FixedEffectModels

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Results with Julia v1.2.0

Testing was successful. Last evaluation was ago and took 11 minutes, 24 seconds.

Click here to download the log file.

 Resolving package versions...
 Installed Missings ──────────────────── v0.4.3
 Installed DataAPI ───────────────────── v1.1.0
 Installed PDMats ────────────────────── v0.9.10
 Installed TableTraits ───────────────── v1.0.0
 Installed AbstractFFTs ──────────────── v0.4.1
 Installed FixedEffectModels ─────────── v0.10.2
 Installed DataFrames ────────────────── v0.19.4
 Installed CUDAnative ────────────────── v2.6.0
 Installed URIParser ─────────────────── v0.4.0
 Installed StatsBase ─────────────────── v0.32.0
 Installed Adapt ─────────────────────── v1.0.0
 Installed BinaryProvider ────────────── v0.5.8
 Installed StatsFuns ─────────────────── v0.9.0
 Installed CuArrays ──────────────────── v1.5.0
 Installed CUDAdrv ───────────────────── v4.0.4
 Installed Requires ──────────────────── v0.5.2
 Installed DataValueInterfaces ───────── v1.0.0
 Installed PooledArrays ──────────────── v0.5.2
 Installed InvertedIndices ───────────── v1.0.0
 Installed Reexport ──────────────────── v0.2.0
 Installed Compat ────────────────────── v2.2.0
 Installed TimerOutputs ──────────────── v0.5.3
 Installed Rmath ─────────────────────── v0.5.1
 Installed OrderedCollections ────────── v1.1.0
 Installed Polynomials ───────────────── v0.6.0
 Installed Tables ────────────────────── v0.2.11
 Installed NNlib ─────────────────────── v0.6.0
 Installed CUDAapi ───────────────────── v2.0.0
 Installed GPUArrays ─────────────────── v2.0.0
 Installed DataStructures ────────────── v0.17.6
 Installed RecipesBase ───────────────── v0.7.0
 Installed ShiftedArrays ─────────────── v1.0.0
 Installed Combinatorics ─────────────── v0.7.0
 Installed Parsers ───────────────────── v0.3.10
 Installed Distributions ─────────────── v0.21.9
 Installed FillArrays ────────────────── v0.8.2
 Installed StatsModels ───────────────── v0.6.7
 Installed IteratorInterfaceExtensions ─ v1.0.0
 Installed CategoricalArrays ─────────── v0.7.3
 Installed JSON ──────────────────────── v0.21.0
 Installed QuadGK ────────────────────── v2.1.1
 Installed SortingAlgorithms ─────────── v0.3.1
 Installed LLVM ──────────────────────── v1.3.2
 Installed CEnum ─────────────────────── v0.2.0
 Installed FixedEffects ──────────────── v0.6.1
 Installed MacroTools ────────────────── v0.5.2
 Installed SpecialFunctions ──────────── v0.8.0
 Installed BinDeps ───────────────────── v0.8.10
 Installed Arpack ────────────────────── v0.3.1
  Updating `~/.julia/environments/v1.2/Project.toml`
  [9d5cd8c9] + FixedEffectModels v0.10.2
  Updating `~/.julia/environments/v1.2/Manifest.toml`
  [621f4979] + AbstractFFTs v0.4.1
  [79e6a3ab] + Adapt v1.0.0
  [7d9fca2a] + Arpack v0.3.1
  [9e28174c] + BinDeps v0.8.10
  [b99e7846] + BinaryProvider v0.5.8
  [fa961155] + CEnum v0.2.0
  [3895d2a7] + CUDAapi v2.0.0
  [c5f51814] + CUDAdrv v4.0.4
  [be33ccc6] + CUDAnative v2.6.0
  [324d7699] + CategoricalArrays v0.7.3
  [861a8166] + Combinatorics v0.7.0
  [34da2185] + Compat v2.2.0
  [3a865a2d] + CuArrays v1.5.0
  [9a962f9c] + DataAPI v1.1.0
  [a93c6f00] + DataFrames v0.19.4
  [864edb3b] + DataStructures v0.17.6
  [e2d170a0] + DataValueInterfaces v1.0.0
  [31c24e10] + Distributions v0.21.9
  [1a297f60] + FillArrays v0.8.2
  [9d5cd8c9] + FixedEffectModels v0.10.2
  [c8885935] + FixedEffects v0.6.1
  [0c68f7d7] + GPUArrays v2.0.0
  [41ab1584] + InvertedIndices v1.0.0
  [82899510] + IteratorInterfaceExtensions v1.0.0
  [682c06a0] + JSON v0.21.0
  [929cbde3] + LLVM v1.3.2
  [1914dd2f] + MacroTools v0.5.2
  [e1d29d7a] + Missings v0.4.3
  [872c559c] + NNlib v0.6.0
  [bac558e1] + OrderedCollections v1.1.0
  [90014a1f] + PDMats v0.9.10
  [69de0a69] + Parsers v0.3.10
  [f27b6e38] + Polynomials v0.6.0
  [2dfb63ee] + PooledArrays v0.5.2
  [1fd47b50] + QuadGK v2.1.1
  [3cdcf5f2] + RecipesBase v0.7.0
  [189a3867] + Reexport v0.2.0
  [ae029012] + Requires v0.5.2
  [79098fc4] + Rmath v0.5.1
  [1277b4bf] + ShiftedArrays v1.0.0
  [a2af1166] + SortingAlgorithms v0.3.1
  [276daf66] + SpecialFunctions v0.8.0
  [2913bbd2] + StatsBase v0.32.0
  [4c63d2b9] + StatsFuns v0.9.0
  [3eaba693] + StatsModels v0.6.7
  [3783bdb8] + TableTraits v1.0.0
  [bd369af6] + Tables v0.2.11
  [a759f4b9] + TimerOutputs v0.5.3
  [30578b45] + URIParser v0.4.0
  [2a0f44e3] + Base64 
  [ade2ca70] + Dates 
  [8bb1440f] + DelimitedFiles 
  [8ba89e20] + Distributed 
  [9fa8497b] + Future 
  [b77e0a4c] + InteractiveUtils 
  [76f85450] + LibGit2 
  [8f399da3] + Libdl 
  [37e2e46d] + LinearAlgebra 
  [56ddb016] + Logging 
  [d6f4376e] + Markdown 
  [a63ad114] + Mmap 
  [44cfe95a] + Pkg 
  [de0858da] + Printf 
  [3fa0cd96] + REPL 
  [9a3f8284] + Random 
  [ea8e919c] + SHA 
  [9e88b42a] + Serialization 
  [1a1011a3] + SharedArrays 
  [6462fe0b] + Sockets 
  [2f01184e] + SparseArrays 
  [10745b16] + Statistics 
  [4607b0f0] + SuiteSparse 
  [8dfed614] + Test 
  [cf7118a7] + UUIDs 
  [4ec0a83e] + Unicode 
  Building Rmath ───────────→ `~/.julia/packages/Rmath/4wt82/deps/build.log`
  Building SpecialFunctions → `~/.julia/packages/SpecialFunctions/ne2iw/deps/build.log`
  Building Arpack ──────────→ `~/.julia/packages/Arpack/cu5By/deps/build.log`
   Testing FixedEffectModels
 Resolving package versions...
