Package evaluation to test OrdinalMultinomialModels on Julia 1.14.0-DEV.2114 (cccbcd9611*) started at 2026-05-05T15:42:43.765 ################################################################################ # Set-up # Installing PkgEval dependencies (TestEnv)... Activating project at `~/.julia/environments/v1.14` Set-up completed after 13.22s ################################################################################ # Installation # Installing OrdinalMultinomialModels... Resolving package versions... Updating `~/.julia/environments/v1.14/Project.toml` [b51826c6] + OrdinalMultinomialModels v0.4.5 Updating `~/.julia/environments/v1.14/Manifest.toml` [66dad0bd] + AliasTables v1.1.3 [336ed68f] + CSV v0.10.16 ⌅ [324d7699] + CategoricalArrays v0.10.9 [523fee87] + CodecBzip2 v0.8.5 [944b1d66] + CodecZlib v0.7.8 [bbf7d656] + CommonSubexpressions v0.3.1 [34da2185] + Compat v4.18.1 [a8cc5b0e] + Crayons v4.1.1 [9a962f9c] + DataAPI v1.16.0 [a93c6f00] + DataFrames v1.8.2 [864edb3b] + DataStructures v0.19.4 [e2d170a0] + DataValueInterfaces v1.0.0 [8bb1440f] + DelimitedFiles v1.9.1 [163ba53b] + DiffResults v1.1.0 [b552c78f] + DiffRules v1.15.1 [31c24e10] + Distributions v0.25.125 [ffbed154] + DocStringExtensions v0.9.5 [e2ba6199] + ExprTools v0.1.10 [5789e2e9] + FileIO v1.19.0 [48062228] + FilePathsBase v0.9.24 [1a297f60] + FillArrays v1.16.0 [f6369f11] + ForwardDiff v1.3.3 [38e38edf] + GLM v1.9.4 [34004b35] + HypergeometricFunctions v0.3.28 [842dd82b] + InlineStrings v1.4.5 [41ab1584] + InvertedIndices v1.3.1 [b6b21f68] + Ipopt v1.14.3 [92d709cd] + IrrationalConstants v0.2.6 [82899510] + IteratorInterfaceExtensions v1.0.0 [692b3bcd] + JLLWrappers v1.7.1 ⌃ [682c06a0] + JSON v0.21.4 [b964fa9f] + LaTeXStrings v1.4.0 [2ab3a3ac] + LogExpFunctions v0.3.29 [1914dd2f] + MacroTools v0.5.16 [b8f27783] + MathOptInterface v1.51.0 [fdba3010] + MathProgBase v0.7.8 [e1d29d7a] + Missings v1.2.0 [78c3b35d] + Mocking v0.8.1 [d8a4904e] + MutableArithmetics v1.7.1 ⌅ [76087f3c] + NLopt v0.6.5 [77ba4419] + NaNMath v1.1.3 [bac558e1] + OrderedCollections v1.8.1 [b51826c6] + OrdinalMultinomialModels v0.4.5 [90014a1f] + PDMats v0.11.37 [69de0a69] + Parsers v2.8.4 [2dfb63ee] + PooledArrays v1.4.3 [aea7be01] + PrecompileTools v1.3.3 [21216c6a] + Preferences v1.5.2 [08abe8d2] + PrettyTables v3.3.2 [43287f4e] + PtrArrays v1.4.0 [1fd47b50] + QuadGK v2.11.3 ⌅ [df47a6cb] + RData v0.8.3 ⌅ [ce6b1742] + RDatasets v0.7.7 [189a3867] + Reexport v1.2.2 [ae029012] + Requires v1.3.1 [79098fc4] + Rmath v0.9.0 [6c6a2e73] + Scratch v1.3.0 [91c51154] + SentinelArrays v1.4.9 [1277b4bf] + ShiftedArrays v2.0.0 [a2af1166] + SortingAlgorithms v1.2.2 [276daf66] + SpecialFunctions v2.7.2 [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 [3eaba693] + StatsModels v0.7.9 [892a3eda] + StringManipulation v0.4.4 [dc5dba14] + TZJData v1.5.0+2025b [3783bdb8] + TableTraits v1.0.1 [bd369af6] + Tables v1.12.1 [f269a46b] + TimeZones v1.22.2 [3bb67fe8] + TranscodingStreams v0.11.3 [ea10d353] + WeakRefStrings v1.4.3 [76eceee3] + WorkerUtilities v1.6.1 [ae81ac8f] + ASL_jll