Package evaluation of OrdinalMultinomialModels on Julia 1.11.4 (a71dd056e0*) started at 2025-04-08T19:03:54.780 ################################################################################ # Set-up # Installing PkgEval dependencies (TestEnv)... Set-up completed after 8.35s ################################################################################ # Installation # Installing OrdinalMultinomialModels... Resolving package versions... Updating `~/.julia/environments/v1.11/Project.toml` [b51826c6] + OrdinalMultinomialModels v0.4.5 Updating `~/.julia/environments/v1.11/Manifest.toml` [66dad0bd] + AliasTables v1.1.3 [6e4b80f9] + BenchmarkTools v1.6.0 [336ed68f] + CSV v0.10.15 [324d7699] + CategoricalArrays v0.10.8 [523fee87] + CodecBzip2 v0.8.5 [944b1d66] + CodecZlib v0.7.8 [bbf7d656] + CommonSubexpressions v0.3.1 [34da2185] + Compat v4.16.0 [a8cc5b0e] + Crayons v4.1.1 [9a962f9c] + DataAPI v1.16.0 [a93c6f00] + DataFrames v1.7.0 [864edb3b] + DataStructures v0.18.22 [e2d170a0] + DataValueInterfaces v1.0.0 [8bb1440f] + DelimitedFiles v1.9.1 [163ba53b] + DiffResults v1.1.0 [b552c78f] + DiffRules v1.15.1 [31c24e10] + Distributions v0.25.118 [ffbed154] + DocStringExtensions v0.9.4 [e2ba6199] + ExprTools v0.1.10 [5789e2e9] + FileIO v1.17.0 [48062228] + FilePathsBase v0.9.24 [1a297f60] + FillArrays v1.13.0 [f6369f11] + ForwardDiff v1.0.1 [38e38edf] + GLM v1.9.0 [34004b35] + HypergeometricFunctions v0.3.28 [842dd82b] + InlineStrings v1.4.3 [41ab1584] + InvertedIndices v1.3.1 [b6b21f68] + Ipopt v1.8.0 [92d709cd] + IrrationalConstants v0.2.4 [82899510] + IteratorInterfaceExtensions v1.0.0 [692b3bcd] + JLLWrappers v1.7.0 [682c06a0] + JSON v0.21.4 [0f8b85d8] + JSON3 v1.14.2 [b964fa9f] + LaTeXStrings v1.4.0 [2ab3a3ac] + LogExpFunctions v0.3.29 [1914dd2f] + MacroTools v0.5.15 [b8f27783] + MathOptInterface v1.38.1 [fdba3010] + MathProgBase v0.7.8 [e1d29d7a] + Missings v1.2.0 [78c3b35d] + Mocking v0.8.1 [d8a4904e] + MutableArithmetics v1.6.4 ⌅ [76087f3c] + NLopt v0.6.5 [77ba4419] + NaNMath v1.1.3 [bac558e1] + OrderedCollections v1.8.0 [b51826c6] + OrdinalMultinomialModels v0.4.5 [90014a1f] + PDMats v0.11.33 [69de0a69] + Parsers v2.8.1 [2dfb63ee] + PooledArrays v1.4.3 ⌅ [aea7be01] + PrecompileTools v1.2.1 [21216c6a] + Preferences v1.4.3 [08abe8d2] + PrettyTables v2.4.0 [43287f4e] + PtrArrays v1.3.0 [1fd47b50] + QuadGK v2.11.2 ⌅ [df47a6cb] + RData v0.8.3 [ce6b1742] + RDatasets v0.7.7 [189a3867] + Reexport v1.2.2 [ae029012] + Requires v1.3.1 [79098fc4] + Rmath v0.8.0 [6c6a2e73] + Scratch v1.2.1 [91c51154] + SentinelArrays v1.4.8 [1277b4bf] + ShiftedArrays v2.0.0 [a2af1166] + SortingAlgorithms v1.2.1 [276daf66] + SpecialFunctions v2.5.0 [1e83bf80] + StaticArraysCore v1.4.3 [10745b16] + Statistics v1.11.1 [82ae8749] + StatsAPI v1.7.0 [2913bbd2] + StatsBase v0.34.4 [4c63d2b9] + StatsFuns v1.4.0 [3eaba693] + StatsModels v0.7.4 [892a3eda] + StringManipulation v0.4.1 [856f2bd8] + StructTypes v1.11.0 [dc5dba14] + TZJData v1.5.0+2025b [3783bdb8] + TableTraits v1.0.1 [bd369af6] + Tables v1.12.0 [f269a46b] + TimeZones v1.21.3 [3bb67fe8] + TranscodingStreams v0.11.3 [ea10d353] + WeakRefStrings v1.4.2 [76eceee3] + WorkerUtilities v1.6.1 [ae81ac8f] + ASL_jll v0.1.3+0 [6e34b625] + Bzip2_jll v1.0.9+0 [e33a78d0] + Hwloc_jll v2.12.0+0 [9cc047cb] + Ipopt_jll v300.1400.1700+0 [d00139f3] + METIS_jll v5.1.3+0 [d7ed1dd3] + MUMPS_seq_jll v500.700.301+0 [079eb43e] + NLopt_jll v2.10.0+0 [656ef2d0] + OpenBLAS32_jll v0.3.29+0 [efe28fd5] + OpenSpecFun_jll v0.5.6+0 [f50d1b31] + Rmath_jll v0.5.1+0 ⌅ [319450e9] + SPRAL_jll v2024.5.8+0 [0dad84c5] + ArgTools v1.1.2 [56f22d72] + Artifacts v1.11.0 [2a0f44e3] + Base64 v1.11.0 [ade2ca70] + Dates v1.11.0 [f43a241f] + Downloads v1.6.0 [7b1f6079] + FileWatching v1.11.0 [9fa8497b] + Future v1.11.0 [b77e0a4c] + InteractiveUtils v1.11.0 [b27032c2] + LibCURL v0.6.4 [76f85450] + LibGit2 v1.11.0 [8f399da3] + Libdl v1.11.0 [37e2e46d] + LinearAlgebra v1.11.0 [56ddb016] + Logging v1.11.0 [d6f4376e] + Markdown v1.11.0 [a63ad114] + Mmap v1.11.0 [ca575930] + NetworkOptions v1.2.0 [44cfe95a] + Pkg v1.11.0 [de0858da] + Printf v1.11.0 [9abbd945] + Profile v1.11.0 [3fa0cd96] + REPL v1.11.0 [9a3f8284] + Random v1.11.0 [ea8e919c] + SHA v0.7.0 [9e88b42a] + Serialization v1.11.0 [6462fe0b] + Sockets v1.11.0 [2f01184e] + SparseArrays v1.11.0 [f489334b] + StyledStrings v1.11.0 [4607b0f0] + SuiteSparse [fa267f1f] + TOML v1.0.3 [a4e569a6] + Tar v1.10.0 [8dfed614] + Test v1.11.0 [cf7118a7] + UUIDs v1.11.0 [4ec0a83e] + Unicode v1.11.0 [e66e0078] + CompilerSupportLibraries_jll v1.1.1+0 [deac9b47] + LibCURL_jll v8.6.0+0 [e37daf67] + LibGit2_jll v1.7.2+0 [29816b5a] + LibSSH2_jll v1.11.0+1 [c8ffd9c3] + MbedTLS_jll v2.28.6+0 [14a3606d] + MozillaCACerts_jll v2023.12.12 [4536629a] + OpenBLAS_jll v0.3.27+1 [05823500] + OpenLibm_jll v0.8.5+0 [bea87d4a] + SuiteSparse_jll v7.7.0+0 [83775a58] + Zlib_jll v1.2.13+1 [8e850b90] + libblastrampoline_jll v5.11.0+0 [8e850ede] + nghttp2_jll v1.59.0+0 [3f19e933] + p7zip_jll v17.4.0+2 Info Packages marked with ⌅ have new versions available but compatibility constraints restrict them from upgrading. To see why use `status --outdated -m` Installation completed after 4.52s ################################################################################ # Precompilation # Precompiling PkgEval dependencies... Precompiling package dependencies... Precompilation completed after 188.59s ################################################################################ # Testing # Testing OrdinalMultinomialModels Status `/tmp/jl_uBoCQP/Project.toml` [324d7699] CategoricalArrays v0.10.8 [8bb1440f] DelimitedFiles v1.9.1 [31c24e10] Distributions v0.25.118 [38e38edf] GLM v1.9.0 [b6b21f68] Ipopt v1.8.0 [b8f27783] MathOptInterface v1.38.1 ⌅ [76087f3c] NLopt v0.6.5 [b51826c6] OrdinalMultinomialModels v0.4.5 [ce6b1742] RDatasets v0.7.7 [189a3867] Reexport v1.2.2 [2913bbd2] StatsBase v0.34.4 [3eaba693] StatsModels v0.7.4 [bd369af6] Tables v1.12.0 [37e2e46d] LinearAlgebra v1.11.0 [9a3f8284] Random v1.11.0 [8dfed614] Test v1.11.0 Status `/tmp/jl_uBoCQP/Manifest.toml` [66dad0bd] AliasTables v1.1.3 [6e4b80f9] BenchmarkTools v1.6.0 [336ed68f] CSV v0.10.15 [324d7699] CategoricalArrays v0.10.8 [523fee87] CodecBzip2 v0.8.5 [944b1d66] CodecZlib v0.7.8 [bbf7d656] CommonSubexpressions v0.3.1 [34da2185] Compat v4.16.0 [a8cc5b0e] Crayons v4.1.1 [9a962f9c] DataAPI v1.16.0 [a93c6f00] DataFrames v1.7.0 [864edb3b] DataStructures v0.18.22 [e2d170a0] DataValueInterfaces v1.0.0 [8bb1440f] DelimitedFiles v1.9.1 [163ba53b] DiffResults v1.1.0 [b552c78f] DiffRules v1.15.1 [31c24e10] Distributions v0.25.118 [ffbed154] DocStringExtensions v0.9.4 [e2ba6199] ExprTools v0.1.10 [5789e2e9] FileIO v1.17.0 [48062228] FilePathsBase v0.9.24 [1a297f60] FillArrays v1.13.0 [f6369f11] ForwardDiff v1.0.1 [38e38edf] GLM v1.9.0 [34004b35] HypergeometricFunctions v0.3.28 [842dd82b] InlineStrings v1.4.3 [41ab1584] InvertedIndices v1.3.1 [b6b21f68] Ipopt v1.8.0 [92d709cd] IrrationalConstants v0.2.4 [82899510] IteratorInterfaceExtensions v1.0.0 [692b3bcd] JLLWrappers v1.7.0 [682c06a0] JSON v0.21.4 [0f8b85d8] JSON3 v1.14.2 [b964fa9f] LaTeXStrings v1.4.0 [2ab3a3ac] LogExpFunctions v0.3.29 [1914dd2f] MacroTools v0.5.15 [b8f27783] MathOptInterface v1.38.1 [fdba3010] MathProgBase v0.7.8 [e1d29d7a] Missings v1.2.0 [78c3b35d] Mocking v0.8.1 [d8a4904e] MutableArithmetics v1.6.4 ⌅ [76087f3c] NLopt v0.6.5 [77ba4419] NaNMath v1.1.3 [bac558e1] OrderedCollections v1.8.0 [b51826c6] OrdinalMultinomialModels v0.4.5 [90014a1f] PDMats v0.11.33 [69de0a69] Parsers v2.8.1 [2dfb63ee] PooledArrays v1.4.3 ⌅ [aea7be01] PrecompileTools v1.2.1 [21216c6a] Preferences v1.4.3 [08abe8d2] PrettyTables v2.4.0 [43287f4e] PtrArrays v1.3.0 [1fd47b50] QuadGK v2.11.2 ⌅ [df47a6cb] RData v0.8.3 [ce6b1742] RDatasets v0.7.7 [189a3867] Reexport v1.2.2 [ae029012] Requires