 Installed FilePathsBase ── v0.7.0
 Installed StaticArrays ─── v0.12.1
 Installed WeakRefStrings ─ v0.6.1
 Installed LazyArrays ───── v0.14.10
 Installed CSV ──────────── v0.5.18
 Installed ArrayLayouts ─── v0.1.5
    Status `/tmp/jl_hbg3M5/Manifest.toml`
  [621f4979] AbstractFFTs v0.4.1
  [79e6a3ab] Adapt v1.0.0
  [7d9fca2a] Arpack v0.3.1
  [4c555306] ArrayLayouts v0.1.5
  [9e28174c] BinDeps v0.8.10
  [b99e7846] BinaryProvider v0.5.8
  [fa961155] CEnum v0.2.0
  [336ed68f] CSV v0.5.18
  [3895d2a7] CUDAapi v2.0.0
  [c5f51814] CUDAdrv v4.0.4
  [be33ccc6] CUDAnative v2.6.0
  [324d7699] CategoricalArrays v0.7.3
  [861a8166] Combinatorics v0.7.0
  [34da2185] Compat v2.2.0
  [3a865a2d] CuArrays v1.5.0
  [9a962f9c] DataAPI v1.1.0
  [a93c6f00] DataFrames v0.19.4
  [864edb3b] DataStructures v0.17.6
  [e2d170a0] DataValueInterfaces v1.0.0
  [31c24e10] Distributions v0.21.9
  [48062228] FilePathsBase v0.7.0
  [1a297f60] FillArrays v0.8.2
  [9d5cd8c9] FixedEffectModels v0.10.2
  [c8885935] FixedEffects v0.6.1
  [0c68f7d7] GPUArrays v2.0.0
  [41ab1584] InvertedIndices v1.0.0
  [82899510] IteratorInterfaceExtensions v1.0.0
  [682c06a0] JSON v0.21.0
  [929cbde3] LLVM v1.3.2
  [5078a376] LazyArrays v0.14.10
  [1914dd2f] MacroTools v0.5.2
  [e1d29d7a] Missings v0.4.3
  [872c559c] NNlib v0.6.0
  [bac558e1] OrderedCollections v1.1.0
  [90014a1f] PDMats v0.9.10
  [69de0a69] Parsers v0.3.10
  [f27b6e38] Polynomials v0.6.0
  [2dfb63ee] PooledArrays v0.5.2
  [1fd47b50] QuadGK v2.1.1
  [3cdcf5f2] RecipesBase v0.7.0
  [189a3867] Reexport v0.2.0
  [ae029012] Requires v0.5.2
  [79098fc4] Rmath v0.5.1
  [1277b4bf] ShiftedArrays v1.0.0
  [a2af1166] SortingAlgorithms v0.3.1
  [276daf66] SpecialFunctions v0.8.0
  [90137ffa] StaticArrays v0.12.1
  [2913bbd2] StatsBase v0.32.0
  [4c63d2b9] StatsFuns v0.9.0
  [3eaba693] StatsModels v0.6.7
  [3783bdb8] TableTraits v1.0.0
  [bd369af6] Tables v0.2.11
  [a759f4b9] TimerOutputs v0.5.3
  [30578b45] URIParser v0.4.0
  [ea10d353] WeakRefStrings v0.6.1
  [2a0f44e3] Base64  [`@stdlib/Base64`]
  [ade2ca70] Dates  [`@stdlib/Dates`]
  [8bb1440f] DelimitedFiles  [`@stdlib/DelimitedFiles`]
  [8ba89e20] Distributed  [`@stdlib/Distributed`]
  [9fa8497b] Future  [`@stdlib/Future`]
  [b77e0a4c] InteractiveUtils  [`@stdlib/InteractiveUtils`]
  [76f85450] LibGit2  [`@stdlib/LibGit2`]
  [8f399da3] Libdl  [`@stdlib/Libdl`]
  [37e2e46d] LinearAlgebra  [`@stdlib/LinearAlgebra`]
  [56ddb016] Logging  [`@stdlib/Logging`]
  [d6f4376e] Markdown  [`@stdlib/Markdown`]
  [a63ad114] Mmap  [`@stdlib/Mmap`]
  [44cfe95a] Pkg  [`@stdlib/Pkg`]
  [de0858da] Printf  [`@stdlib/Printf`]
  [3fa0cd96] REPL  [`@stdlib/REPL`]
  [9a3f8284] Random  [`@stdlib/Random`]
  [ea8e919c] SHA  [`@stdlib/SHA`]
  [9e88b42a] Serialization  [`@stdlib/Serialization`]
  [1a1011a3] SharedArrays  [`@stdlib/SharedArrays`]
  [6462fe0b] Sockets  [`@stdlib/Sockets`]
  [2f01184e] SparseArrays  [`@stdlib/SparseArrays`]
  [10745b16] Statistics  [`@stdlib/Statistics`]
  [4607b0f0] SuiteSparse  [`@stdlib/SuiteSparse`]
  [8dfed614] Test  [`@stdlib/Test`]
  [cf7118a7] UUIDs  [`@stdlib/UUIDs`]
  [4ec0a83e] Unicode  [`@stdlib/Unicode`]
Running tests:
┌ Warning: The keyword argument fe is deprecated. Instead of @model(y ~ x, fe = state + year),  write @formula(y ~ x + fe(state) + fe(year))
└ @ FixedEffectModels ~/.julia/packages/FixedEffectModels/KJFgF/src/deprecated.jl:109
┌ Warning: The keyword argument vcov is deprecated. Instead of reg(df, @model(y ~ x, vcov = cluster(State))),  write reg(df, @formula(y ~ x), Vcov.cluster(:State))
└ @ FixedEffectModels ~/.julia/packages/FixedEffectModels/KJFgF/src/deprecated.jl:116
method = :lsmr
method = :lsmr_threads
method = :lsmr_cores
	PASSED: fit.jl
                                 Linear Model                                 
===============================================================================
Number of obs:                    1380   Degrees of freedom:                  3
R2:                              0.034   R2 Adjusted:                     0.033
F Statistic:                    48.201   p-value:                         0.000
===============================================================================
                Estimate   Std.Error  t value Pr(>|t|)   Lower 95%    Upper 95%
