diff --git a/Manifest.toml b/Manifest.toml
index 32450df..6f46cf9 100644
--- a/Manifest.toml
+++ b/Manifest.toml
@@ -255,9 +255,9 @@ version = "1.5.0"
 
 [[deps.Bijectors]]
 deps = ["ArgCheck", "ChainRules", "ChainRulesCore", "ChangesOfVariables", "Compat", "Distributions", "Functors", "InverseFunctions", "IrrationalConstants", "LinearAlgebra", "LogExpFunctions", "MappedArrays", "Random", "Reexport", "Requires", "Roots", "SparseArrays", "Statistics"]
-git-tree-sha1 = "2173b2974d6afb2dbc72002c51c84803c08e8aa0"
+git-tree-sha1 = "d122dca3a00d40936bd3ee04c3c0c15ea9418274"
 uuid = "76274a88-744f-5084-9051-94815aaf08c4"
-version = "0.13.13"
+version = "0.13.14"
 
     [deps.Bijectors.extensions]
     BijectorsDistributionsADExt = "DistributionsAD"
@@ -282,9 +282,9 @@ uuid = "79040ab4-24c8-4c92-950c-d48b5991a0f6"
 version = "0.1.1"
 
 [[deps.BitFlags]]
-git-tree-sha1 = "2dc09997850d68179b69dafb58ae806167a32b1b"
+git-tree-sha1 = "0691e34b3bb8be9307330f88d1a3c3f25466c24d"
 uuid = "d1d4a3ce-64b1-5f1a-9ba4-7e7e69966f35"
-version = "0.1.8"
+version = "0.1.9"
 
 [[deps.Blink]]
 deps = ["Base64", "Distributed", "HTTP", "JSExpr", "JSON", "Lazy", "Logging", "MacroTools", "Mustache", "Mux", "Pkg", "Reexport", "Sockets", "WebIO"]
@@ -644,11 +644,11 @@ version = "0.24.11"
 
 [[deps.Dynare]]
 deps = ["AbstractMCMC", "AdvancedMH", "AxisArrayTables", "AxisArrays", "BenchmarkTools", "BipartiteMatching", "CSV", "DataFrames", "Dates", "Distances", "Distributions", "DynamicHMC", "DynarePreprocessor_jll", "ExtendedDates", "FastLapackInterface", "FillArrays", "FiniteDiff", "IntervalSets", "IterativeSolvers", "JSON", "KOrderPerturbations", "KalmanFilterTools", "KernelDensity", "LineSearches", "LinearAlgebra", "LinearMaps", "LinearRationalExpectations", "LogDensityProblems", "Logging", "LoggingExtras", "MCMCChains", "MCMCDiagnosticTools", "MPI", "MUMPS", "Metaheuristics", "NLSolversBase", "Optim", "Pkg", "Plots", "PolynomialMatrixEquations", "PrecompileTools", "PrettyTables", "Printf", "ProximalOperators", "Random", "Reexport", "Requires", "Roots", "RuntimeGeneratedFunctions", "Serialization", "SparseArrays", "SpecialFunctions", "StatsFuns", "StatsPlots", "Suppressor", "Tokenize", "TransformVariables", "TransformedLogDensities"]
-git-tree-sha1 = "02f9b8ca8558827a5cd8626463969449a9b80f32"
+git-tree-sha1 = "235bb5371fdfb69ded612b68e16b036ebd313c4d"
 repo-rev = "main"
 repo-url = "https://github.com/DynareJulia/Dynare.jl.git"
 uuid = "5203de40-99df-439e-afbc-014de65cb9ef"
-version = "0.9.12"
+version = "0.9.13"
 
     [deps.Dynare.extensions]
     PardisoSolver = ["MKL", "Pardiso"]
@@ -813,9 +813,9 @@ version = "0.8.5"
 
 [[deps.Flux]]
 deps = ["Adapt", "ChainRulesCore", "Compat", "Functors", "LinearAlgebra", "MLUtils", "MacroTools", "NNlib", "OneHotArrays", "Optimisers", "Preferences", "ProgressLogging", "Random", "Reexport", "SparseArrays", "SpecialFunctions", "Statistics", "Zygote"]
-git-tree-sha1 = "a5475163b611812d073171583982c42ea48d22b0"
+git-tree-sha1 = "edacf029ed6276301e455e34d7ceeba8cc34078a"
 uuid = "587475ba-b771-5e3f-ad9e-33799f191a9c"
-version = "0.14.15"
+version = "0.14.16"
 
