{ "cells": [ { "cell_type": "code", "execution_count": 1, "id": "738c0a02", "metadata": { "ExecuteTime": { "end_time": "2026-02-21T08:31:43.181129Z", "start_time": "2026-02-21T08:31:40.848434Z" }, "execution": { "iopub.execute_input": "2025-03-15T11:22:25.972199Z", "iopub.status.busy": "2025-03-15T11:22:25.971777Z", "iopub.status.idle": "2025-03-15T11:22:32.408219Z", "shell.execute_reply": "2025-03-15T11:22:32.407853Z" } }, "outputs": [], "source": [ "import matplotlib.pyplot as plt\n", "import numpy as np\n", "import pandas as pd\n", "import sympy as sp\n", "import xarray as xr\n", "\n", "from cycler import cycler\n", "from matplotlib.colors import Normalize\n", "\n", "import gEconpy as ge" ] }, { "cell_type": "markdown", "id": "708551f7", "metadata": {}, "source": [ "# Comparison of Production Functions\n", "\n", "In this notebook, we compare the RBC model with a Cobb-Douglas (CD) and Constant Elasticity of Substitution (CES) production function. We will use many of the techniques from the {ref}`modeling primitives` notebook, so reading that one first is recommended.\n", "\n", "Here are the models we will be working with. Both are identical, save for the production function." ] }, { "cell_type": "code", "execution_count": 2, "id": "e31b8da1", "metadata": { "ExecuteTime": { "end_time": "2026-02-21T08:31:43.190371Z", "start_time": "2026-02-21T08:31:43.185354Z" }, "execution": { "iopub.execute_input": "2025-03-15T11:22:32.409957Z", "iopub.status.busy": "2025-03-15T11:22:32.409665Z", "iopub.status.idle": "2025-03-15T11:22:32.411548Z", "shell.execute_reply": "2025-03-15T11:22:32.411351Z" } }, "outputs": [], "source": [ "cd_gcn_path = ge.data.get_example_gcn(\"RBC\")\n", "ces_gcn_path = ge.data.get_example_gcn(\"RBC_with_CES\")" ] }, { "cell_type": "code", "execution_count": 3, "id": "33da2350", "metadata": { "ExecuteTime": { "end_time": "2026-02-21T08:31:43.818590Z", "start_time": "2026-02-21T08:31:43.191272Z" }, "execution": { "iopub.execute_input": "2025-03-15T11:22:32.412541Z", "iopub.status.busy": "2025-03-15T11:22:32.412483Z", "iopub.status.idle": "2025-03-15T11:22:32.680012Z", "shell.execute_reply": "2025-03-15T11:22:32.679769Z" } }, "outputs": [ { "data": { "text/html": [ "\n", " \n", " \n", "\n", " \n", " \n", "
\n", "
\n", "
Block: HOUSEHOLD\n", "
\n", "
Definitions\n", "

\\[u_{t} = - \\frac{C_{t}^{1 - \\sigma_{C}}}{\\sigma_{C} - 1} - \\frac{L_{t}^{\\sigma_{L} + 1}}{\\sigma_{L} + 1}\\]

\n", "
\n", "
Controls\n", "

\\[\\operatorname{Set}\\left(\\left[ C_{t}, \\ L_{t}, \\ I_{t}, \\ K_{t}\\right]\\right)\\]

\n", "
\n", "
Objective\n", "

\\[U_{t} = \\beta U_{t+1} + u_{t}\\]

\n", "
\n", "
Constraints\n", "

\\[C_{t} + I_{t} = K_{t-1} r_{t} + L_{t} w_{t}\\]

\n", "

\\[K_{t} = I_{t} - K_{t-1} \\left(\\delta - 1\\right)\\]

\n", "
\n", "
Calibration\n", "

\\[\\beta = 0.99\\]

\n", "

\\[\\delta = 0.02\\]

\n", "

\\[\\sigma_{C} = 1.5\\]

\n", "

\\[\\sigma_{L} = 2.0\\]

\n", "
\n", "
\n", "
\n", "
Block: FIRM\n", "
\n", "
Controls\n", "

\\[\\operatorname{Set}\\left(\\left[ K_{t-1}, \\ L_{t}\\right]\\right)\\]

\n", "
\n", "
Objective\n", "

\\[TC_{t} = - K_{t-1} r_{t} - L_{t} w_{t}\\]

\n", "
\n", "
Constraints\n", "

\\[Y_{t} = A_{t} K_{t-1}^{\\alpha} L_{t}^{1 - \\alpha}\\]

