NEWS.md

In LearnNonparam: 'R6'-Based Flexible Framework for Permutation Tests

LearnNonparam 1.2.9

• Fixed incorrect permutation statistic computation due to deep copy behavior of Rcpp::Language

LearnNonparam 1.2.8

• R side
• Refined the calculation of confidence bands in CDF
• Added DKW inequality-based confidence bands in CDF

• Enhanced error handling in define_pmt

• C++ side

• Rolled back twosample.* functions

LearnNonparam 1.2.7

• R side
• Fixed p-value calculation and adopted the correlation coefficient as test statistic in Correlation
• Added display of test types when printing user-defined tests
• Refined the compilation of R functions in define_pmt

• Improved calculating efficiency in PairedDifference

• C++ side

• Enhanced the permutation efficiency in paired.*
• Reduced the number of permutations in twosample.* in cases with duplicate elements across samples

LearnNonparam 1.2.6

• R side
• Fixed the issue with parameter passing to ggplot2::stat_bin in plot()
• Added detection for missing values and zero-length data in test()
• Switched to version 3 serialization format

• Added more documentation

• C++ side

• Improved the efficiency of calling R from C++
• Enhanced the permuting efficiency in rcbd.*, association.*, and table.*
• Replaced R_len_t with R_xlen_t to support long vectors
• Replaced Rcpp.h with Rcpp/Lightest to reduce compilation time

LearnNonparam 1.2.5

• Added support for scoring as an active binding in define_pmt
• Corrected x-axis range in plot() when style = "graphics"
• Improved the performance of PairedDifference

LearnNonparam 1.2.4

• R side
• Added support for custom scoring systems in define_pmt
• Enabled compatibility with C++ standard versions beyond C++14 in define_pmt
• Improved the performance of KruskalWallis, OneWay, and Studentized
• Replaced certain warning() calls with stop()

• Refined some text

• C++ side

• Enhanced permuting efficiency in twosample_pmt

LearnNonparam 1.2.3

• Improved twosample_pmt
• Added examples
• Fixed SiegelTukey and ContingencyTableTest

LearnNonparam 1.2.2

• R side
• Changed the default value of n_permu to 1e4
• Added support for test statistics defined using Rcpp in define_pmt
• Added support for null_value other than zero in two-sample location tests
• Added support for scoring in TwoSampleAssociationTest
• Added a confidence interval for p-value in print()
• Added the LearnNonparam.pmt_progress option
• Added attr(t$n_permu, "n_used")
• Replaced multicomp.* with multcomp.*
• Replaced KSampleF and RCBDF with OneWay and RCBDOneWay
• Stopped exporting abstract classes (TwoSampleTest, KSampleTest, etc.)
• Improved the efficiency of ChiSquare, Difference, JonckheereTerpstra, KruskalWallis, RatioMeanDeviance and Studentized

• Fixed many bugs

• C++ side

• Introduced a new progress bar, which is built at compile time to minimize runtime overhead

LearnNonparam 1.2.1

• R side
• Added define_pmt
• Added some error messages
• Added some active bindings
• Introduced graphics as an alternative to ggplot2
• Introduced compiler::cmpfun for better performance
• Renamed ANOVA, RCBD, RCBDANOVA and SignedDiff
• Replaced MultiCompT and TukeyHSD with Studentized
• Replaced "approx" with "asymp"
• Improved MultipleComparison
• Improved CDF$plot()
• Fixed many bugs
• C++ side
• A new progress bar
• Support for larger n_permu

LearnNonparam 1.2.0

• Added logo
• Introduced Rcpp
• Replaced Mean with Difference
• Replaced SignedScore with SignedDiff
• Replaced PermuTest$feed() with PermuTest$test()
• Accelerated RCBD and TwoSamplePairedTest
• Improved print() and plot() method of CDF, MultipleComparison and PermuTest
• Added "approx" option for the Quantile$type
• Fixed many bugs

LearnNonparam documentation built on June 8, 2025, 1:46 p.m.