     [deps.Flux.extensions]
     FluxAMDGPUExt = "AMDGPU"
@@ -904,9 +904,9 @@ version = "1.9.0"
 
 [[deps.GPUArrays]]
 deps = ["Adapt", "GPUArraysCore", "LLVM", "LinearAlgebra", "Printf", "Random", "Reexport", "Serialization", "Statistics"]
-git-tree-sha1 = "38cb19b8a3e600e509dc36a6396ac74266d108c1"
+git-tree-sha1 = "c154546e322a9c73364e8a60430b0f79b812d320"
 uuid = "0c68f7d7-f131-5f86-a1c3-88cf8149b2d7"
-version = "10.1.1"
+version = "10.2.0"
 
 [[deps.GPUArraysCore]]
 deps = ["Adapt"]
@@ -916,15 +916,15 @@ version = "0.1.6"
 
 [[deps.GR]]
 deps = ["Artifacts", "Base64", "DelimitedFiles", "Downloads", "GR_jll", "HTTP", "JSON", "Libdl", "LinearAlgebra", "Preferences", "Printf", "Random", "Serialization", "Sockets", "TOML", "Tar", "Test", "p7zip_jll"]
-git-tree-sha1 = "ddda044ca260ee324c5fc07edb6d7cf3f0b9c350"
+git-tree-sha1 = "3e527447a45901ea392fe12120783ad6ec222803"
 uuid = "28b8d3ca-fb5f-59d9-8090-bfdbd6d07a71"
-version = "0.73.5"
+version = "0.73.6"
 
 [[deps.GR_jll]]
 deps = ["Artifacts", "Bzip2_jll", "Cairo_jll", "FFMPEG_jll", "Fontconfig_jll", "FreeType2_jll", "GLFW_jll", "JLLWrappers", "JpegTurbo_jll", "Libdl", "Libtiff_jll", "Pixman_jll", "Qt6Base_jll", "Zlib_jll", "libpng_jll"]
-git-tree-sha1 = "278e5e0f820178e8a26df3184fcb2280717c79b1"
+git-tree-sha1 = "182c478a179b267dd7a741b6f8f4c3e0803795d6"
 uuid = "d2c73de3-f751-5644-a686-071e5b155ba9"
-version = "0.73.5+0"
+version = "0.73.6+0"
 
 [[deps.GaussQuadrature]]
 deps = ["SpecialFunctions"]
@@ -1027,9 +1027,15 @@ version = "0.3.1"
 
 [[deps.InlineStrings]]
 deps = ["Parsers"]
-git-tree-sha1 = "9cc2baf75c6d09f9da536ddf58eb2f29dedaf461"
+git-tree-sha1 = "86356004f30f8e737eff143d57d41bd580e437aa"
 uuid = "842dd82b-1e85-43dc-bf29-5d0ee9dffc48"
-version = "1.4.0"
+version = "1.4.1"
+
+    [deps.InlineStrings.extensions]
+    ArrowTypesExt = "ArrowTypes"
+
+    [deps.InlineStrings.weakdeps]
+    ArrowTypes = "31f734f8-188a-4ce0-8406-c8a06bd891cd"
 
 [[deps.InplaceOps]]
 deps = ["LinearAlgebra", "Test"]
@@ -1160,16 +1166,16 @@ uuid = "f7e6163d-2fa5-5f23-b69c-1db539e41963"
 version = "0.2.1+0"
 
 [[deps.KalmanFilterTools]]
-deps = ["LinearAlgebra"]
-git-tree-sha1 = "b72674f8994e1c49420993455eb1ba129c22ab0a"
+deps = ["LinearAlgebra", "SparseArrays"]
+git-tree-sha1 = "4156796c2baa22f9bcf707621b4edd61d4426fec"
 uuid = "ec016732-9331-11e9-305f-d53cb440b85a"
-version = "0.1.5"
+version = "0.1.6"
 