\n", "
\n", "
Identities\n", "

\\[mc_{t} = 1\\]

\n", "
\n", "
Calibration\n", "

\\[\\alpha = 0.35\\]

\n", "
\n", "
\n", "
\n", "
Block: TECHNOLOGY_SHOCKS\n", "
\n", "
Identities\n", "

\\[\\log{\\left(A_{t} \\right)} = \\rho_{A} \\log{\\left(A_{t-1} \\right)} + \\epsilon_{A t}\\]

\n", "
\n", "
Shocks\n", "

\\[\\operatorname{Set}\\left(\\left[ \\epsilon_{A t}\\right]\\right)\\]

\n", "
\n", "
Calibration\n", "

\\[\\rho_{A} = 0.95\\]

\n", "
\n", "
\n", "
\n", "
\n", "
\n", "\n", " \n", " " ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "ge.print_gcn_file(cd_gcn_path)" ] }, { "cell_type": "code", "execution_count": 4, "id": "3358e543", "metadata": { "ExecuteTime": { "end_time": "2026-02-21T08:31:44.829080Z", "start_time": "2026-02-21T08:31:43.834730Z" }, "execution": { "iopub.execute_input": "2025-03-15T11:22:32.681202Z", "iopub.status.busy": "2025-03-15T11:22:32.681095Z", "iopub.status.idle": "2025-03-15T11:22:33.339969Z", "shell.execute_reply": "2025-03-15T11:22:33.339772Z" } }, "outputs": [ { "data": { "text/html": [ "\n", " \n", " \n", "\n", " \n", " \n", "
\n", "
\n", "
Block: HOUSEHOLD\n", "
\n", "
Definitions\n", "

\\[u_{t} = - \\frac{\\Theta L_{t}^{\\sigma_{L} + 1}}{\\sigma_{L} + 1} - \\frac{C_{t}^{1 - \\sigma_{C}}}{\\sigma_{C} - 1}\\]

\n", "
\n", "
Controls\n", "

\\[\\operatorname{Set}\\left(\\left[ C_{t}, \\ L_{t}, \\ I_{t}, \\ K_{t}\\right]\\right)\\]

\n", "
\n", "
Objective\n", "

\\[U_{t} = \\beta U_{t+1} + u_{t}\\]

\n", "
\n", "
Constraints\n", "

\\[C_{t} + I_{t} = K_{t-1} r_{t} + L_{t} w_{t}\\]

\n", "

\\[K_{t} = I_{t} - K_{t-1} \\left(\\delta - 1\\right)\\]

\n", "
\n", "
Calibration\n", "

\\[\\beta = 0.99\\]

\n", "

\\[\\delta = 0.02\\]

\n", "

\\[\\sigma_{C} = 1.5\\]

\n", "

\\[\\sigma_{L} = 2\\]

\n", "

\\[\\Theta = 1\\]

\n", "
\n", "
\n", "
\n", "
Block: FIRM\n", "
\n", "
Controls\n", "

\\[\\operatorname{Set}\\left(\\left[ K_{t-1}, \\ L_{t}\\right]\\right)\\]

\n", "
\n", "
Objective\n", "

\\[TC_{t} = - K_{t-1} r_{t} - L_{t} w_{t}\\]

\n", "
\n", "
Constraints\n", "

\\[Y_{t} = A_{t} \\left(\\alpha^{\\frac{1}{\\psi}} K_{t-1}^{\\frac{\\psi - 1}{\\psi}} + L_{t}^{\\frac{\\psi - 1}{\\psi}} \\left(1 - \\alpha\\right)^{\\frac{1}{\\psi}}\\right)^{\\frac{\\psi}{\\psi - 1}}\\]

\n", "
\n", "
Identities\n", "

\\[mc_{t} = 1\\]

\n", "
\n", "
Calibration\n", "

\\[\\alpha = 0.35\\]

\n", "

\\[\\psi = 0.6\\]

\n", "
\n", "
\n", "
\n", "
Block: TECHNOLOGY_SHOCKS\n", "
\n", "
Identities\n", "

\\[\\log{\\left(A_{t} \\right)} = \\rho_{A} \\log{\\left(A_{t-1} \\right)} + \\epsilon_{A t}\\]

\n", "
\n", "
Shocks\n", "

\\[\\operatorname{Set}\\left(\\left[ \\epsilon_{A t}\\right]\\right)\\]

\n", "
\n", "
Calibration\n", "

