Package evaluation to test MarSwitching on Julia 1.14.0-DEV.1786 (45ee44a91e*) started at 2026-02-22T19:39:16.637 ################################################################################ # Set-up # Installing PkgEval dependencies (TestEnv)... Activating project at `~/.julia/environments/v1.14` Set-up completed after 13.15s ################################################################################ # Installation # Installing MarSwitching... Resolving package versions... Installed Rmath_jll ─────────────── v0.5.1+0 Installed Adapt ─────────────────── v4.4.0 Installed FillArrays ────────────── v1.16.0 Installed MacroTools ────────────── v0.5.16 Installed HypergeometricFunctions ─ v0.3.28 Installed DataStructures ────────── v0.19.3 Installed ConstructionBase ──────── v1.6.0 Installed OrderedCollections ────── v1.8.1 Installed DataAPI ───────────────── v1.16.0 Installed StatsAPI ──────────────── v1.8.0 Installed ArrayInterface ────────── v7.22.0 Installed StatsBase ─────────────── v0.34.10 Installed Statistics ────────────── v1.11.1 Installed MarSwitching ──────────── v0.2.3 Installed AliasTables ───────────── v1.1.3 Installed StaticArraysCore ──────── v1.4.4 Installed Requires ──────────────── v1.3.1 Installed QuadGK ────────────────── v2.11.2 Installed CEnum ─────────────────── v0.5.0 Installed LogExpFunctions ───────── v0.3.29 Installed IrrationalConstants ───── v0.2.6 Installed OpenSpecFun_jll ───────── v0.5.6+0 Installed FiniteDiff ────────────── v2.29.0 Installed StatsFuns ─────────────── v1.5.2 Installed Reexport ──────────────── v1.2.2 Installed Distributions ─────────── v0.25.123 Installed Rmath ─────────────────── v0.9.0 Installed SpecialFunctions ──────── v2.7.1 Installed PtrArrays ─────────────── v1.3.0 Installed Setfield ──────────────── v1.1.2 Installed Missings ──────────────── v1.2.0 Installed Preferences ───────────── v1.5.1 Installed JLLWrappers ───────────── v1.7.1 Installed DocStringExtensions ───── v0.9.5 Installed NLopt ─────────────────── v1.2.1 Installed NLopt_jll ─────────────── v2.10.0+0 Installed PDMats ────────────────── v0.11.37 Installed SortingAlgorithms ─────── v1.2.2 Installing 3 artifacts Installed artifact Rmath 121.9 KiB Installed artifact OpenSpecFun 194.9 KiB Installed artifact NLopt 322.7 KiB Updating `~/.julia/environments/v1.14/Project.toml` [b2b8a7f1] + MarSwitching v0.2.3 Updating `~/.julia/environments/v1.14/Manifest.toml` [79e6a3ab] + Adapt v4.4.0 [66dad0bd] + AliasTables v1.1.3 [4fba245c] + ArrayInterface v7.22.0 [fa961155] + CEnum v0.5.0 [187b0558] + ConstructionBase v1.6.0 [9a962f9c] + DataAPI v1.16.0 [864edb3b] + DataStructures v0.19.3 [31c24e10] + Distributions v0.25.123 [ffbed154] + DocStringExtensions v0.9.5 [1a297f60] + FillArrays v1.16.0 [6a86dc24] + FiniteDiff v2.29.0 [34004b35] + HypergeometricFunctions v0.3.28 [92d709cd] + IrrationalConstants v0.2.6 [692b3bcd] + JLLWrappers v1.7.1 [2ab3a3ac] + LogExpFunctions v0.3.29 [1914dd2f] + MacroTools v0.5.16 [b2b8a7f1] + MarSwitching v0.2.3 [e1d29d7a] + Missings v1.2.0 [76087f3c] + NLopt v1.2.1 [bac558e1] + OrderedCollections v1.8.1 [90014a1f] + PDMats v0.11.37 [21216c6a] + Preferences v1.5.1 [43287f4e] + PtrArrays v1.3.0 [1fd47b50] + QuadGK v2.11.2 [189a3867] + Reexport v1.2.2 [ae029012] + Requires v1.3.1 [79098fc4] + Rmath v0.9.0 [efcf1570] + Setfield v1.1.2 [a2af1166] + SortingAlgorithms v1.2.2 [276daf66] + SpecialFunctions v2.7.1 [1e83bf80] + StaticArraysCore v1.4.4 [10745b16] + Statistics v1.11.1 [82ae8749] + StatsAPI v1.8.0 [2913bbd2] + StatsBase v0.34.10 [4c63d2b9] + StatsFuns v1.5.2 [079eb43e] + NLopt_jll v2.10.0+0 [efe28fd5] + OpenSpecFun_jll v0.5.6+0 [f50d1b31] + Rmath_jll v0.5.1+0 [56f22d72] + Artifacts v1.11.0 [ade2ca70] + Dates v1.11.0 [9fa8497b] + Future v1.11.0 [8f399da3] + Libdl v1.11.0 [37e2e46d] + LinearAlgebra v1.13.0 [de0858da] + Printf v1.11.0 [9a3f8284] + Random v1.11.0 [ea8e919c] + SHA v1.0.0 [9e88b42a] + Serialization v1.11.0 [2f01184e] + SparseArrays v1.13.0 [4607b0f0] + SuiteSparse [fa267f1f] + TOML v1.0.3 [cf7118a7] + UUIDs v1.11.0 [4ec0a83e] + Unicode v1.11.0 [e66e0078] + CompilerSupportLibraries_jll v1.3.0+1 [4536629a] + OpenBLAS_jll v0.3.30+0 [05823500] + OpenLibm_jll v0.8.7+0 [bea87d4a] + SuiteSparse_jll v7.10.1+0 [8e850b90] + libblastrampoline_jll v5.15.0+0 Installation completed after 9.28s ################################################################################ # Precompilation # Precompiling PkgEval dependencies... Precompiling packages... 5909.7 ms ✓ TestEnv 1 dependency successfully precompiled in 6 seconds. 27 already precompiled. Precompiling package dependencies... Precompiling packages... 4694.4 ms ✓ MacroTools 888.7 ms ✓ Reexport 1176.4 ms ✓ Statistics 1055.1 ms ✓ DataAPI 1251.8 ms ✓ ConstructionBase 2111.0 ms ✓ IrrationalConstants 1051.3 ms ✓ StaticArraysCore 980.3 ms ✓ StatsAPI 1290.6 ms ✓ Requires 2626.8 ms ✓ OrderedCollections 1530.5 ms ✓ DocStringExtensions 910.7 ms ✓ CEnum 2242.6 ms ✓ FillArrays 921.1 ms ✓ PtrArrays 1840.1 ms ✓ PDMats 1226.5 ms ✓ Preferences 1483.7 ms ✓ Statistics → SparseArraysExt 1150.8 ms ✓ Missings 889.8 ms ✓ ConstructionBase → ConstructionBaseLinearAlgebraExt 993.4 ms ✓ Adapt 3541.5 ms ✓ DataStructures 1351.3 ms ✓ LogExpFunctions 1539.0 ms ✓ FillArrays → FillArraysSparseArraysExt 1007.4 ms ✓ FillArrays → FillArraysStatisticsExt 994.9 ms ✓ AliasTables 1513.1 ms ✓ FillArrays → FillArraysPDMatsExt 1309.2 ms ✓ JLLWrappers 3048.9 ms ✓ Setfield 1199.4 ms ✓ ArrayInterface 1375.9 ms ✓ Adapt → AdaptSparseArraysExt 1138.9 ms ✓ SortingAlgorithms 2372.2 ms ✓ QuadGK 1405.2 ms ✓ NLopt_jll 1421.0 ms ✓ Rmath_jll 1489.5 ms ✓ OpenSpecFun_jll 803.4 ms ✓ ArrayInterface → ArrayInterfaceStaticArraysCoreExt 1272.3 ms ✓ ArrayInterface → ArrayInterfaceSparseArraysExt 4486.6 ms ✓ StatsBase 1961.9 ms ✓ NLopt 1511.3 ms ✓ Rmath 4891.9 ms ✓ SpecialFunctions 1322.6 ms ✓ FiniteDiff 1402.6 ms ✓ PDMats → StatsBaseExt 2116.0 ms ✓ HypergeometricFunctions 1319.9 ms ✓ FiniteDiff → FiniteDiffSparseArraysExt 3006.0 ms ✓ StatsFuns 9447.6 ms ✓ Distributions 3433.5 ms ✓ MarSwitching 3731.3 ms ✓ Distributions → DistributionsTestExt 49 dependencies successfully precompiled in 96 seconds. 18 already precompiled. Precompilation completed after 122.63s ################################################################################ # Testing # Testing MarSwitching Status `/tmp/jl_eQCVqB/Project.toml` [31c24e10] Distributions v0.25.123 [6a86dc24] FiniteDiff v2.29.0 [b2b8a7f1] MarSwitching v0.2.3 [76087f3c] NLopt v1.2.1 [2913bbd2] StatsBase v0.34.10 [37e2e46d] LinearAlgebra v1.13.0 [de0858da] Printf v1.11.0 [9a3f8284] Random v1.11.0 [8dfed614] Test v1.11.0 Status `/tmp/jl_eQCVqB/Manifest.toml` [79e6a3ab] Adapt v4.4.0 [66dad0bd] AliasTables v1.1.3 [4fba245c] ArrayInterface v7.22.0 [fa961155] CEnum v0.5.0 [187b0558] ConstructionBase v1.6.0 [9a962f9c] DataAPI v1.16.0 [864edb3b] DataStructures v0.19.3 [31c24e10] Distributions v0.25.123 [ffbed154] DocStringExtensions v0.9.5 [1a297f60] FillArrays v1.16.0 [6a86dc24] FiniteDiff v2.29.0 [34004b35] HypergeometricFunctions v0.3.28 [92d709cd] IrrationalConstants v0.2.6 [692b3bcd] JLLWrappers v1.7.1 [2ab3a3ac] LogExpFunctions v0.3.29 [1914dd2f] MacroTools v0.5.16 [b2b8a7f1] MarSwitching v0.2.3 [e1d29d7a] Missings v1.2.0 [76087f3c] NLopt v1.2.1 [bac558e1] OrderedCollections v1.8.1 [90014a1f] PDMats v0.11.37 [21216c6a] Preferences v1.5.1 [43287f4e] PtrArrays v1.3.0 [1fd47b50] QuadGK v2.11.2 [189a3867] Reexport v1.2.2 [ae029012] Requires v1.3.1 [79098fc4] Rmath v0.9.0 [efcf1570] Setfield v1.1.2 [a2af1166] SortingAlgorithms v1.2.2 [276daf66] SpecialFunctions v2.7.1 [1e83bf80] StaticArraysCore v1.4.4 [10745b16] Statistics