v0.1.3+0 [6e34b625] + Bzip2_jll v1.0.9+0 [e33a78d0] + Hwloc_jll v2.13.0+1 [9cc047cb] + Ipopt_jll v300.1400.1901+0 [94ce4f54] + Libiconv_jll v1.18.0+0 [d00139f3] + METIS_jll v5.1.3+0 ⌅ [d7ed1dd3] + MUMPS_seq_jll v500.800.200+0 [079eb43e] + NLopt_jll v2.10.0+0 [656ef2d0] + OpenBLAS32_jll v0.3.33+0 [efe28fd5] + OpenSpecFun_jll v0.5.6+0 [f50d1b31] + Rmath_jll v0.5.1+0 [319450e9] + SPRAL_jll v2025.9.18+0 ⌅ [02c8fc9c] + XML2_jll v2.13.9+0 [a65dc6b1] + Xorg_libpciaccess_jll v0.19.0+0 [0dad84c5] + ArgTools v1.1.2 [56f22d72] + Artifacts v1.11.0 [2a0f44e3] + Base64 v1.11.0 [ade2ca70] + Dates v1.11.0 [f43a241f] + Downloads v1.7.0 [7b1f6079] + FileWatching v1.11.0 [9fa8497b] + Future v1.11.0 [b77e0a4c] + InteractiveUtils v1.11.0 [ac6e5ff7] + JuliaSyntaxHighlighting v1.13.0 [b27032c2] + LibCURL v1.0.0 [76f85450] + LibGit2 v1.11.0 [8f399da3] + Libdl v1.11.0 [37e2e46d] + LinearAlgebra v1.13.0 [56ddb016] + Logging v1.11.0 [d6f4376e] + Markdown v1.11.0 [a63ad114] + Mmap v1.11.0 [ca575930] + NetworkOptions v1.3.0 [44cfe95a] + Pkg v1.14.0 [de0858da] + Printf v1.11.0 [3fa0cd96] + REPL v1.11.0 [9a3f8284] + Random v1.11.0 [ea8e919c] + SHA v1.0.0 [9e88b42a] + Serialization v1.11.0 [6462fe0b] + Sockets v1.11.0 [2f01184e] + SparseArrays v1.13.0 [f489334b] + StyledStrings v1.13.0 [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 v1.5.1+0 [deac9b47] + LibCURL_jll v8.19.0+0 [e37daf67] + LibGit2_jll v1.9.2+0 [29816b5a] + LibSSH2_jll v1.11.3+1 [14a3606d] + MozillaCACerts_jll v2026.3.19 [4536629a] + OpenBLAS_jll v0.3.33+0 [05823500] + OpenLibm_jll v0.8.7+0 [458c3c95] + OpenSSL_jll v3.5.6+0 [efcefdf7] + PCRE2_jll v10.47.0+0 [bea87d4a] + SuiteSparse_jll v7.10.1+0 [83775a58] + Zlib_jll v1.3.2+0 [3161d3a3] + Zstd_jll v1.5.7+1 [8e850b90] + libblastrampoline_jll v5.15.0+0 [8e850ede] + nghttp2_jll v1.69.0+0 [3f19e933] + p7zip_jll v17.8.0+0 Info Packages marked with ⌃ and ⌅ have new versions available. Those with ⌃ may be upgradable, but those with ⌅ are restricted by compatibility constraints from upgrading. To see why use `status --outdated -m` Installation completed after 5.57s ################################################################################ # Precompilation # Precompiling PkgEval dependencies... Precompiling package dependencies... Precompiling project... 15.4 s ✓ OrdinalMultinomialModels 1 dependency successfully precompiled in 18 seconds. 139 already precompiled. Precompilation completed after 41.8s ################################################################################ # Testing # Testing OrdinalMultinomialModels Status `/tmp/jl_QSfEo0/Project.toml` ⌅ [324d7699] CategoricalArrays v0.10.9 [8bb1440f] DelimitedFiles v1.9.1 [31c24e10] Distributions v0.25.125 [38e38edf] GLM v1.9.4 [b6b21f68] Ipopt v1.14.3 [b8f27783] MathOptInterface v1.51.0 ⌅ [76087f3c] NLopt v0.6.5 [b51826c6] OrdinalMultinomialModels v0.4.5 ⌅ [ce6b1742] RDatasets v0.7.7 [189a3867] Reexport v1.2.2 [2913bbd2] StatsBase v0.34.10 [3eaba693] StatsModels v0.7.9 [bd369af6] Tables v1.12.1 [37e2e46d] LinearAlgebra v1.13.0 [9a3f8284] Random