v1.3.1 [79098fc4] Rmath v0.8.0 [6c6a2e73] Scratch v1.2.1 [91c51154] SentinelArrays v1.4.8 [1277b4bf] ShiftedArrays v2.0.0 [a2af1166] SortingAlgorithms v1.2.1 [276daf66] SpecialFunctions v2.5.0 [1e83bf80] StaticArraysCore v1.4.3 [10745b16] Statistics v1.11.1 [82ae8749] StatsAPI v1.7.0 [2913bbd2] StatsBase v0.34.4 [4c63d2b9] StatsFuns v1.4.0 [3eaba693] StatsModels v0.7.4 [892a3eda] StringManipulation v0.4.1 [856f2bd8] StructTypes v1.11.0 [dc5dba14] TZJData v1.5.0+2025b [3783bdb8] TableTraits v1.0.1 [bd369af6] Tables v1.12.0 [f269a46b] TimeZones v1.21.3 [3bb67fe8] TranscodingStreams v0.11.3 [ea10d353] WeakRefStrings v1.4.2 [76eceee3] WorkerUtilities v1.6.1 [ae81ac8f] ASL_jll v0.1.3+0 [6e34b625] Bzip2_jll v1.0.9+0 [e33a78d0] Hwloc_jll v2.12.0+0 [9cc047cb] Ipopt_jll v300.1400.1700+0 [d00139f3] METIS_jll v5.1.3+0 [d7ed1dd3] MUMPS_seq_jll v500.700.301+0 [079eb43e] NLopt_jll v2.10.0+0 [656ef2d0] OpenBLAS32_jll v0.3.29+0 [efe28fd5] OpenSpecFun_jll v0.5.6+0 [f50d1b31] Rmath_jll v0.5.1+0 ⌅ [319450e9] SPRAL_jll v2024.5.8+0 [0dad84c5] ArgTools v1.1.2 [56f22d72] Artifacts v1.11.0 [2a0f44e3] Base64 v1.11.0 [ade2ca70] Dates v1.11.0 [f43a241f] Downloads v1.6.0 [7b1f6079] FileWatching v1.11.0 [9fa8497b] Future v1.11.0 [b77e0a4c] InteractiveUtils v1.11.0 [b27032c2] LibCURL v0.6.4 [76f85450] LibGit2 v1.11.0 [8f399da3] Libdl v1.11.0 [37e2e46d] LinearAlgebra v1.11.0 [56ddb016] Logging v1.11.0 [d6f4376e] Markdown v1.11.0 [a63ad114] Mmap v1.11.0 [ca575930] NetworkOptions v1.2.0 [44cfe95a] Pkg v1.11.0 [de0858da] Printf v1.11.0 [9abbd945] Profile v1.11.0 [3fa0cd96] REPL v1.11.0 [9a3f8284] Random v1.11.0 [ea8e919c] SHA v0.7.0 [9e88b42a] Serialization v1.11.0 [6462fe0b] Sockets v1.11.0 [2f01184e] SparseArrays v1.11.0 [f489334b] StyledStrings v1.11.0 [4607b0f0] SuiteSparse [fa267f1f] TOML v1.0.3 [a4e569a6] Tar v1.10.0 [8dfed614] Test v1.11.0 [cf7118a7] UUIDs v1.11.0 [4ec0a83e] Unicode v1.11.0 [e66e0078] CompilerSupportLibraries_jll v1.1.1+0 [deac9b47] LibCURL_jll v8.6.0+0 [e37daf67] LibGit2_jll v1.7.2+0 [29816b5a] LibSSH2_jll v1.11.0+1 [c8ffd9c3] MbedTLS_jll v2.28.6+0 [14a3606d] MozillaCACerts_jll v2023.12.12 [4536629a] OpenBLAS_jll v0.3.27+1 [05823500] OpenLibm_jll v0.8.5+0 [bea87d4a] SuiteSparse_jll v7.7.0+0 [83775a58] Zlib_jll v1.2.13+1 [8e850b90] libblastrampoline_jll v5.11.0+0 [8e850ede] nghttp2_jll v1.59.0+0 [3f19e933] p7zip_jll v17.4.0+2 Info Packages marked with ⌅ have new versions available but compatibility constraints restrict them from upgrading. Testing Running tests... Precompiling RDatasets... 82379.4 ms ✓ DataFrames 18401.5 ms ✓ RData 41659.0 ms ✓ RDatasets 3 dependencies successfully precompiled in 144 seconds. 