 [[deps.KernelAbstractions]]
 deps = ["Adapt", "Atomix", "InteractiveUtils", "LinearAlgebra", "MacroTools", "PrecompileTools", "Requires", "SparseArrays", "StaticArrays", "UUIDs", "UnsafeAtomics", "UnsafeAtomicsLLVM"]
-git-tree-sha1 = "8e5a339882cc401688d79b811d923a38ba77d50a"
+git-tree-sha1 = "b8fcefe4418e4a7a2c3aaac883fecddd8efbe286"
 uuid = "63c18a36-062a-441e-b654-da1e3ab1ce7c"
-version = "0.9.20"
+version = "0.9.21"
 
     [deps.KernelAbstractions.extensions]
     EnzymeExt = "EnzymeCore"
@@ -1378,9 +1384,9 @@ version = "1.11.0"
 
 [[deps.LinearMaps]]
 deps = ["LinearAlgebra"]
-git-tree-sha1 = "9948d6f8208acfebc3e8cf4681362b2124339e7e"
+git-tree-sha1 = "ee79c3208e55786de58f8dcccca098ced79f743f"
 uuid = "7a12625a-238d-50fd-b39a-03d52299707e"
-version = "3.11.2"
+version = "3.11.3"
 weakdeps = ["ChainRulesCore", "SparseArrays", "Statistics"]
 
     [deps.LinearMaps.extensions]
@@ -1523,15 +1529,15 @@ version = "5.4.0+0"
 
 [[deps.MUMPS]]
 deps = ["Libdl", "LinearAlgebra", "MPI", "MUMPS_jll", "SparseArrays"]
-git-tree-sha1 = "948703741462da99002f4c12d391463482eed49f"
+git-tree-sha1 = "553fed80575b1b1cab70a5996ce429b316494369"
 uuid = "55d2b088-9f4e-11e9-26c0-150b02ea6a46"
-version = "1.4.0"
+version = "1.4.1"
 
 [[deps.MUMPS_jll]]
-deps = ["Artifacts", "CompilerSupportLibraries_jll", "JLLWrappers", "LazyArtifacts", "Libdl", "METIS_jll", "MPICH_jll", "MPIPreferences", "MPItrampoline_jll", "MicrosoftMPI_jll", "OpenBLAS32_jll", "OpenMPI_jll", "PARMETIS_jll", "SCALAPACK32_jll", "SCOTCH_jll", "TOML"]
-git-tree-sha1 = "15b26ab121e36c4c1a12f8ba28d7e666a27eb908"
+deps = ["Artifacts", "CompilerSupportLibraries_jll", "JLLWrappers", "LazyArtifacts", "Libdl", "METIS_jll", "MPICH_jll", "MPIPreferences", "MPItrampoline_jll", "MicrosoftMPI_jll", "OpenBLAS32_jll", "OpenMPI_jll", "PARMETIS_jll", "PTSCOTCH_jll", "SCALAPACK32_jll", "SCOTCH_jll", "TOML"]
+git-tree-sha1 = "c479875dc63a4488dd150c8c9bbfb4d16f4305fc"
 uuid = "ca64183c-ec4f-5579-95d5-17e128c21291"
-version = "5.6.1+0"
+version = "5.6.2+0"
 
 [[deps.MacroTools]]
 deps = ["Markdown", "Random"]
@@ -1617,9 +1623,9 @@ version = "1.0.19"
 
 [[deps.MutableArithmetics]]
 deps = ["LinearAlgebra", "SparseArrays", "Test"]
-git-tree-sha1 = "a3589efe0005fc4718775d8641b2de9060d23f73"
+git-tree-sha1 = "898c56fbf8bf71afb0c02146ef26f3a454e88873"
 uuid = "d8a4904e-b15c-11e9-3269-09a3773c0cb0"
-version = "1.4.4"
+version = "1.4.5"
 
 [[deps.Mux]]
 deps = ["AssetRegistry", "Base64", "HTTP", "Hiccup", "MbedTLS", "Pkg", "Sockets"]
@@ -1668,9 +1674,9 @@ version = "4.5.1"
 
