NEWS
LearnNonparam 1.3.0 (2025-09-30)
-
R side
- Added several two-sample distribution tests:
distribution.ks, distribution.kuiper, distribution.cvm, distribution.ad
- (Breaking) Removed
twosample.scoresum and twosample.ks
- (Breaking) Modified two parameters in
define_pmt: renamed inherit to method; updated the rejection parameter to accept only "<>", "<", or ">"
- Added
quickr support in define_pmt
- Introduced an
autoplot method for the PermuTest class
- Fixed an issue where p-value calculations were affected by double-precision floating-point errors
- Resolved an edge-case issue in
RCBDTest that caused errors during score computation
-
C++ side
- Implemented a new progress bar with additional features: speed and ETA
- Significantly improved the efficiency of calling R functions from C++
- Enhanced permutation efficiency in two-sample and paired two-sample tests using branchless swap techniques
- Removed bounds checking during permutation
- Fixed an issue in
define_pmt where statistic could not be a mutable lambda
LearnNonparam 1.2.9 (2025-06-02)
- Fixed incorrect permutation statistic computation due to deep copy behavior of
Rcpp::Language
LearnNonparam 1.2.8 (2025-04-29)
-
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 (2025-01-30)
-
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 (2024-12-17)
-
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 (2024-11-14)
- 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 (2024-11-12)
-
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 (2024-10-15)
- 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