67 already precompiled. [ Info: Housing example for `polr` function in R package MASS Test Summary: | Pass Total Time interface | 8 8 1m14.6s ****************************************************************************** This program contains Ipopt, a library for large-scale nonlinear optimization. Ipopt is released as open source code under the Eclipse Public License (EPL). For more information visit https://github.com/coin-or/Ipopt ****************************************************************************** coeftable(houseplr) = ─────────────────────────────────────────────────────────────── Estimate Std.Error t value Pr(>|t|) ─────────────────────────────────────────────────────────────── intercept Low|Medium -0.496135 0.124541 -3.98372 0.0002 intercept Medium|High 0.690708 0.125212 5.5163 <1e-06 Infl: Medium 0.566394 0.104963 5.39613 <1e-05 Infl: High 1.28882 0.126705 10.1718 <1e-14 Type: Apartment -0.57235 0.118747 -4.8199 <1e-05 Type: Atrium -0.366186 0.156766 -2.33588 0.0226 Type: Terrace -1.09101 0.151514 -7.20077 <1e-09 Cont: High 0.360284 0.0953575 3.77825 0.0003 ─────────────────────────────────────────────────────────────── confint(houseplr.model) = [-0.7402305750929217 -0.2520397015483825; 0.44529697223619186 0.9361195462910481; 0.3606700253075326 0.7721174501466221; 1.0404821674090763 1.5371560536461741; -0.8050905677388506 -0.33960943661864984; -0.6734418044883201 -0.05893093630938334; -1.387976066238342 -0.7940532520351669; 0.17338681790864136 0.5471811911338453] coeftable(houseplr) = ─────────────────────────────────────────────────────────────── Estimate Std.Error t value Pr(>|t|) ─────────────────────────────────────────────────────────────── intercept Low|Medium -0.496141 0.124541 -3.98376 0.0002 intercept Medium|High 0.690706 0.125212 5.51628 <1e-06 Infl: Medium 0.566392 0.104963 5.39611 <1e-05 Infl: High 1.28881 0.126705 10.1718 <1e-14 Type: Apartment -0.572352 0.118747 -4.81991 <1e-05 Type: Atrium -0.366182 0.156766 -2.33586 0.0226 Type: Terrace -1.09101 0.151514 -7.20075 <1e-09 Cont: High 0.360284 0.0953574 3.77825 0.0003 ─────────────────────────────────────────────────────────────── confint(houseplr.model) = [-0.7402360294545451 -0.25204519737454717; 0.445294422897883 0.936116864982157; 0.36066791717628766 0.7721152557268611; 1.0404740456234745 1.5371476043833794; -0.8050924120397978 -0.33961137034913264; -0.6734376620314492 -0.05892688168063598; -1.3879728463139651 -0.7940503031611587; 0.17338731447576286 0.5471815690299211] Test Summary: | Pass Total Time logit link | 26 26 33.4s Test