v1.11.1 [82ae8749] StatsAPI v1.8.0 [2913bbd2] StatsBase v0.34.10 [4c63d2b9] StatsFuns v1.5.2 [079eb43e] NLopt_jll v2.10.0+0 [efe28fd5] OpenSpecFun_jll v0.5.6+0 [f50d1b31] Rmath_jll v0.5.1+0 [56f22d72] Artifacts v1.11.0 [2a0f44e3] Base64 v1.11.0 [ade2ca70] Dates v1.11.0 [9fa8497b] Future v1.11.0 [b77e0a4c] InteractiveUtils v1.11.0 [ac6e5ff7] JuliaSyntaxHighlighting v1.13.0 [8f399da3] Libdl v1.11.0 [37e2e46d] LinearAlgebra v1.13.0 [56ddb016] Logging v1.11.0 [d6f4376e] Markdown v1.11.0 [de0858da] Printf v1.11.0 [9a3f8284] Random v1.11.0 [ea8e919c] SHA v1.0.0 [9e88b42a] Serialization v1.11.0 [2f01184e] SparseArrays v1.13.0 [f489334b] StyledStrings v1.13.0 [4607b0f0] SuiteSparse [fa267f1f] TOML v1.0.3 [8dfed614] Test v1.11.0 [cf7118a7] UUIDs v1.11.0 [4ec0a83e] Unicode v1.11.0 [e66e0078] CompilerSupportLibraries_jll v1.3.0+1 [4536629a] OpenBLAS_jll v0.3.30+0 [05823500] OpenLibm_jll v0.8.7+0 [bea87d4a] SuiteSparse_jll v7.10.1+0 [8e850b90] libblastrampoline_jll v5.15.0+0 Testing Running tests... Seed: 34 β_i,1: 0.119 -1.794 0.455 0.328 ------------------------------ β_i,2: -0.511 -0.098 0.583 0.328 ------------------------------ β_i,3: 0.982 -1.481 0.906 0.328 ------------------------------ σ = [0.187, 0.822, 0.383] ---------------------------- P = 0.74 0.106 0.09 0.072 0.849 0.1 0.188 0.046 0.81 NLopt msg: XTOL_REACHED ------------------------------ Summary of regime 1: ------------------------------ Coefficient | Estimate | Std. Error | z value | Pr(>|z|) ------------------------------------------------------------------- β_0 | 0.119 | 0.014 | 8.721 | < 1e-3 β_1 | -1.794 | 0.013 | -142.048 | < 1e-3 β_2 | 0.455 | 0.013 | 35.893 | < 1e-3 β_3 | 0.328 | 0.012 | 28.419 | < 1e-3 σ | 0.187 | 0.012 | 15.535 | < 1e-3 ------------------------------------------------------------------- Expected regime duration: 3.84 periods ------------------------------------------------------------------- left-stochastic transition matrix: | regime 1 | regime 2 | regime 3 ---------------------------------------------------- regime 1 | 73.99% | 10.56% | 8.96% | regime 2 | 7.24% | 84.86% | 10.01% | regime 3 | 18.77% | 4.58% | 81.03% | Markov Switching Model with 3 regimes ================================================================= # of observations: 1000 AIC: 2021.95 # of estimated parameters: 19 BIC: 2115.197 Error distribution: Gaussian Instant. adj. R^2: 0.8856 Loglikelihood: -992.0 Step-ahead adj. R^2: 0.7215 ----------------------------------------------------------------- ------------------------------ Summary of regime 1: ------------------------------ Coefficient | Estimate | Std. Error | z value | Pr(>|z|) ------------------------------------------------------------------- β_0 | 0.119 | 0.014 | 8.721 | < 1e-3 β_1 | -1.794 | 0.013 | -142.048 | < 1e-3 β_2 | 0.455 | 0.013 | 35.893 | < 1e-3 β_3 | 0.328 | 0.012 | 28.419 | < 1e-3 σ | 0.187 | 0.012 | 15.535 | < 1e-3 ------------------------------------------------------------------- Expected regime duration: 3.84 periods ------------------------------------------------------------------- ------------------------------ Summary of regime 2: ------------------------------ Coefficient | Estimate | Std. Error | z value | Pr(>|z|) ------------------------------------------------------------------- β_0 | -0.511 | 0.047 | -10.898 | < 1e-3 β_1 | -0.098 | 0.045 | -2.151 | 0.031 β_2 | 0.583 | 0.046 | 12.658 | < 1e-3 β_3 | 0.328 | 0.012 | 28.419 | < 1e-3 σ | 0.822 | 0.018 | 44.435 | < 1e-3 ------------------------------------------------------------------- Expected regime duration: 6.60 periods ------------------------------------------------------------------- ------------------------------ Summary of regime 3: ------------------------------ Coefficient | Estimate | Std. Error | z value | Pr(>|z|) ------------------------------------------------------------------- β_0 | 0.982 | 0.024 | 40.821 | < 1e-3 β_1 | -1.481 | 0.023 | -63.226 | < 1e-3 β_2 | 0.906 | 0.021 | 43.835 | < 1e-3 β_3 | 0.328 | 0.012 | 28.419 | < 1e-3 σ | 0.383 | 0.014 | 27.018 | < 1e-3 ------------------------------------------------------------------- Expected regime duration: 5.27 periods ------------------------------------------------------------------- left-stochastic transition matrix: | regime 1 | regime 2 | regime 3 ---------------------------------------------------- regime 1 | 73.986% | 10.565% | 8.958% | regime 2 | 7.239% | 84.857% | 10.015% | regime 3 | 18.775% | 4.578% | 81.027% | Test Summary: | Pass Total Time minimal test | 20 20 1m11.2s EM algorithm random search: 1 out of 3 | Q = 903.0 vs. Q_0 = 903.0 EM algorithm random search: 2 out of 3 | Q = 631.0 vs. Q_0 = 903.0 EM algorithm random search: 3 out of 3 | Q = 903.0 vs. Q_0 = 903.0 Q improvement with random search: 903.0 -> 903.0) EM algorithm random search: 1 out of 4 | Q = 864.0 vs. Q_0 = 565.0 EM algorithm random search: 2 out of 4 | Q = 864.0 vs. Q_0 = 565.0 EM algorithm random search: 3 out of 4 | Q = 864.0 vs. Q_0 = 565.0 EM algorithm random search: 4 out of 4 | Q = 864.0 vs. Q_0 = 565.0 Q improvement with random search: 565.0 -> 864.0) Test Summary: | Pass Total Time stochastic component μ, β + generate_msm(model) | 8 8 10.0s EM algorithm random search: 1 out of 3 | Q = 716.0 vs. Q_0 = 718.0 EM algorithm random search: 2 out of 3 | Q = 723.0 vs. Q_0 = 718.0 EM algorithm random search: 3 out of 3 | Q = 718.0 vs. Q_0 = 718.0 Q improvement with random search: 718.0 -> 723.0) Test Summary: | Pass Total Time test set | 2 2 7.7s EM algorithm random search: 1 out of 3 | Q = 271.0 vs. Q_0 = 194.0 EM algorithm random search: 2 out of 3 | Q = 274.0 vs. Q_0 = 194.0 EM algorithm random search: 3 out of 3 | Q = 274.0 vs. Q_0 = 194.0 Q improvement with random search: 194.0 -> 274.0) Test Summary: | Pass Total Time stochastic component - only non-s exogenous | 2 2 10.9s EM algorithm random search: 1 out of 3 | Q = 2868.0 vs. Q_0 = 2868.0 EM algorithm random search: 2 out of 3 | Q = 2868.0 vs. Q_0 = 2868.0 EM algorithm random search: 3 out of 3 | Q = 2868.0 vs. Q_0 = 2868.0 Q improvement with random search: 2868.0 -> 2868.0) Test Summary: | Pass Total Time stochastic component - no intercept model | 4 4 2.3s EM algorithm random search: 1 out of 3 | Q = 875.0 vs. Q_0 = 872.0 EM algorithm random search: 2 out of 3 | Q = 872.0 vs. Q_0 = 872.0 EM algorithm random search: 3 out of 3 | Q = 872.0 vs. Q_0 = 872.0 Q improvement with random search: 872.0 -> 875.0) Optimization random search: 1 out of 2 | LL = -677.0 Optimization random search: 2 out of 2 | LL = -677.0 loglikelihood improvement with random search: -677.0 -> -677.0 Test Summary: | Pass Total Time stochastic component - 3 state model every exogenous vars | 14 14 11.1s EM algorithm random search: 1 out of 3 | Q = 748.0 vs. Q_0 = 749.0 EM algorithm random search: 2 out of 3 | Q = 748.0 vs. Q_0 = 749.0 EM algorithm random search: 3 out of 3 | Q = 667.0 vs. Q_0 = 749.0 Q improvement with random search: 749.0 -> 749.0) Test Summary: | Pass Total Time stochastic component - non-switching variance | 3 3 1.1s calculating combination 1/3 | criterion: 666.014 calculating combination 2/3 | criterion: 662.241 calculating combination 3/3 | criterion: 658.394 Test Summary: | Pass Total Time stochastic component - model selection | 1 1 5.9s EM algorithm random search: 1 out of 5 | Q = 842.0 vs. Q_0 = 842.0 EM algorithm random search: 2 out of 5 | Q = 842.0 vs. Q_0 = 842.0 EM algorithm random search: 3 out of 5 | Q = 842.0 vs. Q_0 = 842.0 EM algorithm random search: 4 out of 5 | Q = 842.0 vs. Q_0 = 842.0 EM algorithm random search: 5 out of 5 | Q = 842.0 vs. Q_0 = 842.0 Q improvement with random search: 842.0 -> 