-------------------------------------------------------------------------------
NDI          -0.00119999 0.000172842 -6.94269    0.000 -0.00153905 -0.000860924
(Intercept)      132.981     1.53772   86.479    0.000     129.964      135.997
===============================================================================
                               IV Model                               
======================================================================
Number of obs:                1380  Degrees of freedom:              4
R2:                          0.166  R2 Adjusted:                 0.165
F Statistic:               89.5139  p-value:                     0.000
First Stage F-stat (KP):   4112.37  First Stage p-val (KP):      0.000
======================================================================
              Estimate Std.Error  t value Pr(>|t|) Lower 95% Upper 95%
----------------------------------------------------------------------
CPI           0.570525 0.0756636  7.54029    0.000  0.422097  0.718954
Price        -0.686465 0.0666652 -10.2972    0.000 -0.817242 -0.555689
(Intercept)    129.122   1.88108  68.6426    0.000   125.432   132.812
======================================================================
                       Fixed Effect Model                       
================================================================
Number of obs:             1380  Degrees of freedom:          47
R2:                       0.768  R2 Adjusted:              0.760
F Statistic:            458.458  p-value:                  0.000
R2 within:                0.256  Iterations:                   1
Converged:                 true  
================================================================
       Estimate  Std.Error  t value Pr(>|t|) Lower 95% Upper 95%
----------------------------------------------------------------
Price  -0.20984 0.00980029 -21.4116    0.000 -0.229066 -0.190615
================================================================
                     IV Fixed Effect Model                     
================================================================
Number of obs:             1380  Degrees of freedom:          48
R2:                       0.809  R2 Adjusted:              0.802
F Statistic:            367.557  p-value:                  0.000
First Stage F-stat (KP): 7521.5  First Stage p-val (KP):   0.000
R2 within:                0.387  Iterations:                   1
Converged:                 true  
================================================================
        Estimate Std.Error  t value Pr(>|t|) Lower 95% Upper 95%
----------------------------------------------------------------
CPI     0.562653 0.0372877  15.0895    0.000  0.489504  0.635802
Price  -0.679249 0.0328882 -20.6533    0.000 -0.743768 -0.614731
================================================================
	PASSED: predict.jl
	PASSED: partial_out.jl
┌ Warning: estimated covariance matrix of moment conditions not of full rank.
│                  model tests should be interpreted with caution.
└ @ FixedEffectModels.Vcov ~/.julia/packages/FixedEffectModels/KJFgF/src/vcov/utils.jl:5
   Testing FixedEffectModels tests passed 

Results with Julia v1.3.0

Testing was successful. Last evaluation was ago and took 12 minutes, 1 second.

Click here to download the log file.

 Resolving package versions...
 Installed URIParser ─────────────────── v0.4.0
 Installed SortingAlgorithms ─────────── v0.3.1
 Installed Arpack ────────────────────── v0.3.1
 Installed NNlib ─────────────────────── v0.6.0
 Installed QuadGK ────────────────────── v2.1.1
 Installed DataStructures ────────────── v0.17.6
 Installed FixedEffectModels ─────────── v0.10.2
 Installed LLVM ──────────────────────── v1.3.2
 Installed CategoricalArrays ─────────── v0.7.3
 Installed Compat ────────────────────── v2.2.0
 Installed InvertedIndices ───────────── v1.0.0
 Installed Parsers ───────────────────── v0.3.10
 Installed StatsFuns ─────────────────── v0.9.0
 Installed BinaryProvider ────────────── v0.5.8
 Installed Combinatorics ─────────────── v0.7.0
 Installed Distributions ─────────────── v0.21.9
 Installed MacroTools ────────────────── v0.5.2
 Installed Missings ──────────────────── v0.4.3