 [[deps.NNlib]]
 deps = ["Adapt", "Atomix", "ChainRulesCore", "GPUArraysCore", "KernelAbstractions", "LinearAlgebra", "Pkg", "Random", "Requires", "Statistics"]
-git-tree-sha1 = "3d4617f943afe6410206a5294a95948c8d1b35bd"
+git-tree-sha1 = "78de319bce99d1d8c1d4fe5401f7cfc2627df396"
 uuid = "872c559c-99b0-510c-b3b7-b6c96a88d5cd"
-version = "0.9.17"
+version = "0.9.18"
 
     [deps.NNlib.extensions]
     NNlibAMDGPUExt = "AMDGPU"
@@ -1709,9 +1715,9 @@ version = "1.0.0"
 
 [[deps.NearestNeighbors]]
 deps = ["Distances", "StaticArrays"]
-git-tree-sha1 = "ded64ff6d4fdd1cb68dfcbb818c69e144a5b2e4c"
+git-tree-sha1 = "91a67b4d73842da90b526011fa85c5c4c9343fe0"
 uuid = "b8a86587-4115-5ab1-83bc-aa920d37bbce"
-version = "0.4.16"
+version = "0.4.18"
 
 [[deps.NetworkOptions]]
 uuid = "ca575930-c2e3-43a9-ace4-1e988b2c1908"
@@ -1719,9 +1725,9 @@ version = "1.2.0"
 
 [[deps.OSQP]]
 deps = ["Libdl", "LinearAlgebra", "MathOptInterface", "OSQP_jll", "SparseArrays"]
-git-tree-sha1 = "3514d0aff03027a9c1b0b312151619c9feec412a"
+git-tree-sha1 = "50faf456a64ac1ca097b78bcdf288d94708adcdd"
 uuid = "ab2f91bb-94b4-55e3-9ba0-7f65df51de79"
-version = "0.8.0"
+version = "0.8.1"
 
 [[deps.OSQP_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"]
@@ -1839,6 +1845,12 @@ git-tree-sha1 = "949347156c25054de2db3b166c52ac4728cbad65"
 uuid = "90014a1f-27ba-587c-ab20-58faa44d9150"
 version = "0.11.31"
 
+[[deps.PTSCOTCH_jll]]
+deps = ["Artifacts", "Bzip2_jll", "CompilerSupportLibraries_jll", "JLLWrappers", "LazyArtifacts", "Libdl", "MPICH_jll", "MPIPreferences", "MPItrampoline_jll", "MicrosoftMPI_jll", "OpenMPI_jll", "SCOTCH_jll", "TOML", "XZ_jll", "Zlib_jll"]
+git-tree-sha1 = "4b28fd2a3a28152a679a2770ad74446103f9ed57"
+uuid = "b3ec0f5a-9838-5c9b-9e77-5f2c6a4b089f"
+version = "7.0.4+0"
+
 [[deps.PackageCompiler]]
 deps = ["Artifacts", "Glob", "LazyArtifacts", "Libdl", "Pkg", "Printf", "RelocatableFolders", "TOML", "UUIDs", "p7zip_jll"]
 git-tree-sha1 = "48d4429862157ad5500c4f61444db1b8c32e0a2b"
@@ -2043,9 +2055,9 @@ version = "1.2.0"
 
 [[deps.Qt6Base_jll]]
 deps = ["Artifacts", "CompilerSupportLibraries_jll", "Fontconfig_jll", "Glib_jll", "JLLWrappers", "Libdl", "Libglvnd_jll", "OpenSSL_jll", "Vulkan_Loader_jll", "Xorg_libSM_jll", "Xorg_libXext_jll", "Xorg_libXrender_jll", "Xorg_libxcb_jll", "Xorg_xcb_util_cursor_jll", "Xorg_xcb_util_image_jll", "Xorg_xcb_util_keysyms_jll", "Xorg_xcb_util_renderutil_jll", "Xorg_xcb_util_wm_jll", "Zlib_jll", "libinput_jll", "xkbcommon_jll"]
-git-tree-sha1 = "37b7bb7aabf9a085e0044307e1717436117f2b3b"
+git-tree-sha1 = "492601870742dcd38f233b23c3ec629628c1d724"
 uuid = "c0090381-4147-56d7-9ebc-da0b1113ec56"
-version = "6.5.3+1"
+version = "6.7.1+1"
 
