma4beta.inv.R R/models__linear__etc__Mat.x.delta.xi.R R/models__linear__etc__P.matrix.R R/models__linear__etc__Sigma4betaFun.R R/models__linear__etc__X.x.delta.xi.R R/models__linear__etc__Xmats.x.delta.xi.R R/models__linear__etc__aT.x.DvecSigma4beta.inv.R R/models__linear__etc__delta.K.R R/models__linear__etc__delta.sumlogdetP.R R/models__linear__etc__delta.sumqlogdetK.R R/models__linear__etc__delta.vecPartiSigma4beta.inv.R R/models__linear__etc__delta.xi.R R/models__linear__etc__idx.b2beta.R R/models__linear__etc__idx.beta2b.R R/models__linear__etc__knots_list2mat.R R/models__linear__etc__knots_mat2list.R R/models__linear__etc__make.knotsPriVar.R R/models__linear__linear_IWishart.R R/models__linear__linear_gradhess.R R/models__linear__linear_logpost.R R/models__linear__linear_post4coef.R R/responsesurface__responsesuface.R README.md inst/examples/README.md inst/examples/RUN_rajan_pri_eqspace_var10n_s_moving_20_plus_a_moving_4.R inst/examples/RUN_rajan_pri_eqspace_var2n_s_moving_20_plus_a_moving_4.R inst/examples/RUN_rajan_pri_eqspace_varhalfn_s_moving_20_plus_a_moving_4.R inst/examples/RUN_rajan_pri_eqspace_varn_s_moving_20_plus_a_moving_4.R inst/examples/RUN_rajan_pri_kmeans_var10n_s_moving_20_plus_a_moving_4.R inst/examples/RUN_rajan_pri_kmeans_var2n_s_moving_20_plus_a_moving_4.R inst/examples/RUN_rajan_pri_kmeans_varhalfn_s_moving_20_plus_a_moving_4.R inst/examples/RUN_rajan_pri_random_var10n_s_moving_20_plus_a_moving_4.R inst/examples/RUN_rajan_pri_random_var2n_s_moving_20_plus_a_moving_4.R inst/examples/RUN_rajan_pri_random_varhalfn_s_moving_20_plus_a_moving_4.R inst/examples/RUN_rajan_pri_random_varn_s_moving_20_plus_a_moving_4.R inst/examples/RUN_rajan_profile_s_moving_20_plus_a_moving_4.R inst/examples/RUN_rajan_s_moving_20_plus_a_moving_4_batchbase1_kstep.R inst/examples/RUN_rajan_s_moving_20_plus_a_moving_4_batchbase1_randomwalk.R inst/examples/RUN_rajan_s_moving_20_plus_a_moving_4_joint_kstep.R inst/examples/RUN_rajan_s_moving_2_plus_a_moving2.R inst/examples/RUN_rajan_s_moving_2_plus_a_moving2_SGLD.R inst/examples/RUN_rajan_s_moving_40.R inst/examples/RUN_rajan_shrinkage_0.5var_s_moving_20_plus_a_moving_4.R inst/examples/RUN_rajan_shrinkage_2var_s_moving_20_plus_a_moving_4.R inst/examples/RUN_simul_10cov_25knots_2p_1000n_s.R inst/examples/RUN_simul_10cov_5knots_1p_200n_s.R inst/examples/RUN_simul_10cov_5knots_2p_1000n_s.R inst/examples/RUN_simul_10cov_5knots_2p_200n_s.R inst/examples/RUN_simul_hwang_additive_1p_1000n_s.R inst/examples/RUN_simul_hwang_harmonic_1p_1000n_s.R inst/examples/RUN_simul_hwang_interaction_1p_1000n_s.R inst/examples/RUN_simul_hwang_radial_1p_1000n_s.R inst/examples/RUN_simul_hwang_simple_1p_1000n_s.R