 Installed Rmath ─────────────────────── v0.5.1
 Installed OrderedCollections ────────── v1.1.0
 Installed CEnum ─────────────────────── v0.2.0
 Installed SpecialFunctions ──────────── v0.8.0
 Installed TableTraits ───────────────── v1.0.0
 Installed TimerOutputs ──────────────── v0.5.3
 Installed RecipesBase ───────────────── v0.7.0
 Installed JSON ──────────────────────── v0.21.0
 Installed BinDeps ───────────────────── v0.8.10
 Installed CuArrays ──────────────────── v1.5.0
 Installed ShiftedArrays ─────────────── v1.0.0
 Installed DataAPI ───────────────────── v1.1.0
 Installed GPUArrays ─────────────────── v2.0.0
 Installed Tables ────────────────────── v0.2.11
 Installed Adapt ─────────────────────── v1.0.0
 Installed Polynomials ───────────────── v0.6.0
 Installed CUDAdrv ───────────────────── v4.0.4
 Installed DataValueInterfaces ───────── v1.0.0
 Installed CUDAnative ────────────────── v2.6.0
 Installed StatsModels ───────────────── v0.6.7
 Installed Requires ──────────────────── v0.5.2
 Installed CUDAapi ───────────────────── v2.0.0
 Installed IteratorInterfaceExtensions ─ v1.0.0
 Installed FixedEffects ──────────────── v0.6.1
 Installed PooledArrays ──────────────── v0.5.2
 Installed PDMats ────────────────────── v0.9.10
 Installed AbstractFFTs ──────────────── v0.4.1
 Installed StatsBase ─────────────────── v0.32.0
 Installed Reexport ──────────────────── v0.2.0
 Installed FillArrays ────────────────── v0.8.2
 Installed DataFrames ────────────────── v0.19.4
  Updating `~/.julia/environments/v1.3/Project.toml`
  [9d5cd8c9] + FixedEffectModels v0.10.2
  Updating `~/.julia/environments/v1.3/Manifest.toml`
  [621f4979] + AbstractFFTs v0.4.1
  [79e6a3ab] + Adapt v1.0.0
  [7d9fca2a] + Arpack v0.3.1
  [9e28174c] + BinDeps v0.8.10
  [b99e7846] + BinaryProvider v0.5.8
  [fa961155] + CEnum v0.2.0
  [3895d2a7] + CUDAapi v2.0.0
  [c5f51814] + CUDAdrv v4.0.4
  [be33ccc6] + CUDAnative v2.6.0
  [324d7699] + CategoricalArrays v0.7.3
  [861a8166] + Combinatorics v0.7.0
  [34da2185] + Compat v2.2.0
  [3a865a2d] + CuArrays v1.5.0
  [9a962f9c] + DataAPI v1.1.0
  [a93c6f00] + DataFrames v0.19.4
  [864edb3b] + DataStructures v0.17.6
  [e2d170a0] + DataValueInterfaces v1.0.0
  [31c24e10] + Distributions v0.21.9
  [1a297f60] + FillArrays v0.8.2
  [9d5cd8c9] + FixedEffectModels v0.10.2
  [c8885935] + FixedEffects v0.6.1
  [0c68f7d7] + GPUArrays v2.0.0
  [41ab1584] + InvertedIndices v1.0.0
  [82899510] + IteratorInterfaceExtensions v1.0.0
  [682c06a0] + JSON v0.21.0
  [929cbde3] + LLVM v1.3.2
  [1914dd2f] + MacroTools v0.5.2
  [e1d29d7a] + Missings v0.4.3
  [872c559c] + NNlib v0.6.0
  [bac558e1] + OrderedCollections v1.1.0
  [90014a1f] + PDMats v0.9.10
  [69de0a69] + Parsers v0.3.10
  [f27b6e38] + Polynomials v0.6.0
  [2dfb63ee] + PooledArrays v0.5.2
  [1fd47b50] + QuadGK v2.1.1
  [3cdcf5f2] + RecipesBase v0.7.0
  [189a3867] + Reexport v0.2.0
  [ae029012] + Requires v0.5.2
  [79098fc4] + Rmath v0.5.1
  [1277b4bf] + ShiftedArrays v1.0.0
  [a2af1166] + SortingAlgorithms v0.3.1
  [276daf66] + SpecialFunctions v0.8.0
  [2913bbd2] + StatsBase v0.32.0
  [4c63d2b9] + StatsFuns v0.9.0
  [3eaba693] + StatsModels v0.6.7
  [3783bdb8] + TableTraits v1.0.0
  [bd369af6] + Tables v0.2.11
  [a759f4b9] + TimerOutputs v0.5.3
  [30578b45] + URIParser v0.4.0
  [2a0f44e3] + Base64 
  [ade2ca70] + Dates 
  [8bb1440f] + DelimitedFiles 
  [8ba89e20] + Distributed 
  [9fa8497b] + Future 
  [b77e0a4c] + InteractiveUtils 
  [76f85450] + LibGit2 
  [8f399da3] + Libdl 
  [37e2e46d] + LinearAlgebra 
  [56ddb016] + Logging 
  [d6f4376e] + Markdown 
  [a63ad114] + Mmap 
  [44cfe95a] + Pkg 
  [de0858da] + Printf 
  [3fa0cd96] + REPL 
  [9a3f8284] + Random 
  [ea8e919c] + SHA 
  [9e88b42a] + Serialization 
  [1a1011a3] + SharedArrays 
  [6462fe0b] + Sockets 
  [2f01184e] + SparseArrays 
  [10745b16] + Statistics 
  [4607b0f0] + SuiteSparse 
  [8dfed614] + Test 
  [cf7118a7] + UUIDs 
  [4ec0a83e] + Unicode 
  Building Arpack ──────────→ `~/.julia/packages/Arpack/cu5By/deps/build.log`
  Building Rmath ───────────→ `~/.julia/packages/Rmath/4wt82/deps/build.log`
  Building SpecialFunctions → `~/.julia/packages/SpecialFunctions/ne2iw/deps/build.log`
   Testing FixedEffectModels
 Resolving package versions...