v1.11.0 [8dfed614] Test v1.11.0 Status `/tmp/jl_QSfEo0/Manifest.toml` [66dad0bd] AliasTables v1.1.3 [336ed68f] CSV v0.10.16 ⌅ [324d7699] CategoricalArrays v0.10.9 [523fee87] CodecBzip2 v0.8.5 [944b1d66] CodecZlib v0.7.8 [bbf7d656] CommonSubexpressions v0.3.1 [34da2185] Compat v4.18.1 [a8cc5b0e] Crayons v4.1.1 [9a962f9c] DataAPI v1.16.0 [a93c6f00] DataFrames v1.8.2 [864edb3b] DataStructures v0.19.4 [e2d170a0] DataValueInterfaces v1.0.0 [8bb1440f] DelimitedFiles v1.9.1 [163ba53b] DiffResults v1.1.0 [b552c78f] DiffRules v1.15.1 [31c24e10] Distributions v0.25.125 [ffbed154] DocStringExtensions v0.9.5 [e2ba6199] ExprTools v0.1.10 [5789e2e9] FileIO v1.19.0 [48062228] FilePathsBase v0.9.24 [1a297f60] FillArrays v1.16.0 [f6369f11] ForwardDiff v1.3.3 [38e38edf] GLM v1.9.4 [34004b35] HypergeometricFunctions v0.3.28 [842dd82b] InlineStrings v1.4.5 [41ab1584] InvertedIndices v1.3.1 [b6b21f68] Ipopt v1.14.3 [92d709cd] IrrationalConstants v0.2.6 [82899510] IteratorInterfaceExtensions v1.0.0 [692b3bcd] JLLWrappers v1.7.1 ⌃ [682c06a0] JSON v0.21.4 [b964fa9f] LaTeXStrings v1.4.0 [2ab3a3ac] LogExpFunctions v0.3.29 [1914dd2f] MacroTools v0.5.16 [b8f27783] MathOptInterface v1.51.0 [fdba3010] MathProgBase v0.7.8 [e1d29d7a] Missings v1.2.0 [78c3b35d] Mocking v0.8.1 [d8a4904e] MutableArithmetics v1.7.1 ⌅ [76087f3c] NLopt v0.6.5 [77ba4419] NaNMath v1.1.3 [bac558e1] OrderedCollections v1.8.1 [b51826c6] OrdinalMultinomialModels v0.4.5 [90014a1f] PDMats v0.11.37 [69de0a69] Parsers v2.8.4 [2dfb63ee] PooledArrays v1.4.3 [aea7be01] PrecompileTools v1.3.3 [21216c6a] Preferences v1.5.2 [08abe8d2] PrettyTables v3.3.2 [43287f4e] PtrArrays v1.4.0 [1fd47b50] QuadGK v2.11.3 ⌅ [df47a6cb] RData v0.8.3 ⌅ [ce6b1742] RDatasets v0.7.7 [189a3867] Reexport v1.2.2 [ae029012] Requires v1.3.1 [79098fc4] Rmath v0.9.0 [6c6a2e73] Scratch v1.3.0 [91c51154] SentinelArrays v1.4.9 [1277b4bf] ShiftedArrays v2.0.0 [a2af1166] SortingAlgorithms v1.2.2 [276daf66] SpecialFunctions v2.7.2 [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 [3eaba693] StatsModels v0.7.9 [892a3eda] StringManipulation v0.4.4 [dc5dba14] TZJData v1.5.0+2025b [3783bdb8] TableTraits v1.0.1 [bd369af6] Tables v1.12.1 [f269a46b] TimeZones v1.22.2 [3bb67fe8] TranscodingStreams v0.11.3 [ea10d353] WeakRefStrings v1.4.3 [76eceee3] WorkerUtilities v1.6.1 [ae81ac8f] ASL_jll v0.1.3+0 [6e34b625] Bzip2_jll v1.0.9+0 [e33a78d0] Hwloc_jll v2.13.0+1 [9cc047cb] Ipopt_jll v300.1400.1901+0 [94ce4f54] Libiconv_jll v1.18.0+0 [d00139f3] METIS_jll v5.1.3+0 ⌅ [d7ed1dd3] MUMPS_seq_jll v500.800.200+0 [079eb43e] NLopt_jll v2.10.0+0 [656ef2d0] OpenBLAS32_jll v0.3.33+0 [efe28fd5] OpenSpecFun_jll v0.5.6+0 [f50d1b31] Rmath_jll v0.5.1+0 [319450e9] SPRAL_jll v2025.9.18+0 ⌅ [02c8fc9c] XML2_jll v2.13.9+0 [a65dc6b1] Xorg_libpciaccess_jll v0.19.0+0 [0dad84c5] ArgTools v1.1.2 [56f22d72] Artifacts v1.11.0 [2a0f44e3] Base64 v1.11.0 [ade2ca70] Dates v1.11.0 [f43a241f] Downloads v1.7.0 [7b1f6079] FileWatching v1.11.0 [9fa8497b] Future v1.11.0 [b77e0a4c] InteractiveUtils v1.11.0 [ac6e5ff7] JuliaSyntaxHighlighting