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Institute of Mathematical Statistics and Actuarial Science
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Institute of Mathematical Statistics and Actuarial Science
Institute of Mathematical Statistics and Actuarial Science
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Institute of Mathematical Statistics and Actuarial Science
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Software
On the institute's
software page
one finds a few R packages which I coauthored. Below are some R program files for specific tasks.
Basic statistics
WilcoxonSRPVs.R (exact p-values for Wilcoxon's signed rank test, also in case of tied absolute values)
(1KB)
WilcoxonSRCBs.R (exact confidence bounds for the median of a symmetric distribution)
(2KB)
MannWhitneyCBs.R (exact confidence bounds for a shift parameter in a two-sample setting)
(2KB)
RunsTest.R (permutation test of exchangeability for binary vector)
(2KB)
Isotonic and concave regression
IsoMeans.R (pool-adjacent-violators algorithm for isotonic weighted least squares)
(1KB)
IsoWLSRegr.R (isotonic weighted least squares regression)
(2KB)
IsoQuantRegr.R (isotonic quantile regression)
(2KB)
IsoCondDistr.R (estimation of isotonic conditional distributions)
(2KB)
ConcWLSRegr.R (concave weighted least squares regression)
(7KB)
Multivariate M-estimation of scatter and location
MVTMLE.R (M-estimators of scatter and location)
(9KB)
MVTMLE_symm.R (symmetrized M-estimators of scatter)
(4KB)
Inference on a distribution function from ranked set samples
R-Files_public.zip
(69KB)
Active Set Algorithms for Shape-Constrained Density Ratios
LogConDens.R
(16KB)
LogConDens_Demo.R
(2KB)
TailInflationA.R
(27KB)
TailInflationA_Demo.R
(4KB)
TailInflationB.R
(34KB)
TailInflationB_Demo.R
(4KB)
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