842.0) Optimization random search: 1 out of 5 | LL = -59.0 Optimization random search: 2 out of 5 | LL = -59.0 Optimization random search: 3 out of 5 | LL = NaN Optimization random search: 4 out of 5 | LL = -59.0 Optimization random search: 5 out of 5 | LL = -59.0 loglikelihood improvement with random search: -59.0 -> -59.0 Time-varying parameters: =================================================================== Summary of term 1 (slope) in TVTP equations: ------------------------------------------------------------------- Coefficient | Estimate | Std. Error | z value | Pr(>|z|) ------------------------------------------------------------------- δ_1 [1 -> 1] | -0.486 | 0.221 | -2.201 | 0.028 δ_1 [2 -> 1] | -1.927 | 0.164 | -11.743 | < 1e-3 ------------------------------------------------------------------- Test Summary: | Pass Total Time stochastic component - tvtp | 11 11 9.2s EM algorithm random search: 1 out of 3 | Q = 715.0 vs. Q_0 = 707.0 EM algorithm random search: 2 out of 3 | Q = 695.0 vs. Q_0 = 707.0 EM algorithm random search: 3 out of 3 | Q = 694.0 vs. Q_0 = 707.0 Q improvement with random search: 707.0 -> 715.0) Test Summary: | Pass Total Time predict function | 4 4 10.0s k: 2, n_β: 0, n_β_ns: 0, intercept: switching k: 2, n_β: 0, n_β_ns: 0, intercept: non-switching k: 2, n_β: 0, n_β_ns: 1, intercept: switching k: 2, n_β: 0, n_β_ns: 1, intercept: non-switching k: 2, n_β: 0, n_β_ns: 2, intercept: switching k: 2, n_β: 0, n_β_ns: 2, intercept: non-switching k: 2, n_β: 0, n_β_ns: 3, intercept: switching k: 2, n_β: 0, n_β_ns: 3, intercept: non-switching k: 2, n_β: 0, n_β_ns: 4, intercept: switching k: 2, n_β: 0, n_β_ns: 4, intercept: non-switching k: 2, n_β: 0, n_β_ns: 5, intercept: switching k: 2, n_β: 0, n_β_ns: 5, intercept: non-switching k: 2, n_β: 1, n_β_ns: 0, intercept: switching k: 2, n_β: 1, n_β_ns: 0, intercept: non-switching k: 2, n_β: 1, n_β_ns: 1, intercept: switching k: 2, n_β: 1, n_β_ns: 1, intercept: non-switching k: 2, n_β: 1, n_β_ns: 2, intercept: switching k: 2, n_β: 1, n_β_ns: 2, intercept: non-switching k: 2, n_β: 1, n_β_ns: 3, intercept: switching k: 2, n_β: 1, n_β_ns: 3, intercept: non-switching k: 2, n_β: 1, n_β_ns: 4, intercept: switching k: 2, n_β: 1, n_β_ns: 4, intercept: non-switching k: 2, n_β: 1, n_β_ns: 5, intercept: switching k: 2, n_β: 1, n_β_ns: 5, intercept: non-switching k: 2, n_β: 2, n_β_ns: 0, intercept: switching k: 2, n_β: 2, n_β_ns: 0, intercept: non-switching k: 2, n_β: 2, n_β_ns: 1, intercept: switching k: 2, n_β: 2, n_β_ns: 1, intercept: non-switching k: 2, n_β: 2, n_β_ns: 2, intercept: switching k: 2, n_β: 2, n_β_ns: 2, intercept: non-switching k: 2, n_β: 2, n_β_ns: 3, intercept: switching k: 2, n_β: 2, n_β_ns: 3, intercept: non-switching k: 2, n_β: 2, n_β_ns: 4, intercept: switching k: 2, n_β: 2, n_β_ns: 4, intercept: non-switching k: 2, n_β: 2, n_β_ns: 5, intercept: switching k: 2, n_β: 2, n_β_ns: 5, intercept: non-switching k: 2, n_β: 3, n_β_ns: 0, intercept: switching k: 2, n_β: 3, n_β_ns: 0, intercept: non-switching k: 2, n_β: 3, n_β_ns: 1, intercept: switching k: 2, n_β: 3, n_β_ns: 1, intercept: non-switching k: 2, n_β: 3, n_β_ns: 2, intercept: switching k: 2, n_β: 3, n_β_ns: 2, intercept: non-switching k: 2, n_β: 3, n_β_ns: 3, intercept: switching k: 2, n_β: 3, n_β_ns: 3, intercept: non-switching k: 2, n_β: 3, n_β_ns: 4, intercept: switching k: 2, n_β: 3, n_β_ns: 4, intercept: non-switching k: 2, n_β: 3, n_β_ns: 5, intercept: switching k: 2, n_β: 3, n_β_ns: 5, intercept: non-switching k: 2, n_β: 4, n_β_ns: 0, intercept: switching k: 2, n_β: 4, n_β_ns: 0, intercept: non-switching k: 2, n_β: 4, n_β_ns: 1, intercept: switching k: 2, n_β: 4, n_β_ns: 1, intercept: non-switching k: 2, n_β: 4, n_β_ns: 2, intercept: switching k: 2, n_β: 4, n_β_ns: 2, intercept: non-switching k: 2, n_β: 4, n_β_ns: 