inst/examples/RUN_tsfeatures.R inst/scripts/plots/LPDSPlot.R inst/scripts/plots/Plot1Dsimul.R inst/scripts/plots/PlotCompResid_2p_1000n.R inst/scripts/plots/PlotCompResid_2p_200n.R inst/scripts/plots/PlotDGPCheck.R inst/scripts/plots/PlotLOSS.R inst/scripts/plots/PlotLOSSwithNL.R inst/scripts/plots/PlotLOSSwithNL_2p.R inst/scripts/plots/PlotPostSurface-PriStudy.R inst/scripts/plots/PlotRajan.R inst/scripts/plots/PlotRajanPosterior.R inst/scripts/plots/PlotRajanPosteriorBatch.R inst/scripts/plots/PlotResid.R inst/scripts/plots/PlotSimulHwang.R inst/scripts/reports/PostKnotsCanCorrEigen.R inst/scripts/reports/PredictiveSurface.R inst/tests/KStepNewtonDimMove.R inst/tests/Knots_Locate.R inst/tests/Main.R inst/tests/Mat.x.delta.vecP.R inst/tests/SETUP.R inst/tests/b2beta.R inst/tests/delta.beta.tilde.R inst/tests/det.R inst/tests/finiteNewtonProp.R inst/tests/linear_setup.R inst/tests/mkdpprior.R inst/tests/num.hessian.R inst/tests/play.R inst/tests/test.B.R inst/tests/test.R inst/tests/test.comp.R inst/tests/test.gradient.R inst/tests/test.gradient2.R inst/tests/test.init.BFGS.R inst/tests/test.plot.R inst/tests/test.wishart.R inst/tests/test_linear_gradhess.R inst/tests/test_linear_logpost.R inst/tests/test_make.knots.R inst/tests/test_num_grad.R inst/tests/test_num_max_posterior.R inst/tests/test_setup.R inst/tests/tests.rgl.R inst/tests/unlist.R man/DGP.hwang.Rd man/DGP.surface.Rd man/FitDiagnosis.Rd man/FitDiagnosis.hwang.Rd man/KStepNewtonMove.Rd man/LogPredScore.Rd man/MCMC.trajectory.Rd man/MHPropMain.Rd man/MHPropWithIWishart.Rd man/MHPropWithKStepNewton.Rd man/Mat.delta.xi.Rd man/Mat.x.AT.k.I.x.K.x.delta.knots.Rd man/Mat.x.DvecA.k.P_stp1.Rd man/Mat.x.DvecA.k.P_stp2.Rd man/Mat.x.DvecA.k.XTX_stp1.Rd man/Mat.x.DvecA.k.XTX_stp2.Rd man/Mat.x.DvecSigma.inv.k.XTX.Rd man/Mat.x.delta.vecSigma4beta.inv.Rd man/MovingKnots_MCMC.Rd man/P.matrix.Rd man/Params.subsets.Rd man/PredSurface.Rd man/RandomWalkMetropolis.Rd man/SGLD.Rd man/Sigma4betaFun.Rd man/X.x.delta.xi.Rd man/Xmats.x.delta.xi.Rd man/aT.x.DvecSigma4beta.inv.Rd man/convert.densParams.Rd man/delta.K.Rd man/delta.sumlogdetP.Rd man/delta.sumqlogdetK.Rd man/delta.vecPartiSigma4beta.inv.Rd man/delta.xi.Rd man/deriv_prior.Rd man/glm_gradhess.Rd man/glm_logpost.Rd man/grad.x.deriv_link.Rd man/grad_vech_Sigma.Rd man/gradient_vecB.Rd man/gradient_xi.Rd man/gradient_xi_condi.Rd man/idx.b2beta.Rd man/idx.beta2b.Rd man/knots_check_boundary.Rd man/knots_list2mat.Rd man/knots_mat2list.Rd man/knots_subsetsIdx.Rd man/linear_IWishart.Rd man/linear_gradhess.Rd man/linear_logpost.Rd man/linear_post4coef.Rd man/log_prior.Rd man/make.knotsPriVar.Rd man/par.transform.Rd man/par.transform2.Rd man/sub.hessian.Rd man/surface.hwang.Rd