v1.13.0 [b27032c2] LibCURL v1.0.0 [76f85450] LibGit2 v1.11.0 [8f399da3] Libdl v1.11.0 [37e2e46d] LinearAlgebra v1.13.0 [56ddb016] Logging v1.11.0 [d6f4376e] Markdown v1.11.0 [a63ad114] Mmap v1.11.0 [ca575930] NetworkOptions v1.3.0 [44cfe95a] Pkg v1.14.0 [de0858da] Printf v1.11.0 [3fa0cd96] REPL v1.11.0 [9a3f8284] Random v1.11.0 [ea8e919c] SHA v1.0.0 [9e88b42a] Serialization v1.11.0 [6462fe0b] Sockets v1.11.0 [2f01184e] SparseArrays v1.13.0 [f489334b] StyledStrings v1.13.0 [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 v1.5.1+0 [deac9b47] LibCURL_jll v8.19.0+0 [e37daf67] LibGit2_jll v1.9.2+0 [29816b5a] LibSSH2_jll v1.11.3+1 [14a3606d] MozillaCACerts_jll v2026.3.19 [4536629a] OpenBLAS_jll v0.3.33+0 [05823500] OpenLibm_jll v0.8.7+0 [458c3c95] OpenSSL_jll v3.5.6+0 [efcefdf7] PCRE2_jll v10.47.0+0 [bea87d4a] SuiteSparse_jll v7.10.1+0 [83775a58] Zlib_jll v1.3.2+0 [3161d3a3] Zstd_jll v1.5.7+1 [8e850b90] libblastrampoline_jll v5.15.0+0 [8e850ede] nghttp2_jll v1.69.0+0 [3f19e933] p7zip_jll v17.8.0+0 Info Packages marked with ⌃ and ⌅ have new versions available. Those with ⌃ may be upgradable, but those with ⌅ are restricted by compatibility constraints from upgrading. Testing Running tests... [ Info: Housing example for `polr` function in R package MASS Test Summary: | Pass Total Time interface | 8 8 1m07.6s ****************************************************************************** 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) = StatsBase.CoefTable(Any[[-0.4961351383206538, 0.6907082592636191, 0.566393737727077, 1.2888191105276263, -0.572350002178752, -0.366186370398852, -1.0910146591367555, 0.360284004521243], [0.12454077661511284, 0.1252121411225925, 0.1049630064849491, 0.1267048502306158, 0.11874736852101765, 0.15676585718567257, 0.15151370609051026, 0.09535745967110765], [-3.9837164325218164, 5.51630419439407, 5.396127232772182, 10.17182142737112, -4.819896300080528, -2.335880892515664, -7.200765444183725, 3.7782466706210442], [0.0001762412878760766, 6.674973790091899e-7, 1.0587511304847912e-6, 5.3684226819172484e-15, 9.20656934000681e-6, 0.022642715194946365, 8.258557726261862e-10, 0.00034892007653948245]], ["Estimate", "Std.Error", "t value", "Pr(>|t|)"], ["intercept Low|Medium", "intercept Medium|High", "Infl: Medium", "Infl: High", "Type: Apartment", "Type: Atrium", "Type: Terrace", "Cont: High"], 4, 0) confint(houseplr.model) = [-0.7402305750929237 -0.252039701548384; 0.44529697223619075 0.9361195462910474; 0.3606700253075322 0.7721174501466218; 1.0404821674090774 1.5371560536461752; -0.8050905677388523 -0.3396094366186516; -0.6734418044883204 -0.058930936309383564; -1.3879760662383434 -0.7940532520351679; 0.173386817908641 0.547181191133845] coeftable(houseplr) = StatsBase.CoefTable(Any[[-0.49614061341454596, 0.69070564394002, 0.5663915864515745, 1.2888108250034271, -0.5723518911944651, -0.3661822718560424, -1.0910115747375617, 0.36028444175284197], [0.1245407660372293, 0.12521210745600883, 0.10496298447216806, 0.12670476668898042, 0.11874734570694138, 0.15676583478012723, 