3, intercept: switching k: 2, n_β: 4, n_β_ns: 3, intercept: non-switching k: 2, n_β: 4, n_β_ns: 4, intercept: switching k: 2, n_β: 4, n_β_ns: 4, intercept: non-switching k: 2, n_β: 4, n_β_ns: 5, intercept: switching k: 2, n_β: 4, n_β_ns: 5, intercept: non-switching k: 2, n_β: 5, n_β_ns: 0, intercept: switching k: 2, n_β: 5, n_β_ns: 0, intercept: non-switching k: 2, n_β: 5, n_β_ns: 1, intercept: switching k: 2, n_β: 5, n_β_ns: 1, intercept: non-switching k: 2, n_β: 5, n_β_ns: 2, intercept: switching k: 2, n_β: 5, n_β_ns: 2, intercept: non-switching k: 2, n_β: 5, n_β_ns: 3, intercept: switching k: 2, n_β: 5, n_β_ns: 3, intercept: non-switching k: 2, n_β: 5, n_β_ns: 4, intercept: switching k: 2, n_β: 5, n_β_ns: 4, intercept: non-switching k: 2, n_β: 5, n_β_ns: 5, intercept: switching k: 2, n_β: 5, n_β_ns: 5, intercept: non-switching k: 3, n_β: 0, n_β_ns: 0, intercept: switching k: 3, n_β: 0, n_β_ns: 0, intercept: non-switching k: 3, n_β: 0, n_β_ns: 1, intercept: switching k: 3, n_β: 0, n_β_ns: 1, intercept: non-switching k: 3, n_β: 0, n_β_ns: 2, intercept: switching k: 3, n_β: 0, n_β_ns: 2, intercept: non-switching k: 3, n_β: 0, n_β_ns: 3, intercept: switching k: 3, n_β: 0, n_β_ns: 3, intercept: non-switching k: 3, n_β: 0, n_β_ns: 4, intercept: switching k: 3, n_β: 0, n_β_ns: 4, intercept: non-switching k: 3, n_β: 0, n_β_ns: 5, intercept: switching k: 3, n_β: 0, n_β_ns: 5, intercept: non-switching k: 3, n_β: 1, n_β_ns: 0, intercept: switching k: 3, n_β: 1, n_β_ns: 0, intercept: non-switching k: 3, n_β: 1, n_β_ns: 1, intercept: switching k: 3, n_β: 1, n_β_ns: 1, intercept: non-switching k: 3, n_β: 1, n_β_ns: 2, intercept: switching k: 3, n_β: 1, n_β_ns: 2, intercept: non-switching k: 3, n_β: 1, n_β_ns: 3, intercept: switching k: 3, n_β: 1, n_β_ns: 3, intercept: non-switching k: 3, n_β: 1, n_β_ns: 4, intercept: switching k: 3, n_β: 1, n_β_ns: 4, intercept: non-switching k: 3, n_β: 1, n_β_ns: 5, intercept: switching k: 3, n_β: 1, n_β_ns: 5, intercept: non-switching k: 3, n_β: 2, n_β_ns: 0, intercept: switching k: 3, n_β: 2, n_β_ns: 0, intercept: non-switching k: 3, n_β: 2, n_β_ns: 1, intercept: switching k: 3, n_β: 2, n_β_ns: 1, intercept: non-switching k: 3, n_β: 2, n_β_ns: 2, intercept: switching k: 3, n_β: 2, n_β_ns: 2, intercept: non-switching k: 3, n_β: 2, n_β_ns: 3, intercept: switching k: 3, n_β: 2, n_β_ns: 3, intercept: non-switching k: 3, n_β: 2, n_β_ns: 4, intercept: switching k: 3, n_β: 2, n_β_ns: 4, intercept: non-switching k: 3, n_β: 2, n_β_ns: 5, intercept: switching k: 3, n_β: 2, n_β_ns: 5, intercept: non-switching k: 3, n_β: 3, n_β_ns: 0, intercept: switching k: 3, n_β: 3, n_β_ns: 0, intercept: non-switching k: 3, n_β: 3, n_β_ns: 1, intercept: switching k: 3, n_β: 3, n_β_ns: 1, intercept: non-switching k: 3, n_β: 3, n_β_ns: 2, intercept: switching k: 3, n_β: 3, n_β_ns: 2, intercept: non-switching k: 3, n_β: 3, n_β_ns: 3, intercept: switching k: 3, n_β: 3, n_β_ns: 3, intercept: non-switching k: 3, n_β: 3, n_β_ns: 4, intercept: switching k: 3, n_β: 3, n_β_ns: 4, intercept: non-switching k: 3, n_β: 3, n_β_ns: 5, intercept: switching k: 3, n_β: 3, n_β_ns: 5, intercept: non-switching k: 3, n_β: 4, n_β_ns: 0, intercept: switching k: 3, n_β: 4, n_β_ns: 0, intercept: non-switching k: 3, n_β: 4, n_β_ns: 1, intercept: switching k: 3, n_β: 4, n_β_ns: 1, intercept: non-switching k: 3, n_β: 4, n_β_ns: 2, intercept: switching k: 3, n_β: 4, n_β_ns: 2, intercept: non-switching k: 3, n_β: 4, n_β_ns: 3, intercept: switching k: 3, n_β: 4, n_β_ns: 3, intercept: non-switching k: 3, n_β: 4, n_β_ns: 4, intercept: switching k: 3, n_β: 4, n_β_ns: 4, intercept: non-switching k: 3, n_β: 4, n_β_ns: 5, intercept: switching k: 3, n_β: 4, n_β_ns: 5, intercept: non-switching k: 3, n_β: 5, n_β_ns: 0, intercept: switching k: 3, n_β: 5, n_β_ns: 0, intercept: non-switching