|
| 1 | +<!-- SPDX-License-Identifier: PMPL-1.0-or-later --> |
| 2 | +# StatistEase + BetLang Capability Comparison |
| 3 | + |
| 4 | +``` |
| 5 | +┌─────────────────────────────┬──────────────────────┬──────────────────────┬──────────────┐ |
| 6 | +│ Capability │ BetLang (Racket) │ StatistEase (Julia) │ Winner │ |
| 7 | +├─────────────────────────────┼──────────────────────┼──────────────────────┼──────────────┤ |
| 8 | +│ Descriptive stats │ Basic (mean,med,mode)│ 13 measures + power │ StatistEase │ |
| 9 | +│ Hypothesis testing │ Chi-sq, KS only │ 15+ tests (MW,KW, │ StatistEase │ |
| 10 | +│ │ │ Fisher,MANOVA,etc) │ │ |
| 11 | +│ Bayesian inference │ MCMC,ABC,conjugate, │ Bootstrap CI, EM │ BetLang │ |
| 12 | +│ │ Bayes factors, HPD │ │ │ |
| 13 | +│ Sampling methods │ 14 methods (HMC,SMC, │ Bootstrap only │ BetLang │ |
| 14 | +│ │ slice,LHS,Sobol) │ │ │ |
| 15 | +│ Optimization │ 13 algorithms (SA,GA,│ None │ BetLang │ |
| 16 | +│ │ PSO,DE,ant colony) │ │ │ |
| 17 | +│ Uncertainty types │ 14 number systems │ Tropical+p-adic+ │ BetLang │ |
| 18 | +│ │ (fuzzy,interval,etc) │ modular │ │ |
| 19 | +│ Distributions │ 20+ with sampling │ 100+ via Distrib.jl │ StatistEase │ |
| 20 | +│ Markov chains / HMM │ Full implementation │ None │ BetLang │ |
| 21 | +│ Financial risk │ VaR,options,Dutch │ None (before bridge) │ BetLang │ |
| 22 | +│ │ book,risk-of-ruin │ │ │ |
| 23 | +│ Nonparametric tests │ None │ Full suite (midranks,│ StatistEase │ |
| 24 | +│ │ │ ties,PERMANOVA) │ │ |
| 25 | +│ Cross-verification │ None │ Aspasia+ECHIDNA │ StatistEase │ |
| 26 | +│ Formal proofs │ None │ 10 Agda proofs │ StatistEase │ |
| 27 | +│ Type safety │ 14 custom types │ TypeLL L1-12 │ StatistEase │ |
| 28 | +│ Game theory │ Nash,auctions,PD │ None │ BetLang │ |
| 29 | +│ Effect size classification │ None │ Cohen d/r/η² auto │ StatistEase │ |
| 30 | +│ Multiple corrections │ None │ Bonf/Holm/Sidak/FDR │ StatistEase │ |
| 31 | +├─────────────────────────────┼──────────────────────┼──────────────────────┼──────────────┤ |
| 32 | +│ INTEGRATION (bridge) │ Julia backend 20% │ betlang_bridge.jl │ COMBINED │ |
| 33 | +│ │ BetLang.jl exists │ 442 tests passing │ │ |
| 34 | +└─────────────────────────────┴──────────────────────┴──────────────────────┴──────────────┘ |
| 35 | +
|
| 36 | +COMBINED POWER: StatistEase uses BetLang for Bayesian/sampling/optimization/uncertainty. |
| 37 | +BetLang uses StatistEase for hypothesis testing/formal verification/cross-verification. |
| 38 | +``` |
0 commit comments