 [[deps.QuadGK]]
 deps = ["DataStructures", "LinearAlgebra"]
@@ -2215,9 +2227,9 @@ version = "0.7.0"
 
 [[deps.SciMLBase]]
 deps = ["ADTypes", "Accessors", "ArrayInterface", "CommonSolve", "ConstructionBase", "Distributed", "DocStringExtensions", "EnumX", "FunctionWrappersWrappers", "IteratorInterfaceExtensions", "LinearAlgebra", "Logging", "Markdown", "PrecompileTools", "Preferences", "Printf", "RecipesBase", "RecursiveArrayTools", "Reexport", "RuntimeGeneratedFunctions", "SciMLOperators", "SciMLStructures", "StaticArraysCore", "Statistics", "SymbolicIndexingInterface", "Tables"]
-git-tree-sha1 = "c15e03738d4170f92ba477273ef0528341f79a9a"
+git-tree-sha1 = "7a6c5c8c38d2e37f45d4686c3598c20c1aebf48e"
 uuid = "0bca4576-84f4-4d90-8ffe-ffa030f20462"
-version = "2.41.0"
+version = "2.41.3"
 
     [deps.SciMLBase.extensions]
     SciMLBaseChainRulesCoreExt = "ChainRulesCore"
@@ -2450,15 +2462,15 @@ version = "0.15.7"
 
 [[deps.Strided]]
 deps = ["LinearAlgebra", "StridedViews", "TupleTools"]
-git-tree-sha1 = "40c69be0e1b72ee2f42923b7d1ff13e0b04e675c"
+git-tree-sha1 = "bd9bd1c70cfc115cc3a30213fc725125a6b43652"
 uuid = "5e0ebb24-38b0-5f93-81fe-25c709ecae67"
-version = "2.0.4"
+version = "2.1.0"
 
 [[deps.StridedViews]]
 deps = ["LinearAlgebra", "PackageExtensionCompat"]
-git-tree-sha1 = "5b765c4e401693ab08981989f74a36a010aa1d8e"
+git-tree-sha1 = "2917996ce0fa6b8a3a85240a5e9ff930e2aeaa43"
 uuid = "4db3bf67-4bd7-4b4e-b153-31dc3fb37143"
-version = "0.2.2"
+version = "0.3.1"
 
     [deps.StridedViews.extensions]
     StridedViewsCUDAExt = "CUDA"
@@ -2598,9 +2610,9 @@ uuid = "9e3dc215-6440-5c97-bce1-76c03772f85e"
 version = "0.24.2"
 
 [[deps.Tokenize]]
-git-tree-sha1 = "0952c9cee34988092d73a5708780b3917166a0dd"
+git-tree-sha1 = "468b4685af4abe0e9fd4d7bf495a6554a6276e75"
 uuid = "0796e94c-ce3b-5d07-9a54-7f471281c624"
-version = "0.5.21"
+version = "0.5.29"
 
 [[deps.Tracker]]
 deps = ["Adapt", "ChainRulesCore", "DiffRules", "ForwardDiff", "Functors", "LinearAlgebra", "LogExpFunctions", "MacroTools", "NNlib", "NaNMath", "Optimisers", "Printf", "Random", "Requires", "SpecialFunctions", "Statistics"]
@@ -2613,9 +2625,9 @@ weakdeps = ["PDMats"]
     TrackerPDMatsExt = "PDMats"
 
 [[deps.TranscodingStreams]]
-git-tree-sha1 = "a947ea21087caba0a798c5e494d0bb78e3a1a3a0"
+git-tree-sha1 = "d73336d81cafdc277ff45558bb7eaa2b04a8e472"
 uuid = "3bb67fe8-82b1-5028-8e26-92a6c54297fa"
-version = "0.10.9"
+version = "0.10.10"
 weakdeps = ["Random", "Test"]
 
     [deps.TranscodingStreams.extensions]
diff --git a/econometrics.pdf b/econometrics.pdf
index fbeb92b..b5320fa 100644
Binary files a/econometrics.pdf and b/econometrics.pdf differ