k: 3, n_β: 5, n_β_ns: 1, intercept: switching k: 3, n_β: 5, n_β_ns: 1, intercept: non-switching k: 3, n_β: 5, n_β_ns: 2, intercept: switching k: 3, n_β: 5, n_β_ns: 2, intercept: non-switching k: 3, n_β: 5, n_β_ns: 3, intercept: switching k: 3, n_β: 5, n_β_ns: 3, intercept: non-switching k: 3, n_β: 5, n_β_ns: 4, intercept: switching k: 3, n_β: 5, n_β_ns: 4, intercept: non-switching k: 3, n_β: 5, n_β_ns: 5, intercept: switching k: 3, n_β: 5, n_β_ns: 5, intercept: non-switching k: 4, n_β: 0, n_β_ns: 0, intercept: switching k: 4, n_β: 0, n_β_ns: 0, intercept: non-switching k: 4, n_β: 0, n_β_ns: 1, intercept: switching k: 4, n_β: 0, n_β_ns: 1, intercept: non-switching k: 4, n_β: 0, n_β_ns: 2, intercept: switching k: 4, n_β: 0, n_β_ns: 2, intercept: non-switching k: 4, n_β: 0, n_β_ns: 3, intercept: switching k: 4, n_β: 0, n_β_ns: 3, intercept: non-switching k: 4, n_β: 0, n_β_ns: 4, intercept: switching k: 4, n_β: 0, n_β_ns: 4, intercept: non-switching k: 4, n_β: 0, n_β_ns: 5, intercept: switching k: 4, n_β: 0, n_β_ns: 5, intercept: non-switching k: 4, n_β: 1, n_β_ns: 0, intercept: switching k: 4, n_β: 1, n_β_ns: 0, intercept: non-switching k: 4, n_β: 1, n_β_ns: 1, intercept: switching k: 4, n_β: 1, n_β_ns: 1, intercept: non-switching k: 4, n_β: 1, n_β_ns: 2, intercept: switching k: 4, n_β: 1, n_β_ns: 2, intercept: non-switching k: 4, n_β: 1, n_β_ns: 3, intercept: switching k: 4, n_β: 1, n_β_ns: 3, intercept: non-switching k: 4, n_β: 1, n_β_ns: 4, intercept: switching k: 4, n_β: 1, n_β_ns: 4, intercept: non-switching k: 4, n_β: 1, n_β_ns: 5, intercept: switching k: 4, n_β: 1, n_β_ns: 5, intercept: non-switching k: 4, n_β: 2, n_β_ns: 0, intercept: switching k: 4, n_β: 2, n_β_ns: 0, intercept: non-switching k: 4, n_β: 2, n_β_ns: 1, intercept: switching k: 4, n_β: 2, n_β_ns: 1, intercept: non-switching k: 4, n_β: 2, n_β_ns: 2, intercept: switching k: 4, n_β: 2, n_β_ns: 2, intercept: non-switching k: 4, n_β: 2, n_β_ns: 3, intercept: switching k: 4, n_β: 2, n_β_ns: 3, intercept: non-switching k: 4, n_β: 2, n_β_ns: 4, intercept: switching k: 4, n_β: 2, n_β_ns: 4, intercept: non-switching k: 4, n_β: 2, n_β_ns: 5, intercept: switching k: 4, n_β: 2, n_β_ns: 5, intercept: non-switching k: 4, n_β: 3, n_β_ns: 0, intercept: switching k: 4, n_β: 3, n_β_ns: 0, intercept: non-switching k: 4, n_β: 3, n_β_ns: 1, intercept: switching k: 4, n_β: 3, n_β_ns: 1, intercept: non-switching k: 4, n_β: 3, n_β_ns: 2, intercept: switching k: 4, n_β: 3, n_β_ns: 2, intercept: non-switching k: 4, n_β: 3, n_β_ns: 3, intercept: switching k: 4, n_β: 3, n_β_ns: 3, intercept: non-switching k: 4, n_β: 3, n_β_ns: 4, intercept: switching k: 4, n_β: 3, n_β_ns: 4, intercept: non-switching k: 4, n_β: 3, n_β_ns: 5, intercept: switching k: 4, n_β: 3, n_β_ns: 5, intercept: non-switching k: 4, n_β: 4, n_β_ns: 0, intercept: switching k: 4, n_β: 4, n_β_ns: 0, intercept: non-switching k: 4, n_β: 4, n_β_ns: 1, intercept: switching k: 4, n_β: 4, n_β_ns: 1, intercept: non-switching k: 4, n_β: 4, n_β_ns: 2, intercept: switching k: 4, n_β: 4, n_β_ns: 2, intercept: non-switching k: 4, n_β: 4, n_β_ns: 3, intercept: switching k: 4, n_β: 4, n_β_ns: 3, intercept: non-switching k: 4, n_β: 4, n_β_ns: 4, intercept: switching k: 4, n_β: 4, n_β_ns: 4, intercept: non-switching k: 4, n_β: 4, n_β_ns: 5, intercept: switching k: 4, n_β: 4, n_β_ns: 5, intercept: non-switching k: 4, n_β: 5, n_β_ns: 0, intercept: switching k: 4, n_β: 5, n_β_ns: 0, intercept: non-switching k: 4, n_β: 5, n_β_ns: 1, intercept: switching k: 4, n_β: 5, n_β_ns: 1, intercept: non-switching k: 4, n_β: 5, n_β_ns: 2, intercept: switching k: 4, n_β: 5, n_β_ns: 2, intercept: non-switching k: 4, n_β: 5, n_β_ns: 3, intercept: switching k: 4, n_β: 5, n_β_ns: 3, intercept: non-switching k: 4, n_β: 5, n_β_ns: 4, intercept: switching k: 4, n_β: 5, n_β_ns: 