Package evaluation to test MarSwitching on Julia 1.14.0-DEV.1918 (78a0dc1151*) started at 2026-03-20T00:16:43.031 ################################################################################ # Set-up # Installing PkgEval dependencies (TestEnv)... Activating project at `~/.julia/environments/v1.14` Set-up completed after 12.93s ################################################################################ # Installation # Installing MarSwitching... Resolving package versions... Installed Rmath_jll ─────────────── v0.5.1+0 Installed MacroTools ────────────── v0.5.16 Installed Adapt ─────────────────── v4.5.0 Installed ConstructionBase ──────── v1.6.0 Installed DataStructures ────────── v0.19.3 Installed HypergeometricFunctions ─ v0.3.28 Installed FillArrays ────────────── v1.16.0 Installed AliasTables ───────────── v1.1.3 Installed DataAPI ───────────────── v1.16.0 Installed StatsAPI ──────────────── v1.8.0 Installed OrderedCollections ────── v1.8.1 Installed Statistics ────────────── v1.11.1 Installed StatsBase ─────────────── v0.34.10 Installed ArrayInterface ────────── v7.23.0 Installed MarSwitching ──────────── v0.2.3 Installed CEnum ─────────────────── v0.5.0 Installed StaticArraysCore ──────── v1.4.4 Installed OpenSpecFun_jll ───────── v0.5.6+0 Installed IrrationalConstants ───── v0.2.6 Installed QuadGK ────────────────── v2.11.2 Installed Requires ──────────────── v1.3.1 Installed LogExpFunctions ───────── v0.3.29 Installed FiniteDiff ────────────── v2.29.0 Installed Rmath ─────────────────── v0.9.0 Installed PtrArrays ─────────────── v1.4.0 Installed StatsFuns ─────────────── v1.5.2 Installed SpecialFunctions ──────── v2.7.1 Installed Setfield ──────────────── v1.1.2 Installed Reexport ──────────────── v1.2.2 Installed Distributions ─────────── v0.25.123 Installed Preferences ───────────── v1.5.2 Installed Missings ──────────────── v1.2.0 Installed JLLWrappers ───────────── v1.7.1 Installed PDMats ────────────────── v0.11.37 Installed NLopt ─────────────────── v1.2.1 Installed SortingAlgorithms ─────── v1.2.2 Installed NLopt_jll ─────────────── v2.10.0+0 Installed DocStringExtensions ───── v0.9.5 Installing 3 artifacts Installed artifact OpenSpecFun 194.9 KiB Installed artifact NLopt 322.7 KiB Installed artifact Rmath 121.9 KiB Updating `~/.julia/environments/v1.14/Project.toml` [b2b8a7f1] + MarSwitching v0.2.3 Updating `~/.julia/environments/v1.14/Manifest.toml` [79e6a3ab] + Adapt v4.5.0 [66dad0bd] + AliasTables v1.1.3 [4fba245c] + ArrayInterface v7.23.0 [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 v1.5.2 [43287f4e] + PtrArrays v1.4.0 [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 8.08s ################################################################################ # Precompilation # Precompiling PkgEval dependencies... Precompiling packages... 4374.1 ms ✓ TestEnv 1 dependency successfully precompiled in 5 seconds. 27 already precompiled. Precompiling package dependencies... Precompiling packages... 