Summary: | Pass Total Time probit link | 12 12 9.3s Test Summary: | Pass Total Time cloglog link | 10 10 8.1s This is Ipopt version 3.14.17, running with linear solver MUMPS 5.7.3. Number of nonzeros in equality constraint Jacobian...: 0 Number of nonzeros in inequality constraint Jacobian.: 0 Number of nonzeros in Lagrangian Hessian.............: 0 Total number of variables............................: 11 variables with only lower bounds: 0 variables with lower and upper bounds: 0 variables with only upper bounds: 0 Total number of equality constraints.................: 0 Total number of inequality constraints...............: 0 inequality constraints with only lower bounds: 0 inequality constraints with lower and upper bounds: 0 inequality constraints with only upper bounds: 0 iter objective inf_pr inf_du lg(mu) ||d|| lg(rg) alpha_du alpha_pr ls 0 -1.1687957e+03 0.00e+00 1.00e+02 0.0 0.00e+00 - 0.00e+00 0.00e+00 0 Warning: Cutting back alpha due to evaluation error Warning: Cutting back alpha due to evaluation error Warning: Cutting back alpha due to evaluation error Warning: Cutting back alpha due to evaluation error 1 -9.9658515e+02 0.00e+00 5.11e+01 -11.0 1.00e+02 - 1.00e+00 1.56e-02f 7 2 -9.7449161e+02 0.00e+00 3.29e+01 -11.0 4.85e-01 - 1.00e+00 1.00e+00f 1 3 -9.5138347e+02 0.00e+00 7.32e+00 -11.0 1.92e-01 - 1.00e+00 1.00e+00f 1 4 -9.4965203e+02 0.00e+00 2.83e+00 -11.0 7.36e-02 - 1.00e+00 1.00e+00f 1 5 -9.4877868e+02 0.00e+00 1.13e+00 -11.0 4.61e-02 - 1.00e+00 1.00e+00f 1 6 -9.4856259e+02 0.00e+00 6.44e-01 -11.0 3.79e-02 - 1.00e+00 1.00e+00f 1 7 -9.4851954e+02 0.00e+00 5.67e-01 -11.0 3.43e-02 - 1.00e+00 1.00e+00f 1 8 -9.4850105e+02 0.00e+00 2.31e-01 -11.0 3.40e-02 - 1.00e+00 5.00e-01f 2 9 -9.4849498e+02 0.00e+00 1.31e-01 -11.0 6.21e-03 - 1.00e+00 1.00e+00f 1 iter objective inf_pr inf_du lg(mu) ||d|| lg(rg) alpha_du alpha_pr ls 10 -9.4849300e+02 0.00e+00 2.05e-01 -11.0 7.07e-03 - 1.00e+00 1.00e+00f 1 11 -9.4849298e+02 0.00e+00 1.92e-01 -11.0 8.69e-03 - 1.00e+00 5.00e-01f 2 12 -9.4849181e+02 0.00e+00 2.21e-02 -11.0 2.26e-03 - 1.00e+00 1.00e+00f 1 13 -9.4849178e+02 0.00e+00 6.69e-03 -11.0 5.75e-04 - 1.00e+00 1.00e+00f 1 14 -9.4849178e+02 0.00e+00 1.16e-02 -11.0 4.30e-04 - 1.00e+00 1.00e+00f 1 15 -9.4849178e+02 0.00e+00 2.75e-03 -11.0 1.88e-04 - 1.00e+00 1.00e+00f 1 16 -9.4849178e+02 0.00e+00 9.09e-04 -11.0 8.87e-05 - 1.00e+00 1.00e+00f 1 17 -9.4849178e+02 0.00e+00 5.30e-04 -11.0 1.88e-05 - 1.00e+00 1.00e+00f 1 18 -9.4849178e+02 0.00e+00 8.99e-05 -11.0 8.26e-06 - 1.00e+00 1.00e+00f 1 19 -9.4849178e+02 0.00e+00 5.34e-05 -11.0 3.17e-06 - 1.00e+00 1.00e+00f 1 iter