 Installed FilePathsBase ── v0.7.0
 Installed ArrayLayouts ─── v0.1.5
 Installed WeakRefStrings ─ v0.6.1
 Installed LazyArrays ───── v0.14.10
 Installed StaticArrays ─── v0.12.1
 Installed CSV ──────────── v0.5.18
    Status `/tmp/jl_EDmWGL/Manifest.toml`
  [621f4979] AbstractFFTs v0.4.1
  [79e6a3ab] Adapt v1.0.0
  [7d9fca2a] Arpack v0.3.1
  [4c555306] ArrayLayouts v0.1.5
  [9e28174c] BinDeps v0.8.10
  [b99e7846] BinaryProvider v0.5.8
  [fa961155] CEnum v0.2.0
  [336ed68f] CSV v0.5.18
  [3895d2a7] CUDAapi v2.0.0
  [c5f51814] CUDAdrv v4.0.4
  [be33ccc6] CUDAnative v2.6.0
  [324d7699] CategoricalArrays v0.7.3
  [861a8166] Combinatorics v0.7.0
  [34da2185] Compat v2.2.0
  [3a865a2d] CuArrays v1.5.0
  [9a962f9c] DataAPI v1.1.0
  [a93c6f00] DataFrames v0.19.4
  [864edb3b] DataStructures v0.17.6
  [e2d170a0] DataValueInterfaces v1.0.0
  [31c24e10] Distributions v0.21.9
  [48062228] FilePathsBase v0.7.0
  [1a297f60] FillArrays v0.8.2
  [9d5cd8c9] FixedEffectModels v0.10.2
  [c8885935] FixedEffects v0.6.1
  [0c68f7d7] GPUArrays v2.0.0
  [41ab1584] InvertedIndices v1.0.0
  [82899510] IteratorInterfaceExtensions v1.0.0
  [682c06a0] JSON v0.21.0
  [929cbde3] LLVM v1.3.2
  [5078a376] LazyArrays v0.14.10
  [1914dd2f] MacroTools v0.5.2
  [e1d29d7a] Missings v0.4.3
  [872c559c] NNlib v0.6.0
  [bac558e1] OrderedCollections v1.1.0
  [90014a1f] PDMats v0.9.10
  [69de0a69] Parsers v0.3.10
  [f27b6e38] Polynomials v0.6.0
  [2dfb63ee] PooledArrays v0.5.2
  [1fd47b50] QuadGK v2.1.1
  [3cdcf5f2] RecipesBase v0.7.0
  [189a3867] Reexport v0.2.0
  [ae029012] Requires v0.5.2
  [79098fc4] Rmath v0.5.1
  [1277b4bf] ShiftedArrays v1.0.0
  [a2af1166] SortingAlgorithms v0.3.1
  [276daf66] SpecialFunctions v0.8.0
  [90137ffa] StaticArrays v0.12.1
  [2913bbd2] StatsBase v0.32.0
  [4c63d2b9] StatsFuns v0.9.0
  [3eaba693] StatsModels v0.6.7
  [3783bdb8] TableTraits v1.0.0
  [bd369af6] Tables v0.2.11
  [a759f4b9] TimerOutputs v0.5.3
  [30578b45] URIParser v0.4.0
  [ea10d353] WeakRefStrings v0.6.1
  [2a0f44e3] Base64  [`@stdlib/Base64`]
  [ade2ca70] Dates  [`@stdlib/Dates`]
  [8bb1440f] DelimitedFiles  [`@stdlib/DelimitedFiles`]
  [8ba89e20] Distributed  [`@stdlib/Distributed`]
  [9fa8497b] Future  [`@stdlib/Future`]
  [b77e0a4c] InteractiveUtils  [`@stdlib/InteractiveUtils`]
  [76f85450] LibGit2  [`@stdlib/LibGit2`]
  [8f399da3] Libdl  [`@stdlib/Libdl`]
  [37e2e46d] LinearAlgebra  [`@stdlib/LinearAlgebra`]
  [56ddb016] Logging  [`@stdlib/Logging`]
  [d6f4376e] Markdown  [`@stdlib/Markdown`]
  [a63ad114] Mmap  [`@stdlib/Mmap`]
  [44cfe95a] Pkg  [`@stdlib/Pkg`]
  [de0858da] Printf  [`@stdlib/Printf`]
  [3fa0cd96] REPL  [`@stdlib/REPL`]
  [9a3f8284] Random  [`@stdlib/Random`]
  [ea8e919c] SHA  [`@stdlib/SHA`]
  [9e88b42a] Serialization  [`@stdlib/Serialization`]
  [1a1011a3] SharedArrays  [`@stdlib/SharedArrays`]
  [6462fe0b] Sockets  [`@stdlib/Sockets`]
  [2f01184e] SparseArrays  [`@stdlib/SparseArrays`]
  [10745b16] Statistics  [`@stdlib/Statistics`]
  [4607b0f0] SuiteSparse  [`@stdlib/SuiteSparse`]
  [8dfed614] Test  [`@stdlib/Test`]
  [cf7118a7] UUIDs  [`@stdlib/UUIDs`]
  [4ec0a83e] Unicode  [`@stdlib/Unicode`]
Running tests:
┌ Warning: The keyword argument fe is deprecated. Instead of @model(y ~ x, fe = state + year),  write @formula(y ~ x + fe(state) + fe(year))
└ @ FixedEffectModels ~/.julia/packages/FixedEffectModels/KJFgF/src/deprecated.jl:109
┌ Warning: The keyword argument vcov is deprecated. Instead of reg(df, @model(y ~ x, vcov = cluster(State))),  write reg(df, @formula(y ~ x), Vcov.cluster(:State))
└ @ FixedEffectModels ~/.julia/packages/FixedEffectModels/KJFgF/src/deprecated.jl:116
method = :lsmr
method = :lsmr_threads
method = :lsmr_cores
	PASSED: fit.jl
                                 Linear Model                                 
===============================================================================
Number of obs:                    1380   Degrees of freedom:                  3
R2:                              0.034   R2 Adjusted:                     0.033
F Statistic:                    48.201   p-value:                         0.000
===============================================================================
                Estimate   Std.Error  t value Pr(>|t|)   Lower 95%    Upper 95%
-------------------------------------------------------------------------------
NDI          -0.00119999 0.000172842 -6.94269    0.000 -0.00153905 -0.000860924
(Intercept)      132.981     1.53772   86.479    0.000     129.964      135.997
===============================================================================
                               IV Model                               
======================================================================
Number of obs:                1380  Degrees of freedom:              4
R2:                          0.166  R2 Adjusted:                 0.165
F Statistic:               89.5139  p-value:                     0.000
First Stage F-stat (KP):   4112.37  First Stage p-val (KP):      0.000
======================================================================
              Estimate Std.Error  t value Pr(>|t|) Lower 95% Upper 95%
----------------------------------------------------------------------
CPI           0.570525 0.0756636  7.54029    0.000  0.422097  0.718954
Price        -0.686465 0.0666652 -10.2972    0.000 -0.817242 -0.555689
(Intercept)    129.122   1.88108  68.6426    0.000   125.432   132.812
======================================================================
                       Fixed Effect Model                       
================================================================
Number of obs:             1380  Degrees of freedom:          47
R2:                       0.768  R2 Adjusted:              0.760
F Statistic:            458.458  p-value:                  0.000
R2 within:                0.256  Iterations:                   1
Converged:                 true  
================================================================
       Estimate  Std.Error  t value Pr(>|t|) Lower 95% Upper 95%
----------------------------------------------------------------
Price  -0.20984 0.00980029 -21.4116    0.000 -0.229066 -0.190615
================================================================
                     IV Fixed Effect Model                     
================================================================
Number of obs:             1380  Degrees of freedom:          48
R2:                       0.809  R2 Adjusted:              0.802
F Statistic:            367.557  p-value:                  0.000
First Stage F-stat (KP): 7521.5  First Stage p-val (KP):   0.000
R2 within:                0.387  Iterations:                   1
Converged:                 true  
================================================================
        Estimate Std.Error  t value Pr(>|t|) Lower 95% Upper 95%
----------------------------------------------------------------
CPI     0.562653 0.0372877  15.0895    0.000  0.489504  0.635802
Price  -0.679249 0.0328882 -20.6533    0.000 -0.743768 -0.614731
================================================================
	PASSED: predict.jl
	PASSED: partial_out.jl
┌ Warning: estimated covariance matrix of moment conditions not of full rank.
