Various Methods for the Goodness-of-Fit Problem in D>1 Dimensions

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Documentation for package ‘MDgof’ version 1.0.0

• DESCRIPTION file.
• User guides, package vignettes and other documentation.
• Package NEWS.

Help Pages

bakshaev_rudzkis	Run Bakshaev and Rudzkis Test
case.studies	Create various case studies
case.studies.cont	Create various case studies for continuous data without parameter estimation
case.studies.cont.D5	Create various case studies for continuous data in 5 dimensions without parameter estimation
case.studies.disc	Discretize 2D data from case studies
case.studies.est	Create various case studies with parameter estimation
check.functions	Sanity Checks
chi_cont_test	Chi-square test for 2D data
chi_disc_test	Chi-square test for discrete 2D data
chi_power	Power Estimation of Chi Square Tests
compute_M_for_dtaset	Compute M statistic for one dtaset
discretize	Bins continuous data
draw_case	Create plot for any case study
estimateEV	Estimate E and Var/n at Eval for given h, using MC from rnull
examples.mdgof.vignette	examples.mdgof.vignette
gauss_kernel_matrix	Find gaussian kernel pdf
gen.cop	Create copula objects
gen_eval	Find evaluation points
gof_power	Power estimation of goodness-of-fit tests.
gof_test	Tests for the multivariate goodness-of-fit problem
gof_test_adjusted_pvalue	Adjusted p values
grad_mat	Find gradient of log(f) for a matrix of points
hybrid.mdgof.vignette	hybrid.mdgof.vignette
hybrid_power	Power Estimation for the multivariate goodness-of-fit problem via twosample tests
hybrid_test	Tests for the multivariate goodness-of-fit problem via twosample tests
ksd	Find test statistic for Kernel Stein Discrepancy test
makeTSextra	Create list with needed info
newTS	Example for a new test
p2dC	Find probabilities from cdf for discrete data
power_studies_cont_D5_results	power_studies_cont_D5_results
power_studies_cont_est_results	power_studies_cont_est_results
power_studies_cont_hybrid_results	power_studies_cont_hybrid_results
power_studies_cont_nMC5_hybrid_results	power_studies_cont_nMC5_hybrid_results
power_studies_cont_results	power_studies_cont_results
power_studies_disc_est_results	power_studies_disc_est_results
power_studies_disc_hybrid_results	power_studies_disc_hybrid_results
power_studies_disc_nMC5_hybrid_results	power_studies_disc_nMC5_hybrid_results
power_studies_disc_results	power_studies_disc_results
RipleyK	Ripley's K function test
run.studies	Benchmarking for Multivariate Goodness-of-fit Tests
signif.digits	This function does some rounding to nice numbers
sq2rec	Rearrange 2D discrete data
timecheck	estimate run time function
TS_cont	Find test statistics for continuous data
TS_disc	Find test statistics for discrete data