0.15151363694373746, 0.09535742939732537], [-3.9837607331420566, 5.5162847904519765, 5.396107868881707, 10.171762741705246, -4.819913133948965, -2.335855082005804, -7.20074837318237, 3.778252455313643], [0.0001762149850571196, 6.675472654048254e-7, 1.0588295599632076e-6, 5.3696588093864666e-15, 9.205999967908576e-6, 0.02264415156115997, 8.259128706295541e-10, 0.00034891346058487434]], ["Estimate", "Std.Error", "t value", "Pr(>|t|)"], ["intercept Low|Medium", "intercept Medium|High", "Infl: Medium", "Infl: High", "Type: Apartment", "Type: Atrium", "Type: Terrace", "Cont: High"], 4, 0) confint(houseplr.model) = [-0.7402360294545449 -0.25204519737454695; 0.44529442289788307 0.936116864982157; 0.36066791717628777 0.7721152557268612; 1.0404740456234747 1.5371476043833796; -0.8050924120397975 -0.3396113703491325; -0.673437662031449 -0.05892688168063587; -1.3879728463139651 -0.7940503031611583; 0.1733873144757629 0.5471815690299211] Test Summary: | Pass Total Time logit link | 26 26 20.2s Test Summary: | Pass Total Time probit link | 12 12 7.0s Test Summary: | Pass Total Time cloglog link | 10 10 6.7s This is Ipopt version 3.14.19, running with linear solver MUMPS 5.8.2. 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 2.01e-06 -11.0 1.69e-07 - 1.00e+00 5.00e-01f 2 25 -9.4849178e+02 0.00e+00 1.11e-07 -11.0 4.83e-08 - 1.00e+00 1.00e+00f 1 26 -9.4849178e+02 0.00e+00 7.89e-08 -11.0 3.09e-09 - 1.00e+00 1.00e+00f 1 27 -9.4849178e+02 0.00e+00 2.98e-08 -11.0 2.00e-09 - 1.00e+00 1.00e+00f 1 28 -9.4849178e+02 0.00e+00 3.31e-08 -11.0 5.77e-10 - 1.00e+00 1.00e+00f 1 29 -9.4849178e+02 0.00e+00 3.02e-08 -11.0 4.25e-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 2.33e-08 -11.0 2.36e-10 - 1.00e+00 2.50e-01f 3 31 -9.4849178e+02 0.00e+00 2.56e-09 -11.0 1.81e-10 - 1.00e+00 1.00e+00f 1 Number of Iterations....: 31 (scaled) (unscaled) Objective...............: 3.8476641169138264e+02 -9.4849177787376129e+02 Dual infeasibility......: 2.5611859705291156e-09 6.3136068036026610e-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.......: 2.5611859705291156e-09 6.3136068036026610e-09 Number of objective function evaluations = 70 Number of objective gradient evaluations = 32 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 = 0.039 EXIT: Optimal Solution Found. 0.894747 seconds (562.94 k allocations: 33.932 MiB, 95.41% compilation time) (dd.θ, dd.β) = ([0.8030842735793486, 1.9862479348856947, 2.933112858733778, 4.0187385206152495, 5.13744460167438, 5.960137525887927], [1.0647058374050637, 1.0698692085308943, 1.0068636438477514, 0.9563815646098823, 1.1196774897963613]) stderror(dd) = [0.0921968223776756, 0.11293923647524517, 0.13837419983010513, 0.17736483761365712, 0.23410646217937287, 0.2951652689131615, 0.08422225675849623, 0.08402158868260726, 0.08431717829395897, 0.08132048594967883, 0.08764007985130269] polrtest(dd, Z; test = :score) = 0.07516568498153345 polrtest(dd, Z; test = :LRT) = 0.06633625127625896 Testing OrdinalMultinomialModels tests passed Testing completed after 190.12s PkgEval succeeded after 262.83s