│                  model tests should be interpreted with caution.
└ @ FixedEffectModels.Vcov ~/.julia/packages/FixedEffectModels/KJFgF/src/vcov/utils.jl:5
   Testing FixedEffectModels tests passed 

Results with Julia v1.3.1-pre-7704df0a5a

Testing was successful. Last evaluation was ago and took 10 minutes, 57 seconds.

Click here to download the log file.

 Resolving package versions...
 Installed Adapt ─────────────────────── v1.0.0
 Installed Tables ────────────────────── v0.2.11
 Installed StatsModels ───────────────── v0.6.7
 Installed QuadGK ────────────────────── v2.1.1
 Installed DataStructures ────────────── v0.17.6
 Installed FixedEffects ──────────────── v0.6.1
 Installed FixedEffectModels ─────────── v0.10.2
 Installed CuArrays ──────────────────── v1.5.0
 Installed SpecialFunctions ──────────── v0.8.0
 Installed Polynomials ───────────────── v0.6.0
 Installed DataFrames ────────────────── v0.19.4
 Installed BinDeps ───────────────────── v0.8.10
 Installed GPUArrays ─────────────────── v2.0.0
 Installed MacroTools ────────────────── v0.5.2
 Installed StatsBase ─────────────────── v0.32.0
 Installed Compat ────────────────────── v2.2.0
 Installed FillArrays ────────────────── v0.8.2
 Installed URIParser ─────────────────── v0.4.0
 Installed Arpack ────────────────────── v0.3.1
 Installed TableTraits ───────────────── v1.0.0
 Installed Missings ──────────────────── v0.4.3
 Installed ShiftedArrays ─────────────── v1.0.0
 Installed PooledArrays ──────────────── v0.5.2
 Installed BinaryProvider ────────────── v0.5.8
 Installed StatsFuns ─────────────────── v0.9.0
 Installed CEnum ─────────────────────── v0.2.0
 Installed NNlib ─────────────────────── v0.6.0
 Installed InvertedIndices ───────────── v1.0.0
 Installed Rmath ─────────────────────── v0.5.1
 Installed LLVM ──────────────────────── v1.3.2
 Installed DataValueInterfaces ───────── v1.0.0
 Installed CUDAnative ────────────────── v2.6.0
 Installed Requires ──────────────────── v0.5.2
 Installed Combinatorics ─────────────── v0.7.0
 Installed Reexport ──────────────────── v0.2.0
 Installed AbstractFFTs ──────────────── v0.4.1
 Installed RecipesBase ───────────────── v0.7.0
 Installed CategoricalArrays ─────────── v0.7.3
 Installed CUDAapi ───────────────────── v2.0.0
 Installed JSON ──────────────────────── v0.21.0
 Installed IteratorInterfaceExtensions ─ v1.0.0
 Installed Distributions ─────────────── v0.21.9
 Installed OrderedCollections ────────── v1.1.0
 Installed CUDAdrv ───────────────────── v4.0.4
 Installed PDMats ────────────────────── v0.9.10
 Installed SortingAlgorithms ─────────── v0.3.1
 Installed TimerOutputs ──────────────── v0.5.3
 Installed Parsers ───────────────────── v0.3.10
 Installed DataAPI ───────────────────── v1.1.0
  Updating `~/.julia/environments/v1.3/Project.toml`
  [9d5cd8c9] + FixedEffectModels v0.10.2
  Updating `~/.julia/environments/v1.3/Manifest.toml`
  [621f4979] + AbstractFFTs v0.4.1
  [79e6a3ab] + Adapt v1.0.0
  [7d9fca2a] + Arpack v0.3.1
  [9e28174c] + BinDeps v0.8.10
  [b99e7846] + BinaryProvider v0.5.8
  [fa961155] + CEnum v0.2.0
  [3895d2a7] + CUDAapi v2.0.0
  [c5f51814] + CUDAdrv v4.0.4
  [be33ccc6] + CUDAnative v2.6.0
  [324d7699] + CategoricalArrays v0.7.3
  [861a8166] + Combinatorics v0.7.0
  [34da2185] + Compat v2.2.0
  [3a865a2d] + CuArrays v1.5.0
  [9a962f9c] + DataAPI v1.1.0
  [a93c6f00] + DataFrames v0.19.4
  [864edb3b] + DataStructures v0.17.6
  [e2d170a0] + DataValueInterfaces v1.0.0
  [31c24e10] + Distributions v0.21.9
  [1a297f60] + FillArrays v0.8.2
  [9d5cd8c9] + FixedEffectModels v0.10.2
  [c8885935] + FixedEffects v0.6.1
  [0c68f7d7] + GPUArrays v2.0.0
  [41ab1584] + InvertedIndices v1.0.0
  [82899510] + IteratorInterfaceExtensions v1.0.0
  [682c06a0] + JSON v0.21.0
  [929cbde3] + LLVM v1.3.2
  [1914dd2f] + MacroTools v0.5.2
  [e1d29d7a] + Missings v0.4.3
  [872c559c] + NNlib v0.6.0
  [bac558e1] + OrderedCollections v1.1.0
  [90014a1f] + PDMats v0.9.10
  [69de0a69] + Parsers v0.3.10
  [f27b6e38] + Polynomials v0.6.0
  [2dfb63ee] + PooledArrays v0.5.2
  [1fd47b50] + QuadGK v2.1.1
  [3cdcf5f2] + RecipesBase v0.7.0
  [189a3867] + Reexport v0.2.0
  [ae029012] + Requires v0.5.2
  [79098fc4] + Rmath v0.5.1
  [1277b4bf] + ShiftedArrays v1.0.0
  [a2af1166] + SortingAlgorithms v0.3.1
  [276daf66] + SpecialFunctions v0.8.0