\\[\\rho_{A} = 0.95\\]

\n", "
\n", "
\n", "
\n", "
\n", "
\n", "\n", " \n", " " ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "ge.print_gcn_file(ces_gcn_path)" ] }, { "cell_type": "code", "execution_count": 5, "id": "951ac1fa", "metadata": { "execution": { "iopub.execute_input": "2025-03-15T11:22:33.341124Z", "iopub.status.busy": "2025-03-15T11:22:33.341059Z", "iopub.status.idle": "2025-03-15T11:22:43.694568Z", "shell.execute_reply": "2025-03-15T11:22:43.694142Z" } }, "outputs": [], "source": [ "mod_cd = ge.model_from_gcn(cd_gcn_path, mode=\"JAX\", verbose=False)\n", "mod_ces = ge.model_from_gcn(ces_gcn_path, mode=\"JAX\", verbose=False)" ] }, { "cell_type": "markdown", "id": "d2258123", "metadata": {}, "source": [ "## Show that the MRS is equal to $\\psi$\n", "\n", "As an exercise, we show that the marginal date of substitution between capital and labor in the CES case is equal to $\\psi$, the elasticity parameter. \n", "\n", "All gEconpy models store sympy equations and variables which can be manipulated symbolically. In the next cells, we load the right-hand side of the production function (which happens to be equation 5, but I don't magically know that -- I checked them before writing this). Then we compure symbolic derivatives using the `.diff` method. \n", "\n", "The first two lines are a bit of python magic to transform all of the variables and parameters into python variables, so we can do code like `.diff(K)`. Otherwise, python doesn't know what \"K\" is refering to!" ] }, { "cell_type": "code", "execution_count": 6, "id": "e3a5d478", "metadata": { "execution": { "iopub.execute_input": "2025-03-15T11:22:43.696915Z", "iopub.status.busy": "2025-03-15T11:22:43.696510Z", "iopub.status.idle": "2025-03-15T11:22:43.750356Z", "shell.execute_reply": "2025-03-15T11:22:43.750121Z" } }, "outputs": [ { "data": { "text/latex": [ "$\\displaystyle A_{ss} \\left(\\alpha^{\\frac{1}{\\psi}} K_{ss}^{\\frac{\\psi - 1}{\\psi}} + L_{ss}^{\\frac{\\psi - 1}{\\psi}} \\left(1 - \\alpha\\right)^{\\frac{1}{\\psi}}\\right)^{\\frac{\\psi}{\\psi - 1}}$" ], "text/plain": [ "A_ss*(alpha**(1/psi)*K_ss**((psi - 1)/psi) + L_ss**((psi - 1)/psi)*(1 - alpha)**(1/psi))**(psi/(psi - 1))" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/latex": [ "$\\displaystyle \\frac{d}{d K_{ss}} Y_{ss} = A_{ss} \\left(\\frac{\\alpha}{K_{ss}}\\right)^{\\frac{1}{\\psi}} \\left(\\alpha^{\\frac{1}{\\psi}} K_{ss}^{\\frac{\\psi - 1}{\\psi}} + L_{ss}^{\\frac{\\psi - 1}{\\psi}} \\left(1 - \\alpha\\right)^{\\frac{1}{\\psi}}\\right)^{\\frac{1}{\\psi - 1}}$" ], "text/plain": [ "Eq(Derivative(Y_ss, K_ss), A_ss*(alpha/K_ss)**(1/psi)*(alpha**(1/psi)*K_ss**((psi - 1)/psi) + L_ss**((psi - 1)/psi)*(1 - alpha)**(1/psi))**(1/(psi - 1)))" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/latex": [ "$\\displaystyle \\frac{d}{d L_{ss}} Y_{ss} = A_{ss} \\left(\\frac{1 - \\alpha}{L_{ss}}\\right)^{\\frac{1}{\\psi}} \\left(\\alpha^{\\frac{1}{\\psi}} K_{ss}^{\\frac{\\psi - 1}{\\psi}} + L_{ss}^{\\frac{\\psi - 1}{\\psi}} \\left(1 - \\alpha\\right)^{\\frac{1}{\\psi}}\\right)^{\\frac{1}{\\psi - 1}}$" ], "text/plain": [ "Eq(Derivative(Y_ss, L_ss), A_ss*((1 - alpha)/L_ss)**(1/psi)*(alpha**(1/psi)*K_ss**((psi - 1)/psi) + L_ss**((psi - 1)/psi)*(1 - alpha)**(1/psi))**(1/(psi - 1)))" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "globals().update({x.base_name: x.to_ss() for x