objective inf_pr inf_du lg(mu) ||d|| lg(rg) alpha_du alpha_pr ls 20 -9.4849178e+02 0.00e+00 9.93e-05 -11.0 1.41e-05 - 1.00e+00 2.50e-01f 3 21 -9.4849178e+02 0.00e+00 5.05e-05 -11.0 6.97e-06 - 1.00e+00 5.00e-01f 2 22 -9.4849178e+02 0.00e+00 3.13e-05 -11.0 2.15e-06 - 1.00e+00 1.00e+00f 1 23 -9.4849178e+02 0.00e+00 4.61e-06 -11.0 1.17e-06 - 1.00e+00 1.00e+00f 1 24 -9.4849178e+02 0.00e+00 7.39e-06 -11.0 1.69e-07 - 1.00e+00 1.00e+00f 1 25 -9.4849178e+02 0.00e+00 1.11e-07 -11.0 1.03e-07 - 1.00e+00 1.00e+00f 1 26 -9.4849178e+02 0.00e+00 4.45e-08 -11.0 1.92e-09 - 1.00e+00 1.00e+00f 1 27 -9.4849178e+02 0.00e+00 2.98e-08 -11.0 1.98e-09 - 1.00e+00 1.00e+00f 1 28 -9.4849178e+02 0.00e+00 6.54e-08 -11.0 1.18e-09 - 1.00e+00 1.00e+00f 1 29 -9.4849178e+02 0.00e+00 4.30e-08 -11.0 5.51e-10 - 1.00e+00 1.00e+00f 1 iter objective inf_pr inf_du lg(mu) ||d|| lg(rg) alpha_du alpha_pr ls 30 -9.4849178e+02 0.00e+00 3.20e-09 -11.0 3.44e-10 - 1.00e+00 1.00e+00f 1 Number of Iterations....: 30 (scaled) (unscaled) Objective...............: 3.8476641169138321e+02 -9.4849177787376243e+02 Dual infeasibility......: 3.2035227120396500e-09 7.8970379437346090e-09 Constraint violation....: 0.0000000000000000e+00 0.0000000000000000e+00 Variable bound violation: 0.0000000000000000e+00 0.0000000000000000e+00 Complementarity.........: 0.0000000000000000e+00 0.0000000000000000e+00 Overall NLP error.......: 3.2035227120396500e-09 7.8970379437346090e-09 Number of objective function evaluations = 58 Number of objective gradient evaluations = 31 Number of equality constraint evaluations = 0 Number of inequality constraint evaluations = 0 Number of equality constraint Jacobian evaluations = 0 Number of inequality constraint Jacobian evaluations = 0 Number of Lagrangian Hessian evaluations = 0 Total seconds in IPOPT = 0.051 EXIT: Optimal Solution Found. 0.920924 seconds (720.60 k allocations: 38.285 MiB, 94.19% compilation time) (dd.θ, dd.β) = ([0.8030842736112377, 1.9862479349524, 2.9331128587952855, 4.018738520696197, 5.137444601717155, 5.960137526021489], [1.064705837432819, 1.0698692085636565, 1.0068636438732517, 0.9563815646482928, 1.1196774898053028]) stderror(dd) = [0.09219682237895017, 0.11293923647770633, 0.1383741998327877, 0.17736483761734634, 0.2341064621806707, 0.29516526892092776, 0.08422225675946124, 0.08402158868369507, 0.08431717829484689, 0.08132048595073783, 0.08764007985194172] polrtest(dd, Z; test = :score) = 0.07516568497180928 polrtest(dd, Z; test = :LRT) = 0.06633625127619021 Testing OrdinalMultinomialModels tests passed Testing completed after 355.87s PkgEval succeeded after 568.16s