  [2913bbd2] + StatsBase v0.32.0
  [4c63d2b9] + StatsFuns v0.9.0
  [3eaba693] + StatsModels v0.6.7
  [3783bdb8] + TableTraits v1.0.0
  [bd369af6] + Tables v0.2.11
  [a759f4b9] + TimerOutputs v0.5.3
  [30578b45] + URIParser v0.4.0
  [2a0f44e3] + Base64 
  [ade2ca70] + Dates 
  [8bb1440f] + DelimitedFiles 
  [8ba89e20] + Distributed 
  [9fa8497b] + Future 
  [b77e0a4c] + InteractiveUtils 
  [76f85450] + LibGit2 
  [8f399da3] + Libdl 
  [37e2e46d] + LinearAlgebra 
  [56ddb016] + Logging 
  [d6f4376e] + Markdown 
  [a63ad114] + Mmap 
  [44cfe95a] + Pkg 
  [de0858da] + Printf 
  [3fa0cd96] + REPL 
  [9a3f8284] + Random 
  [ea8e919c] + SHA 
  [9e88b42a] + Serialization 
  [1a1011a3] + SharedArrays 
  [6462fe0b] + Sockets 
  [2f01184e] + SparseArrays 
  [10745b16] + Statistics 
  [4607b0f0] + SuiteSparse 
  [8dfed614] + Test 
  [cf7118a7] + UUIDs 
  [4ec0a83e] + Unicode 
  Building SpecialFunctions → `~/.julia/packages/SpecialFunctions/ne2iw/deps/build.log`
  Building Arpack ──────────→ `~/.julia/packages/Arpack/cu5By/deps/build.log`
  Building Rmath ───────────→ `~/.julia/packages/Rmath/4wt82/deps/build.log`
   Testing FixedEffectModels
 Resolving package versions...
 Installed WeakRefStrings ─ v0.6.1
 Installed ArrayLayouts ─── v0.1.5
 Installed FilePathsBase ── v0.7.0
 Installed StaticArrays ─── v0.12.1
 Installed LazyArrays ───── v0.14.10
 Installed CSV ──────────── v0.5.18
    Status `/tmp/jl_legNg7/Manifest.toml`
  [621f4979] AbstractFFTs v0.4.1
  [79e6a3ab] Adapt v1.0.0
  [7d9fca2a] Arpack v0.3.1
  [4c555306] ArrayLayouts v0.1.5
  [9e28174c] BinDeps v0.8.10
  [b99e7846] BinaryProvider v0.5.8
  [fa961155] CEnum v0.2.0
  [336ed68f] CSV v0.5.18
  [3895d2a7] CUDAapi v2.0.0
  [c5f51814] CUDAdrv v4.0.4
  [be33ccc6] CUDAnative v2.6.0
  [324d7699] CategoricalArrays v0.7.3
  [861a8166] Combinatorics v0.7.0
  [34da2185] Compat v2.2.0
  [3a865a2d] CuArrays v1.5.0
  [9a962f9c] DataAPI v1.1.0
  [a93c6f00] DataFrames v0.19.4
  [864edb3b] DataStructures v0.17.6
  [e2d170a0] DataValueInterfaces v1.0.0
  [31c24e10] Distributions v0.21.9
  [48062228] FilePathsBase v0.7.0
  [1a297f60] FillArrays v0.8.2
  [9d5cd8c9] FixedEffectModels v0.10.2
  [c8885935] FixedEffects v0.6.1
  [0c68f7d7] GPUArrays v2.0.0
  [41ab1584] InvertedIndices v1.0.0
  [82899510] IteratorInterfaceExtensions v1.0.0
  [682c06a0] JSON v0.21.0
  [929cbde3] LLVM v1.3.2
  [5078a376] LazyArrays v0.14.10
  [1914dd2f] MacroTools v0.5.2
  [e1d29d7a] Missings v0.4.3
  [872c559c] NNlib v0.6.0
  [bac558e1] OrderedCollections v1.1.0
  [90014a1f] PDMats v0.9.10
  [69de0a69] Parsers v0.3.10
  [f27b6e38] Polynomials v0.6.0
  [2dfb63ee] PooledArrays v0.5.2
  [1fd47b50] QuadGK v2.1.1
  [3cdcf5f2] RecipesBase v0.7.0
  [189a3867] Reexport v0.2.0
  [ae029012] Requires v0.5.2
  [79098fc4] Rmath v0.5.1
  [1277b4bf] ShiftedArrays v1.0.0
  [a2af1166] SortingAlgorithms v0.3.1
  [276daf66] SpecialFunctions v0.8.0
  [90137ffa] StaticArrays v0.12.1
  [2913bbd2] StatsBase v0.32.0
  [4c63d2b9] StatsFuns v0.9.0
  [3eaba693] StatsModels v0.6.7
  [3783bdb8] TableTraits v1.0.0
  [bd369af6] Tables v0.2.11
  [a759f4b9] TimerOutputs v0.5.3
  [30578b45] URIParser v0.4.0
  [ea10d353] WeakRefStrings v0.6.1
  [2a0f44e3] Base64  [`@stdlib/Base64`]
  [ade2ca70] Dates  [`@stdlib/Dates`]
  [8bb1440f] DelimitedFiles  [`@stdlib/DelimitedFiles`]
  [8ba89e20] Distributed  [`@stdlib/Distributed`]
  [9fa8497b] Future  [`@stdlib/Future`]
  [b77e0a4c] InteractiveUtils  [`@stdlib/InteractiveUtils`]
  [76f85450] LibGit2  [`@stdlib/LibGit2`]
  [8f399da3] Libdl  [`@stdlib/Libdl`]
  [37e2e46d] LinearAlgebra  [`@stdlib/LinearAlgebra`]
  [56ddb016] Logging  [`@stdlib/Logging`]
  [d6f4376e] Markdown  [`@stdlib/Markdown`]
  [a63ad114] Mmap  [`@stdlib/Mmap`]
  [44cfe95a] Pkg  [`@stdlib/Pkg`]
  [de0858da] Printf  [`@stdlib/Printf`]
  [3fa0cd96] REPL  [`@stdlib/REPL`]
  [9a3f8284] Random  [`@stdlib/Random`]
  [ea8e919c] SHA  [`@stdlib/SHA`]
  [9e88b42a] Serialization  [`@stdlib/Serialization`]
  [1a1011a3] SharedArrays  [`@stdlib/SharedArrays`]
  [6462fe0b] Sockets  [`@stdlib/Sockets`]
  [2f01184e] SparseArrays  [`@stdlib/SparseArrays`]
  [10745b16] Statistics  [`@stdlib/Statistics`]
  [4607b0f0] SuiteSparse  [`@stdlib/SuiteSparse`]
  [8dfed614] Test  [`@stdlib/Test`]
  [cf7118a7] UUIDs  [`@stdlib/UUIDs`]
  [4ec0a83e] Unicode  [`@stdlib/Unicode`]