5186.3 ms ✓ MacroTools 890.9 ms ✓ Reexport 1171.5 ms ✓ Statistics 927.2 ms ✓ DataAPI 1313.6 ms ✓ ConstructionBase 3138.9 ms ✓ IrrationalConstants 1161.7 ms ✓ StaticArraysCore 971.5 ms ✓ StatsAPI 1498.8 ms ✓ Requires 2135.9 ms ✓ OrderedCollections 1329.7 ms ✓ DocStringExtensions 1031.7 ms ✓ CEnum 2646.6 ms ✓ FillArrays 2136.2 ms ✓ PtrArrays 2789.3 ms ✓ PDMats 1985.2 ms ✓ Preferences 1685.5 ms ✓ Statistics → SparseArraysExt 1582.7 ms ✓ Missings 864.7 ms ✓ ConstructionBase → ConstructionBaseLinearAlgebraExt 1786.0 ms ✓ Adapt 4276.8 ms ✓ DataStructures 1675.7 ms ✓ LogExpFunctions 1993.4 ms ✓ FillArrays → FillArraysSparseArraysExt 1438.8 ms ✓ FillArrays → FillArraysStatisticsExt 1938.2 ms ✓ AliasTables 2631.4 ms ✓ FillArrays → FillArraysPDMatsExt 2140.1 ms ✓ JLLWrappers 3272.2 ms ✓ Setfield 1635.7 ms ✓ ArrayInterface 1799.1 ms ✓ Adapt → AdaptSparseArraysExt 1442.3 ms ✓ SortingAlgorithms 3103.9 ms ✓ QuadGK 2358.2 ms ✓ NLopt_jll 2256.3 ms ✓ Rmath_jll 2437.3 ms ✓ OpenSpecFun_jll 991.0 ms ✓ ArrayInterface → ArrayInterfaceStaticArraysCoreExt 1461.8 ms ✓ ArrayInterface → ArrayInterfaceSparseArraysExt 5048.1 ms ✓ StatsBase 2579.8 ms ✓ NLopt 2028.5 ms ✓ Rmath 5534.5 ms ✓ SpecialFunctions 1594.8 ms ✓ FiniteDiff 1749.3 ms ✓ PDMats → StatsBaseExt 2547.5 ms ✓ HypergeometricFunctions 1807.8 ms ✓ FiniteDiff → FiniteDiffSparseArraysExt 3271.5 ms ✓ StatsFuns 10656.5 ms ✓ Distributions 3983.1 ms ✓ MarSwitching 4032.9 ms ✓ Distributions → DistributionsTestExt 49 dependencies successfully precompiled in 118 seconds. 18 already precompiled. Precompilation completed after 119.0s ################################################################################ # Testing # Testing MarSwitching Status `/tmp/jl_7nwCoE/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_7nwCoE/Manifest.toml` [79e6a3ab] Adapt v4.5.0 [66dad0bd] AliasTables v1.1.3 [4fba245c] ArrayInterface v7.23.0 [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 v1.5.2 [43287f4e] PtrArrays v1.4.0 [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: 50 β_i,1: -0.456 0.028 0.639 0.346 ------------------------------ β_i,2: 0.987 -1.491 0.86 0.346 ------------------------------ β_i,3: 0.119 -1.806 0.456 0.346 ------------------------------ σ = [0.765, 0.406, 0.192] ---------------------------- P = 0.829 0.097 0.067 0.053 0.775 0.178 0.119 0.128 0.755 NLopt msg: XTOL_REACHED ------------------------------ Summary of regime 1: ------------------------------ Coefficient | Estimate | Std. Error | z value | Pr(>|z|) ------------------------------------------------------------------- β_0 | -0.456 | 0.047 | -9.655 | < 1e-3 β_1 | 0.028 | 0.046 | 0.616 | 0.538 β_2 | 0.639 | 0.049 | 13.049 | < 1e-3 β_3 | 0.346 | 0.01 | 34.474 | < 1e-3 σ | 0.765 | 0.019 | 39.973 | < 1e-3 ------------------------------------------------------------------- Expected regime duration: 5.83 periods ------------------------------------------------------------------- left-stochastic transition matrix: | regime 1 | regime 2 | regime 3 ---------------------------------------------------- regime 1 | 82.86% | 9.74% | 6.69% | regime 2 | 5.26% | 77.46% | 17.77% | regime 3 | 11.88% | 12.81% | 75.54% | Markov Switching Model with 3 regimes ================================================================= # of observations: 1000 AIC: 1906.154 # of estimated parameters: 19 BIC: 1999.402 Error distribution: Gaussian Instant. adj. R^2: 0.8903 Loglikelihood: -934.1 Step-ahead adj. R^2: 0.7357 ----------------------------------------------------------------- ------------------------------ Summary of regime 1: ------------------------------ Coefficient | Estimate | Std. Error | z value | Pr(>|z|) ------------------------------------------------------------------- β_0 | -0.456 | 0.047 | -9.655 | < 1e-3 β_1 | 0.028 | 0.046 | 0.616 | 0.538 β_2 | 0.639 | 0.049 | 13.049 | < 1e-3 β_3 | 0.346 | 0.01 | 34.474 | < 1e-3 σ | 0.765 | 0.019 | 39.973 | < 1e-3 ------------------------------------------------------------------- Expected regime duration: 5.83 periods ------------------------------------------------------------------- ------------------------------ Summary of regime 2: ------------------------------ Coefficient | Estimate | Std. Error | z value | Pr(>|z|) ------------------------------------------------------------------- β_0 | 0.987 | 0.027 | 36.514 | < 1e-3 β_1 | -1.491 | 0.025 | -59.989 | < 1e-3 β_2 | 0.86 | 0.026 | 33.359 | < 1e-3 β_3 | 0.346 | 0.01 | 34.474 | < 1e-3 σ | 0.406 | 0.016 | 25.859 | < 1e-3 ------------------------------------------------------------------- Expected regime duration: 4.44 periods ------------------------------------------------------------------- ------------------------------ Summary of regime 3: ------------------------------ Coefficient | Estimate | Std. Error | z value | Pr(>|z|) ------------------------------------------------------------------- β_0 | 0.119 | 0.013 | 9.457 | < 1e-3 β_1 | -1.806 | 0.011 | -158.507 | < 1e-3 β_2 | 0.456 | 0.014 | 32.092 | < 1e-3 β_3 | 0.346 | 0.01 | 34.474 | < 1e-3 σ | 0.192 | 0.012 | 16.653 | < 1e-3 ------------------------------------------------------------------- Expected regime duration: 4.09 periods ------------------------------------------------------------------- left-stochastic transition matrix: | regime 1 | regime 2 | regime 3 ---------------------------------------------------- regime 1 | 82.857% | 9.736% | 6.692% | regime 2 | 5.26% | 77.457% | 17.766% | regime 3 | 11.883% | 12.807% | 75.541% | Test Summary: | Pass Total Time minimal test | 20 20 1m26.7s EM algorithm random search: 1 out of 3 | Q = 877.0 vs. Q_0 = 877.0 EM algorithm random search: 2 out of 3 | Q = 541.0 vs. Q_0 = 877.0 EM algorithm random search: 3 out of 3 | Q = 546.0 vs. Q_0 = 877.0 Q improvement with random search: 877.0 -> 877.0) EM algorithm random search: 1 out of 4 | Q = 886.0 vs. Q_0 = 887.0 EM algorithm random search: 2 out of 4 | Q = 887.0 vs. Q_0 = 887.0 EM algorithm random search: 3 out of 4 | Q = 886.0 vs. Q_0 = 887.0 EM algorithm random search: 4 out of 4 | Q = 886.0 vs. Q_0 = 887.0 Q improvement with random search: 887.0 -> 887.0) Test Summary: | Pass Total Time stochastic component μ, β + generate_msm(model) | 8 8 12.4s EM algorithm random search: 1 out of 3 | Q = 595.0 vs. Q_0 = 637.0 EM algorithm random search: 2 out of 3 | Q = 602.0 vs. Q_0 = 637.0 EM algorithm random search: 3 out of 3 | Q = 603.0 vs. Q_0 = 637.0 Q improvement with random search: 637.0 -> 637.0) Test Summary: | Pass Total Time test set | 2 2 4.8s EM algorithm random search: 1 out of 3 | Q = 259.0 vs. Q_0 = 260.0 EM algorithm random search: 2 out of 3 | Q = 259.0 vs. Q_0 = 260.0 EM algorithm random search: 3 out of 3 | Q = 199.0 vs. Q_0 = 260.0 Q improvement with random search: 260.0 -> 260.0) Test Summary: | Pass Total Time stochastic component - only non-s exogenous | 2 2 38.6s EM algorithm random search: 1 out of 3 | Q = 2712.0 vs. Q_0 = 2711.0 EM algorithm random search: 2 out of 3 | Q = 2711.0 vs. Q_0 = 2711.0 EM algorithm random search: 3 out of 3 | Q = 2711.0 vs. Q_0 = 2711.0 Q improvement with random search: 2711.0 -> 2712.0) Test Summary: | Pass Total Time stochastic component - no intercept model | 4 4 3.5s EM algorithm random search: 1 out of 3 | Q = 952.0 vs. Q_0 = 952.0 EM algorithm random search: 2 out of 3 | Q = 952.0 vs. Q_0 = 952.0 EM algorithm random search: 3 out of 3 | Q = 952.0 vs. Q_0 = 952.0 Q improvement with random search: 952.0 -> 952.0) Optimization random search: 1 out of 2 | LL = -682.0 Optimization random search: 2 out of 2 | LL = -682.0 loglikelihood improvement with random search: -682.0 -> -682.0 Test Summary: | Pass Total Time stochastic component - 3 state model every exogenous vars | 14 14 10.9s EM algorithm random search: 1 out of 3 | Q = 227.0 vs. Q_0 = 564.0 EM algorithm random search: 2 out of 3 | Q = 530.0 vs. Q_0 = 564.0 EM algorithm random search: 3 out of 3 | Q = 734.0 vs. Q_0 = 564.0 Q improvement with random search: 564.0 -> 734.0) Test Summary: | Pass Total Time stochastic component - non-switching variance | 3 3 1.3s calculating combination 1/3 | criterion: 743.118 calculating combination 2/3 | criterion: 743.376 calculating combination 3/3 | criterion: 762.545 Test Summary: | Pass Total Time stochastic component - model selection | 1 1 6.3s EM algorithm random search: 1 out of 5 | Q = 846.0 vs. Q_0 = 846.0 EM algorithm random search: 2 out of 5 | Q = 846.0 vs. Q_0 = 846.0 EM algorithm random search: 3 out of 5 | Q = 846.0 vs. Q_0 = 846.0 EM algorithm random search: 4 out of 5 | Q = 846.0 vs. Q_0 = 846.0 EM algorithm random search: 5 out of 5 | Q = 846.0 vs. Q_0 = 846.0 Q improvement with random search: 846.0 -> 846.0) Optimization random search: 1 out of 5 | LL = -103.0 Optimization random search: 2 out of 5 | LL = -416.0 Optimization random search: 3 out of 5 | LL = -103.0 Optimization random search: 4 out of 5 | LL = -103.0 Optimization random search: 5 out of 5 | LL = NaN loglikelihood improvement with random search: -103.0 -> -103.0 Time-varying parameters: =================================================================== Summary of term 1 (slope) in TVTP equations: ------------------------------------------------------------------- Coefficient | Estimate | Std. Error | z value | Pr(>|z|) ------------------------------------------------------------------- δ_1 [1 -> 1] | 1.26 | 0.121 | 10.367 | < 1e-3 δ_1 [2 -> 1] | 0.529 | 0.205 | 2.582 | 0.01 ------------------------------------------------------------------- Test Summary: | Pass Total Time stochastic component - tvtp | 11 11 10.4s EM algorithm random search: 1 out of 3 | Q = 616.0 vs. Q_0 = 628.0 EM algorithm random search: 2 out of 3 | Q = 627.0 vs. Q_0 = 628.0 EM algorithm random search: 3 out of 3 | Q = 604.0 vs. Q_0 = 628.0 Q improvement with random search: 628.0 -> 628.0) Test Summary: | Pass Total Time predict function | 4 4 9.0s 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 5.7s Testing MarSwitching tests passed Testing completed after 159.86s PkgEval succeeded after 421.64s