DiSCos 0.1.4
- Performance release: the bootstrap confidence intervals are about 3x
faster and the permutation test and point estimation meaningfully
faster, from sorting each sample once and evaluating quantiles/CDFs on
the sorted data, and from vectorizing the confidence-interval assembly.
Results are numerically identical to 0.1.3 for the same seed.
DiSCos 0.1.3
- Compatibility with CVXR 1.8.x (
solve ->
psolve, getValue ->
value)
DiSCos 0.1.2
- Compatibility with ggplot 4.0.0
DiSCos 0.1.1
- Corrected ORCIDs of authors
DiSCos 0.1.0
Major updates: * Implemented the fully-fledged bootstrap approach for
confidence interval estimation. See Van Dijcke, Gunsilius, and Wright
(2024) * Added mixture of distributions method CDFs, confidence
intervals, and permutation test
Minor updates: * Fixed a small issue where plot=FALSE option didn’t
work in DiSCoTEA * Added option to supply ordinal vector of discrete
points for mixture of distributions
DiSCos 0.0.1
- First version of package, basic DiSco function for estimating
counterfactual quantile function, resampling-based CIs, permutation
test; DiSCo_TEA function for various aggregation schemes.