Running tests:
┌ Warning: The keyword argument fe is deprecated. Instead of @model(y ~ x, fe = state + year),  write @formula(y ~ x + fe(state) + fe(year))
└ @ FixedEffectModels ~/.julia/packages/FixedEffectModels/KJFgF/src/deprecated.jl:109
┌ Warning: The keyword argument vcov is deprecated. Instead of reg(df, @model(y ~ x, vcov = cluster(State))),  write reg(df, @formula(y ~ x), Vcov.cluster(:State))
└ @ FixedEffectModels ~/.julia/packages/FixedEffectModels/KJFgF/src/deprecated.jl:116
method = :lsmr
method = :lsmr_threads
method = :lsmr_cores
	PASSED: fit.jl
                                 Linear Model                                 
===============================================================================
Number of obs:                    1380   Degrees of freedom:                  3
R2:                              0.034   R2 Adjusted:                     0.033
F Statistic:                    48.201   p-value:                         0.000
===============================================================================
                Estimate   Std.Error  t value Pr(>|t|)   Lower 95%    Upper 95%
-------------------------------------------------------------------------------
NDI          -0.00119999 0.000172842 -6.94269    0.000 -0.00153905 -0.000860924
(Intercept)      132.981     1.53772   86.479    0.000     129.964      135.997
===============================================================================
                               IV Model                               
======================================================================
Number of obs:                1380  Degrees of freedom:              4
R2:                          0.166  R2 Adjusted:                 0.165
F Statistic:               89.5139  p-value:                     0.000
First Stage F-stat (KP):   4112.37  First Stage p-val (KP):      0.000
======================================================================
              Estimate Std.Error  t value Pr(>|t|) Lower 95% Upper 95%
----------------------------------------------------------------------
CPI           0.570525 0.0756636  7.54029    0.000  0.422097  0.718954
Price        -0.686465 0.0666652 -10.2972    0.000 -0.817242 -0.555689
(Intercept)    129.122   1.88108  68.6426    0.000   125.432   132.812
======================================================================
                       Fixed Effect Model                       
================================================================
Number of obs:             1380  Degrees of freedom:          47
R2:                       0.768  R2 Adjusted:              0.760
F Statistic:            458.458  p-value:                  0.000
R2 within:                0.256  Iterations:                   1
Converged:                 true  
================================================================
       Estimate  Std.Error  t value Pr(>|t|) Lower 95% Upper 95%
----------------------------------------------------------------
Price  -0.20984 0.00980029 -21.4116    0.000 -0.229066 -0.190615
================================================================
                     IV Fixed Effect Model                     
================================================================
Number of obs:             1380  Degrees of freedom:          48
R2:                       0.809  R2 Adjusted:              0.802
F Statistic:            367.557  p-value:                  0.000
First Stage F-stat (KP): 7521.5  First Stage p-val (KP):   0.000
R2 within:                0.387  Iterations:                   1
Converged:                 true  
================================================================
        Estimate Std.Error  t value Pr(>|t|) Lower 95% Upper 95%
----------------------------------------------------------------
CPI     0.562653 0.0372877  15.0895    0.000  0.489504  0.635802
Price  -0.679249 0.0328882 -20.6533    0.000 -0.743768 -0.614731
================================================================
	PASSED: predict.jl
	PASSED: partial_out.jl
┌ Warning: estimated covariance matrix of moment conditions not of full rank.
│                  model tests should be interpreted with caution.
└ @ FixedEffectModels.Vcov ~/.julia/packages/FixedEffectModels/KJFgF/src/vcov/utils.jl:5
   Testing FixedEffectModels tests passed