hermiter v2.0.3
Minor improvements and bug fixes
- Minor update to test cases.
hermiter v2.0.2
Breaking changes
get_coefficients
has been removed as it is redundant.
combine_hermite
has been renamed to merge_hermite
for clarity.
combine_pair
has been renamed to merge_pair
for clarity.
hermite_integral_val_quantile_adap
has been renamed to hermite_integral_val_upper
for clarity.
New features
- Bivariate Hermite estimators have been added with methods for estimating bivariate probability density functions and cumulative distribution functions along with Spearman’s rank correlation coefficients.
- The bivariate estimators include methods to batch update or sequentially update.
- Methods are also provided to consistently merge bivariate hermite_estimators.
- Convenience methods have been added for calculating normalized Hermite functions, along with upper, lower and full domain integrals of the normalized Hermite functions.
Documentation improvements
- The vignette
hermiter
, namely vignette("hermiter")
has been extended to included examples pertaining to the bivariate Hermite series based estimators.
Minor improvements and bug fixes
- The method for merging univariate Hermite series based estimators has been improved, yielding greater accuracy when the hermite_estimators are standardized.
- The method for estimating quantiles with the univariate Hermite series based estimator has been improved and is now consistent with the estimator in the literature.
- Vectorized the univariate quantile estimation method.
- Added further error trapping and other minor enhancements (also for C++ routines).
hermiter v1.0.0
INITIAL RELEASE