in mod_ces.variables})\n", "globals().update({x.name: x for x in mod_ces.params})\n", "\n", "# Compute derivatives of production function w.r.t inputs\n", "production_fn = ge.utilities.eq_to_ss(mod_ces.equations[5].args[1])\n", "display(production_fn)\n", "dY_dK = production_fn.diff(K).simplify()\n", "dY_dL = production_fn.diff(L).simplify()\n", "\n", "display(sp.Eq(sp.Derivative(Y, K), dY_dK))\n", "display(sp.Eq(sp.Derivative(Y, L), dY_dL))" ] }, { "cell_type": "markdown", "id": "0b8545eb", "metadata": {}, "source": [ "To find the elasticity of substituion, we use the condition that in an optimal allocation, all per-input cost marginal products of inputs should be equal. Define $Y_x = \\frac{\\partial Y}{\\partial x}$ to lighten notation, then:\n", "\n", "$$ \n", "\\begin{align}\n", "\\frac{Y_K}{r_{ss}} &= \\frac{Y_L}{w_{ss}} \\implies \\\\\n", "\\frac{Y_K}{Y_L} &= \\frac{r_{ss}}{w_{ss}} \\\\\n", "\\end{align}\n", "$$\n", "\n", "The marginal rate of substitution is defined as:\n", "\n", "$$\n", "\\sigma = \\frac{dV}{dZ} \\frac{Z}{V}\n", "$$\n", "\n", "Where $V = \\frac{K}{L}$ and $Z = \\frac{w}{r}$\n", "\n", "The next cell uses these definitions to show that $\\sigma = \\psi$" ] }, { "cell_type": "code", "execution_count": 7, "id": "9680fe8f", "metadata": { "execution": { "iopub.execute_input": "2025-03-15T11:22:43.751603Z", "iopub.status.busy": "2025-03-15T11:22:43.751531Z", "iopub.status.idle": "2025-03-15T11:22:43.828160Z", "shell.execute_reply": "2025-03-15T11:22:43.827889Z" } }, "outputs": [ { "data": { "text/latex": [ "$\\displaystyle \\frac{w_{ss}}{r_{ss}} = \\left(\\frac{K_{ss} \\left(1 - \\alpha\\right)}{\\alpha L_{ss}}\\right)^{\\frac{1}{\\psi}}$" ], "text/plain": [ "Eq(w_ss/r_ss, (K_ss*(1 - alpha)/(alpha*L_ss))**(1/psi))" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/latex": [ "$\\displaystyle \\frac{K_{ss}}{L_{ss}} = - \\frac{\\alpha \\left(\\frac{w_{ss}}{r_{ss}}\\right)^{\\psi}}{\\alpha - 1}$" ], "text/plain": [ "Eq(K_ss/L_ss, -alpha*(w_ss/r_ss)**psi/(alpha - 1))" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/latex": [ "$\\displaystyle V = - \\frac{Z^{\\psi} \\alpha}{\\alpha - 1}$" ], "text/plain": [ "Eq(V, -Z**psi*alpha/(alpha - 1))" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/latex": [ "$\\displaystyle \\frac{d}{d Z} V = - \\frac{Z^{\\psi} \\alpha \\psi}{Z \\left(\\alpha - 1\\right)}$" ], "text/plain": [ "Eq(Derivative(V, Z), -Z**psi*alpha*psi/(Z*(alpha - 1)))" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/latex": [ "$\\displaystyle \\sigma = - \\frac{Z^{\\psi} \\alpha \\psi}{V \\left(\\alpha - 1\\right)}$" ], "text/plain": [ "Eq(sigma, -Z**psi*alpha*psi/(V*(alpha - 1)))" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/latex": [ "$\\displaystyle \\sigma = \\psi$" ], "text/plain": [ "Eq(sigma, psi)" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "import sympy as sp\n", "\n", "# At the optimum, we require dY/dK / r = dY/dL / w\n", "w_res = sp.solve(dY_dK / r - dY_dL / w, w)[0]\n", "ratio = w_res / r\n", "display(sp.Eq(w / r, w_res / r))\n", "\n", "V, Z, s = sp.symbols(\"V Z sigma\", positive=True)\n", "V_solved = sp.solve((w / r - ratio).subs({w / r: Z, K / L: V}), V)[0]\n", "display(sp.Eq(K / L, V_solved.subs({Z: w / r})))\n", "\n", "# Use indicator variables V, Z to compute MRS = dZ/dV * V / Z\n", "display(sp.Eq(V, V_solved))\n", "display(sp.Eq(sp.Derivative(V, Z), V_solved.diff(Z)))\n", "display(sp.Eq(s, V_solved.diff(Z) * Z / V))\n", "display(sp.Eq(s, (V_solved.diff(Z) * Z / V).subs({V: V_solved})))" ] }, { "cell_type": "markdown", "id": "03e3a8c3", "metadata": {}, "source": [ "# Compare CES to Cobb Douglass\n", "\n", "We can also use `sp.lambdify` to convert these sympy functions to executable python code. We'll do this to numerically show that Cobb-Douglass is a special case of CES, when $\\psi = 1$.