Package evaluation to test MarSwitching on Julia 1.14.0-DEV.30 (073666df8b*) started at 2025-11-04T19:48:07.689 ################################################################################ # Set-up # Installing PkgEval dependencies (TestEnv)... Set-up completed after 10.54s ################################################################################ # Installation # Installing MarSwitching... Resolving package versions... Installed Rmath_jll ─────────────── v0.5.1+0 Installed Adapt ─────────────────── v4.4.0 Installed ConstructionBase ──────── v1.6.0 Installed MacroTools ────────────── v0.5.16 Installed HypergeometricFunctions ─ v0.3.28 Installed FillArrays ────────────── v1.14.0 Installed DataStructures ────────── v0.19.2 Installed AliasTables ───────────── v1.1.3 Installed StatsAPI ──────────────── v1.7.1 Installed OrderedCollections ────── v1.8.1 Installed DataAPI ───────────────── v1.16.0 Installed Statistics ────────────── v1.11.1 Installed ArrayInterface ────────── v7.22.0 Installed CEnum ─────────────────── v0.5.0 Installed StatsBase ─────────────── v0.34.7 Installed StaticArraysCore ──────── v1.4.4 Installed OpenSpecFun_jll ───────── v0.5.6+0 Installed IrrationalConstants ───── v0.2.6 Installed Requires ──────────────── v1.3.1 Installed QuadGK ────────────────── v2.11.2 Installed LogExpFunctions ───────── v0.3.29 Installed FiniteDiff ────────────── v2.29.0 Installed Rmath ─────────────────── v0.9.0 Installed StatsFuns ─────────────── v1.5.2 Installed PtrArrays ─────────────── v1.3.0 Installed SpecialFunctions ──────── v2.6.1 Installed Setfield ──────────────── v1.1.2 Installed MarSwitching ──────────── v0.2.3 Installed Reexport ──────────────── v1.2.2 Installed Distributions ─────────── v0.25.122 Installed JLLWrappers ───────────── v1.7.1 Installed Missings ──────────────── v1.2.0 Installed Preferences ───────────── v1.5.0 Installed PDMats ────────────────── v0.11.36 Installed DocStringExtensions ───── v0.9.5 Installed SortingAlgorithms ─────── v1.2.2 Installed NLopt ─────────────────── v1.2.1 Installed NLopt_jll ─────────────── v2.10.0+0 Installing 3 artifacts Installed artifact OpenSpecFun 194.9 KiB Installed artifact Rmath 121.9 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 v0.19.2 [31c24e10] + Distributions v0.25.122 [ffbed154] + DocStringExtensions v0.9.5 [1a297f60] + FillArrays v1.14.0 [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 v0.11.36 [21216c6a] + Preferences v1.5.0 [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 v2.6.1 [1e83bf80] + StaticArraysCore v1.4.4 [10745b16] + Statistics v1.11.1 [82ae8749] + StatsAPI v1.7.1 [2913bbd2] + StatsBase v0.34.7 [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 v0.3.29+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 8.07s ################################################################################ # Precompilation # Precompiling PkgEval dependencies... Precompiling packages... 4727.5 ms ✓ TestEnv 1 dependency successfully precompiled in 5 seconds. 27 already precompiled. 1 dependency had output during precompilation: ┌ TestEnv │ WARNING: Imported binding Operations.project_rel_path was undeclared at import time during import to TestEnv. └ ┌ Error: Failed to use TestEnv.jl; test dependencies will not be precompiled │ exception = │ UndefVarError: `project_rel_path` not defined in `TestEnv` │ Suggestion: this global was defined as `Pkg.Operations.project_rel_path` but not assigned a value. │ Stacktrace: │ [1] get_test_dir(ctx::Pkg.Types.Context, pkgspec::PackageSpec) │ @ TestEnv ~/.julia/packages/TestEnv/nGMfF/src/julia-1.11/common.jl:75 │ [2] test_dir_has_project_file │ @ ~/.julia/packages/TestEnv/nGMfF/src/julia-1.11/common.jl:52 [inlined] │ [3] maybe_gen_project_override! │ @ ~/.julia/packages/TestEnv/nGMfF/src/julia-1.11/common.jl:83 [inlined] │ [4] activate(pkg::String; allow_reresolve::Bool) │ @ TestEnv ~/.julia/packages/TestEnv/nGMfF/src/julia-1.11/activate_set.jl:12 │ [5] activate(pkg::String) │ @ TestEnv ~/.julia/packages/TestEnv/nGMfF/src/julia-1.11/activate_set.jl:9 │ [6] top-level scope │ @ /PkgEval.jl/scripts/precompile.jl:24 │ [7] include(mod::Module, _path::String) │ @ Base ./Base.jl:309 │ [8] exec_options(opts::Base.JLOptions) │ @ Base ./client.jl:344 │ [9] _start() │ @ Base ./client.jl:577 └ @ Main /PkgEval.jl/scripts/precompile.jl:26 Precompiling package dependencies... Precompiling packages... 4274.5 ms ✓ MacroTools 786.7 ms ✓ Reexport 1088.6 ms ✓ Statistics 848.9 ms ✓ DataAPI 1096.9 ms ✓ ConstructionBase 1976.8 ms ✓ IrrationalConstants 920.8 ms ✓ StaticArraysCore 811.2 ms ✓ StatsAPI 1144.8 ms ✓ Requires 1257.9 ms ✓ OrderedCollections 1078.4 ms ✓ DocStringExtensions 816.4 ms ✓ CEnum 2200.5 ms ✓ FillArrays 789.8 ms ✓ PtrArrays 1253.8 ms ✓ SuiteSparse 1147.1 ms ✓ Preferences 1486.7 ms ✓ Statistics → SparseArraysExt 962.8 ms ✓ Missings 778.8 ms ✓ ConstructionBase → ConstructionBaseLinearAlgebraExt 915.6 ms ✓ Adapt 3505.0 ms ✓ DataStructures 1375.8 ms ✓ LogExpFunctions 1483.5 ms ✓ FillArrays → FillArraysSparseArraysExt 920.6 ms ✓ FillArrays → FillArraysStatisticsExt 961.5 ms ✓ AliasTables 1809.4 ms ✓ PDMats 1203.5 ms ✓ JLLWrappers 3038.8 ms ✓ Setfield 1146.8 ms ✓ ArrayInterface 1271.8 ms ✓ Adapt → AdaptSparseArraysExt 1069.4 ms ✓ SortingAlgorithms 2298.9 ms ✓ QuadGK 1426.4 ms ✓ FillArrays → FillArraysPDMatsExt 1457.5 ms ✓ NLopt_jll 1375.9 ms ✓ Rmath_jll 1421.0 ms ✓ OpenSpecFun_jll 784.3 ms ✓ ArrayInterface → ArrayInterfaceStaticArraysCoreExt 1289.2 ms ✓ ArrayInterface → ArrayInterfaceSparseArraysExt 4449.0 ms ✓ StatsBase 1892.2 ms ✓ NLopt 1538.6 ms ✓ Rmath 5074.8 ms ✓ SpecialFunctions 1340.1 ms ✓ FiniteDiff 1612.5 ms ✓ PDMats → StatsBaseExt 2576.7 ms ✓ HypergeometricFunctions 1335.1 ms ✓ FiniteDiff → FiniteDiffSparseArraysExt 2863.6 ms ✓ StatsFuns 9116.2 ms ✓ Distributions 3417.4 ms ✓ MarSwitching 49 dependencies successfully precompiled in 89 seconds. 10 already precompiled. Precompilation completed after 105.23s ################################################################################ # Testing # Testing MarSwitching Status `/tmp/jl_NVvu6p/Project.toml` [31c24e10] Distributions v0.25.122 [6a86dc24] FiniteDiff v2.29.0 [b2b8a7f1] MarSwitching v0.2.3 [76087f3c] NLopt v1.2.1 [2913bbd2] StatsBase v0.34.7 [37e2e46d] LinearAlgebra v1.13.0 [de0858da] Printf v1.11.0 [9a3f8284] Random v1.11.0 [8dfed614] Test v1.11.0 Status `/tmp/jl_NVvu6p/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 v0.19.2 [31c24e10] Distributions v0.25.122 [ffbed154] DocStringExtensions v0.9.5 [1a297f60] FillArrays v1.14.0 [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 v0.11.36 [21216c6a] Preferences v1.5.0 [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 v2.6.1 [1e83bf80] StaticArraysCore v1.4.4 [10745b16] Statistics v1.11.1 [82ae8749] StatsAPI v1.7.1 [2913bbd2] StatsBase v0.34.7 [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 v1.12.0 [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 v1.11.0 [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 v0.3.29+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: 15 β_i,1: -0.544 0.055 0.615 0.324 ------------------------------ β_i,2: -1.135 0.345 1.673 0.324 ------------------------------ β_i,3: 0.56 -1.653 0.669 0.324 ------------------------------ σ = [0.816, 0.135, 0.581] ---------------------------- P = 0.783 0.909 0.077 0.032 0.0 0.021 0.185 0.091 0.902 NLopt msg: XTOL_REACHED ------------------------------ Summary of regime 1: ------------------------------ Coefficient | Estimate | Std. Error | z value | Pr(>|z|) ------------------------------------------------------------------- β_0 | -0.544 | 0.052 | -10.502 | < 1e-3 β_1 | 0.055 | 0.049 | 1.128 | 0.259 β_2 | 0.615 | 0.055 | 11.203 | < 1e-3 β_3 | 0.324 | 0.02 | 16.334 | < 1e-3 σ | 0.816 | 0.02 | 40.939 | < 1e-3 ------------------------------------------------------------------- Expected regime duration: 4.60 periods ------------------------------------------------------------------- left-stochastic transition matrix: | regime 1 | regime 2 | regime 3 ---------------------------------------------------- regime 1 | 78.28% | 90.86% | 7.73% | regime 2 | 3.21% | 0.0% | 2.11% | regime 3 | 18.51% | 9.14% | 90.15% | Markov Switching Model with 3 regimes ================================================================= # of observations: 1000 AIC: 2490.454 # of estimated parameters: 19 BIC: 2583.701 Error distribution: Gaussian Instant. adj. R^2: 0.8382 Loglikelihood: -1226.2 Step-ahead adj. R^2: 0.635 ----------------------------------------------------------------- ------------------------------ Summary of regime 1: ------------------------------ Coefficient | Estimate | Std. Error | z value | Pr(>|z|) ------------------------------------------------------------------- β_0 | -0.544 | 0.052 | -10.502 | < 1e-3 β_1 | 0.055 | 0.049 | 1.128 | 0.259 β_2 | 0.615 | 0.055 | 11.203 | < 1e-3 β_3 | 0.324 | 0.02 | 16.334 | < 1e-3 σ | 0.816 | 0.02 | 40.939 | < 1e-3 ------------------------------------------------------------------- Expected regime duration: 4.60 periods ------------------------------------------------------------------- ------------------------------ Summary of regime 2: ------------------------------ Coefficient | Estimate | Std. Error | z value | Pr(>|z|) ------------------------------------------------------------------- β_0 | -1.135 | 0.049 | -23.361 | < 1e-3 β_1 | 0.345 | 0.054 | 6.433 | < 1e-3 β_2 | 1.673 | 0.038 | 43.819 | < 1e-3 β_3 | 0.324 | 0.02 | 16.334 | < 1e-3 σ | 0.135 | 0.048 | 2.845 | 0.004 ------------------------------------------------------------------- Expected regime duration: 1.00 periods ------------------------------------------------------------------- ------------------------------ Summary of regime 3: ------------------------------ Coefficient | Estimate | Std. Error | z value | Pr(>|z|) ------------------------------------------------------------------- β_0 | 0.56 | 0.025 | 21.978 | < 1e-3 β_1 | -1.653 | 0.023 | -71.26 | < 1e-3 β_2 | 0.669 | 0.025 | 26.527 | < 1e-3 β_3 | 0.324 | 0.02 | 16.334 | < 1e-3 σ | 0.581 | 0.012 | 47.707 | < 1e-3 ------------------------------------------------------------------- Expected regime duration: 10.16 periods ------------------------------------------------------------------- left-stochastic transition matrix: | regime 1 | regime 2 | regime 3 ---------------------------------------------------- regime 1 | 78.281% | 90.857% | 7.731% | regime 2 | 3.207% | 0.0% | 2.115% | regime 3 | 18.511% | 9.143% | 90.154% | Test Summary: | Pass Total Time minimal test | 20 20 1m10.0s EM algorithm random search: 1 out of 3 | Q = 937.0 vs. Q_0 = 937.0 EM algorithm random search: 2 out of 3 | Q = 937.0 vs. Q_0 = 937.0 EM algorithm random search: 3 out of 3 | Q = 937.0 vs. Q_0 = 937.0 Q improvement with random search: 937.0 -> 937.0) EM algorithm random search: 1 out of 4 | Q = 934.0 vs. Q_0 = 934.0 EM algorithm random search: 2 out of 4 | Q = 934.0 vs. Q_0 = 934.0 EM algorithm random search: 3 out of 4 | Q = 935.0 vs. Q_0 = 934.0 EM algorithm random search: 4 out of 4 | Q = 538.0 vs. Q_0 = 934.0 Q improvement with random search: 934.0 -> 935.0) Test Summary: | Pass Total Time stochastic component μ, β + generate_msm(model) | 8 8 9.2s EM algorithm random search: 1 out of 3 | Q = 668.0 vs. Q_0 = 669.0 EM algorithm random search: 2 out of 3 | Q = 670.0 vs. Q_0 = 669.0 EM algorithm random search: 3 out of 3 | Q = 673.0 vs. Q_0 = 669.0 Q improvement with random search: 669.0 -> 673.0) Test Summary: | Pass Total Time test set | 2 2 5.0s EM algorithm random search: 1 out of 3 | Q = 323.0 vs. Q_0 = 284.0 EM algorithm random search: 2 out of 3 | Q = 287.0 vs. Q_0 = 284.0 EM algorithm random search: 3 out of 3 | Q = 285.0 vs. Q_0 = 284.0 Q improvement with random search: 284.0 -> 323.0) Test Summary: | Pass Total Time stochastic component - only non-s exogenous | 2 2 3.7s EM algorithm random search: 1 out of 3 | Q = 2702.0 vs. Q_0 = 2702.0 EM algorithm random search: 2 out of 3 | Q = 2702.0 vs. Q_0 = 2702.0 EM algorithm random search: 3 out of 3 | Q = 2702.0 vs. Q_0 = 2702.0 Q improvement with random search: 2702.0 -> 2702.0) Test Summary: | Pass Total Time stochastic component - no intercept model | 4 4 2.2s EM algorithm random search: 1 out of 3 | Q = 953.0 vs. Q_0 = 953.0 EM algorithm random search: 2 out of 3 | Q = 953.0 vs. Q_0 = 953.0 EM algorithm random search: 3 out of 3 | Q = 953.0 vs. Q_0 = 953.0 Q improvement with random search: 953.0 -> 953.0) Optimization random search: 1 out of 2 | LL = -683.0 Optimization random search: 2 out of 2 | LL = -683.0 loglikelihood improvement with random search: -683.0 -> -683.0 Test Summary: | Pass Total Time stochastic component - 3 state model every exogenous vars | 14 14 9.3s EM algorithm random search: 1 out of 3 | Q = 737.0 vs. Q_0 = 739.0 EM algorithm random search: 2 out of 3 | Q = 737.0 vs. Q_0 = 739.0 EM algorithm random search: 3 out of 3 | Q = 737.0 vs. Q_0 = 739.0 Q improvement with random search: 739.0 -> 739.0) Test Summary: | Pass Total Time stochastic component - non-switching variance | 3 3 1.2s calculating combination 1/3 | criterion: 782.23 calculating combination 2/3 | criterion: 802.23 calculating combination 3/3 | criterion: 756.786 Test Summary: | Pass Total Time stochastic component - model selection | 1 1 5.8s EM algorithm random search: 1 out of 5 | Q = 798.0 vs. Q_0 = 798.0 EM algorithm random search: 2 out of 5 | Q = 798.0 vs. Q_0 = 798.0 EM algorithm random search: 3 out of 5 | Q = 798.0 vs. Q_0 = 798.0 EM algorithm random search: 4 out of 5 | Q = 798.0 vs. Q_0 = 798.0 EM algorithm random search: 5 out of 5 | Q = 798.0 vs. Q_0 = 798.0 Q improvement with random search: 798.0 -> 798.0) Optimization random search: 1 out of 5 | LL = NaN Optimization random search: 2 out of 5 | LL = -111.0 Optimization random search: 3 out of 5 | LL = -111.0 Optimization random search: 4 out of 5 | LL = -111.0 Optimization random search: 5 out of 5 | LL = NaN loglikelihood improvement with random search: -111.0 -> -111.0 Time-varying parameters: =================================================================== Summary of term 1 (slope) in TVTP equations: ------------------------------------------------------------------- Coefficient | Estimate | Std. Error | z value | Pr(>|z|) ------------------------------------------------------------------- δ_1 [1 -> 1] | -0.738 | 0.224 | -3.291 | 0.001 δ_1 [2 -> 1] | -1.435 | 0.13 | -11.078 | < 1e-3 ------------------------------------------------------------------- Test Summary: | Pass Total Time stochastic component - tvtp | 11 11 8.4s EM algorithm random search: 1 out of 3 | Q = 729.0 vs. Q_0 = 705.0 EM algorithm random search: 2 out of 3 | Q = 725.0 vs. Q_0 = 705.0 EM algorithm random search: 3 out of 3 | Q = 727.0 vs. Q_0 = 705.0 Q improvement with random search: 705.0 -> 729.0) Test Summary: | Pass Total Time predict function | 4 4 6.6s 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 0.2s Test Summary: | Pass Total Time Less crucial functions | 2 2 4.3s Testing MarSwitching tests passed Testing completed after 143.05s PkgEval succeeded after 279.76s