4, intercept: non-switching k: 4, n_β: 5, n_β_ns: 5, intercept: switching k: 4, n_β: 5, n_β_ns: 5, intercept: non-switching k: 5, n_β: 0, n_β_ns: 0, intercept: switching k: 5, n_β: 0, n_β_ns: 0, intercept: non-switching k: 5, n_β: 0, n_β_ns: 1, intercept: switching k: 5, n_β: 0, n_β_ns: 1, intercept: non-switching k: 5, n_β: 0, n_β_ns: 2, intercept: switching k: 5, n_β: 0, n_β_ns: 2, intercept: non-switching k: 5, n_β: 0, n_β_ns: 3, intercept: switching k: 5, n_β: 0, n_β_ns: 3, intercept: non-switching k: 5, n_β: 0, n_β_ns: 4, intercept: switching k: 5, n_β: 0, n_β_ns: 4, intercept: non-switching k: 5, n_β: 0, n_β_ns: 5, intercept: switching k: 5, n_β: 0, n_β_ns: 5, intercept: non-switching k: 5, n_β: 1, n_β_ns: 0, intercept: switching k: 5, n_β: 1, n_β_ns: 0, intercept: non-switching k: 5, n_β: 1, n_β_ns: 1, intercept: switching k: 5, n_β: 1, n_β_ns: 1, intercept: non-switching k: 5, n_β: 1, n_β_ns: 2, intercept: switching k: 5, n_β: 1, n_β_ns: 2, intercept: non-switching k: 5, n_β: 1, n_β_ns: 3, intercept: switching k: 5, n_β: 1, n_β_ns: 3, intercept: non-switching k: 5, n_β: 1, n_β_ns: 4, intercept: switching k: 5, n_β: 1, n_β_ns: 4, intercept: non-switching k: 5, n_β: 1, n_β_ns: 5, intercept: switching k: 5, n_β: 1, n_β_ns: 5, intercept: non-switching k: 5, n_β: 2, n_β_ns: 0, intercept: switching k: 5, n_β: 2, n_β_ns: 0, intercept: non-switching k: 5, n_β: 2, n_β_ns: 1, intercept: switching k: 5, n_β: 2, n_β_ns: 1, intercept: non-switching k: 5, n_β: 2, n_β_ns: 2, intercept: switching k: 5, n_β: 2, n_β_ns: 2, intercept: non-switching k: 5, n_β: 2, n_β_ns: 3, intercept: switching k: 5, n_β: 2, n_β_ns: 3, intercept: non-switching k: 5, n_β: 2, n_β_ns: 4, intercept: switching k: 5, n_β: 2, n_β_ns: 4, intercept: non-switching k: 5, n_β: 2, n_β_ns: 5, intercept: switching k: 5, n_β: 2, n_β_ns: 5, intercept: non-switching k: 5, n_β: 3, n_β_ns: 0, intercept: switching k: 5, n_β: 3, n_β_ns: 0, intercept: non-switching k: 5, n_β: 3, n_β_ns: 1, intercept: switching k: 5, n_β: 3, n_β_ns: 1, intercept: non-switching k: 5, n_β: 3, n_β_ns: 2, intercept: switching k: 5, n_β: 3, n_β_ns: 2, intercept: non-switching k: 5, n_β: 3, n_β_ns: 3, intercept: switching k: 5, n_β: 3, n_β_ns: 3, intercept: non-switching k: 5, n_β: 3, n_β_ns: 4, intercept: switching k: 5, n_β: 3, n_β_ns: 4, intercept: non-switching k: 5, n_β: 3, n_β_ns: 5, intercept: switching k: 5, n_β: 3, n_β_ns: 5, intercept: non-switching k: 5, n_β: 4, n_β_ns: 0, intercept: switching k: 5, n_β: 4, n_β_ns: 0, intercept: non-switching k: 5, n_β: 4, n_β_ns: 1, intercept: switching k: 5, n_β: 4, n_β_ns: 1, intercept: non-switching k: 5, n_β: 4, n_β_ns: 2, intercept: switching k: 5, n_β: 4, n_β_ns: 2, intercept: non-switching k: 5, n_β: 4, n_β_ns: 3, intercept: switching k: 5, n_β: 4, n_β_ns: 3, intercept: non-switching k: 5, n_β: 4, n_β_ns: 4, intercept: switching k: 5, n_β: 4, n_β_ns: 4, intercept: non-switching k: 5, n_β: 4, n_β_ns: 5, intercept: switching k: 5, n_β: 4, n_β_ns: 5, intercept: non-switching k: 5, n_β: 5, n_β_ns: 0, intercept: switching k: 5, n_β: 5, n_β_ns: 0, intercept: non-switching k: 5, n_β: 5, n_β_ns: 1, intercept: switching k: 5, n_β: 5, n_β_ns: 1, intercept: non-switching k: 5, n_β: 5, n_β_ns: 2, intercept: switching k: 5, n_β: 5, n_β_ns: 2, intercept: non-switching k: 5, n_β: 5, n_β_ns: 3, intercept: switching k: 5, n_β: 5, n_β_ns: 3, intercept: non-switching k: 5, n_β: 5, n_β_ns: 4, intercept: switching k: 5, n_β: 5, n_β_ns: 4, intercept: non-switching k: 5, n_β: 5, n_β_ns: 5, intercept: switching k: 5, n_β: 5, n_β_ns: 5, intercept: non-switching Test Summary: | Pass Total Time parameter transformation | 1442 1442 0.3s Test Summary: | Pass Total Time Less crucial functions | 2 2 4.5s Testing MarSwitching tests passed Testing completed after 156.48s PkgEval succeeded after 318.21s