\n", "\n", "First, extract the symbolic Cobb-Douglas production function " ] }, { "cell_type": "code", "execution_count": 8, "id": "6cce49fe", "metadata": { "execution": { "iopub.execute_input": "2025-03-15T11:22:43.829358Z", "iopub.status.busy": "2025-03-15T11:22:43.829288Z", "iopub.status.idle": "2025-03-15T11:22:43.830843Z", "shell.execute_reply": "2025-03-15T11:22:43.830618Z" } }, "outputs": [], "source": [ "cd_production_fn = mod_cd.equations[5].args[1]" ] }, { "cell_type": "markdown", "id": "3e611fcb", "metadata": {}, "source": [ "Use `sp.lambdify` to convert the symbolic Cobb-Douglas function to a python function.\n", "\n", "We have to add an adjustment factor of $\\frac{(1 - \\alpha)^{\\alpha - 1}}{\\alpha^\\alpha}$, because the form of the CES function we're using here isn't the \"standard\" one. It includes a power on the factor use share parameter that makes the first order conditions nicer." ] }, { "cell_type": "code", "execution_count": 9, "id": "c5478fe8", "metadata": { "execution": { "iopub.execute_input": "2025-03-15T11:22:43.832005Z", "iopub.status.busy": "2025-03-15T11:22:43.831946Z", "iopub.status.idle": "2025-03-15T11:22:43.842432Z", "shell.execute_reply": "2025-03-15T11:22:43.842177Z" } }, "outputs": [], "source": [ "f_ces = sp.lambdify([psi, alpha, A, K, L], production_fn)\n", "adjustment_factor = (1 - alpha) ** (alpha - 1) / alpha**alpha\n", "f_cd = sp.lambdify([alpha, A, K, L], ge.utilities.eq_to_ss(adjustment_factor * cd_production_fn))" ] }, { "cell_type": "code", "execution_count": 10, "id": "c4041fc6", "metadata": { "execution": { "iopub.execute_input": "2025-03-15T11:22:43.843550Z", "iopub.status.busy": "2025-03-15T11:22:43.843492Z", "iopub.status.idle": "2025-03-15T11:22:43.956591Z", "shell.execute_reply": "2025-03-15T11:22:43.956374Z" } }, "outputs": [ { "data": { "image/png": "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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "psi_grid = np.linspace(0.1, 3, 10000)\n", "fig, ax = plt.subplots()\n", "Y_ces = f_ces(psi_grid, 0.33, 1, 2, 1)\n", "\n", "# plot the function in two parts, avoiding psi = 1\n", "ax.plot(psi_grid[psi_grid < 0.97], Y_ces[psi_grid < 0.97], color=\"tab:blue\")\n", "ax.plot(psi_grid[psi_grid > 1.03], Y_ces[psi_grid > 1.03], color=\"tab:blue\")\n", "\n", "# Add a hole at psi = 1, using the output of the (adjusted) cobb-douglas\n", "psi_one_output = f_cd(0.33, 1, 2, 1)\n", "ax.scatter(1.0, psi_one_output, lw=2, facecolor=\"none\", edgecolor=\"k\", zorder=100)\n", "xlims = ax.get_xlim()\n", "ylims = ax.get_ylim()\n", "\n", "# Make the lines from the axes to the circle, leaving some room to keep the circle empty\n", "cd_output = f_cd(0.33, 1, 2, 1)\n", "ax.vlines(1.0, ylims[0] - 0.5, cd_output - 0.01, ls=\"--\", color=\"k\")\n", "ax.hlines(psi_one_output, -0.5, 0.98, ls=\"--\", color=\"k\")\n", "ax.annotate(\n", " xy=(1.0, psi_one_output),\n", " xytext=(1.2, psi_one_output - 0.1),\n", " text=\"Cobb-Douglas Output\",\n", " arrowprops={\"arrowstyle\": \"->\"},\n", ")\n", "ax.set(\n", " xlim=xlims,\n", " ylim=ylims,\n", " title=r\"CES output a function of $\\psi$, with $\\alpha = 0.33$, $A = 1$, $K=2$, $L=1$\",\n", " xlabel=r\"$\\psi$\",\n", " ylabel=r\"$Y_{ss}$\",\n", ")\n", "\n", "plt.show()" ] }, { "cell_type": "markdown", "id": "b74dbd24", "metadata": {}, "source": [ "# Maximum Value of $\\psi$\n", "\n", "One interesting thing about the CES function is that it introduces boundaries on model parameters. This is because of the steady state equation for $N_{ss}$, the steady-state capital-labor ratio. Here it is:\n", "\n", "$$N_{ss} = \\left ( \\frac{\\left ( \\frac{1}{\\beta} - (1 - \\delta) \\right ) ^{\\psi - 1} \\alpha ^ {\\frac{1 - \\psi}{\\psi}} (A_{ss} mc_{ss}) ^ {1 - \\psi} - \\alpha ^ {\\frac{1}{\\psi}}}{(1 - \\alpha) ^ {\\frac{1}{\\psi}}} \\right) ^ {\\frac{\\psi}{1 - \\psi}}$$\n", "\n", "For the steady-state to be economically meaningful, the capital-labor ratio needs to be strictly positive and real. Looking at this expression, though, there's a subtraction in the numerator. Thus, the inner term can be negative when:\n", "\n", "$$\\left ( \\frac{1}{\\beta} - (1 - \\delta) \\right ) ^{\\psi - 1} \\alpha ^ {\\frac{1 - \\psi}{\\psi}} (A_{ss} mc_{ss}) ^ {1 - \\psi} \\lt \\alpha ^ {\\frac{1}{\\psi}} $$\n", "\n", "$\\frac{1}{\\beta} - (1 - \\delta)$ is aways going to be positive and close to zero for values of $\\beta$ and $\\delta$ we consider plausable ($\\beta \\approx 1$ and $\\delta \\approx 0$). $A_{ss} = 1$ almost always, and $\\alpha$ and $mc_{ss}$ are positive. So the wrinkle really comes from the exponent, $\\psi$.\n", "\n", "It is an interesting exercise to set this equation to zero and solve for $\\psi$:" ] }, { "cell_type": "code", "execution_count": 11, "id": "8c5e7688", "metadata": { "execution": { "iopub.execute_input": "2025-03-15T11:22:43.957867Z", "iopub.status.busy": "2025-03-15T11:22:43.957781Z", "iopub.status.idle": "2025-03-15T11:22:44.651573Z", "shell.execute_reply": "2025-03-15T11:22:44.651263Z" } }, "outputs": [], "source": [ "psi_zero = sp.solve(\n", " sp.Eq(\n", " (1 / beta - (1 - delta)) ** (psi - 1) * alpha ** ((1 - psi) / psi),\n", " alpha ** (1 / psi),\n", " ),\n", " psi,\n", ")[0]" ] }, { "cell_type": "code", "execution_count": 12, "id": "d623a6b8", "metadata": { "execution": { "iopub.execute_input": "2025-03-15T11:22:44.652858Z", "iopub.status.busy": "2025-03-15T11:22:44.652786Z", "iopub.status.idle": "2025-03-15T11:22:44.655232Z", "shell.execute_reply": "2025-03-15T11:22:44.655025Z" }, "scrolled": false }, "outputs": [ { "data": { "text/latex": [ "$\\displaystyle \\frac{\\log{\\left(\\frac{\\beta}{\\alpha} \\right)} - \\log{\\left(\\beta \\delta - \\beta + 1 \\right)}}{\\log{\\left(\\beta \\right)} - \\log{\\left(\\beta \\delta - \\beta + 1 \\right)}}$" ], "text/plain": [ "(log(beta/alpha) - log(beta*delta - beta + 1))/(log(beta) - log(beta*delta - beta + 1))" ] }, "execution_count": 12, "metadata": {}, "output_type": "execute_result" } ], "source": [ "psi_zero" ] }, { "cell_type": "markdown", "id": "441c8b4c", "metadata": {}, "source": [ "This expression tells us, given parameters $\\alpha$, $\\beta$, and $\\delta$, what is the value of $\\psi$ such that the inequality above holds with equality. This gives a ceiling on allowable values of $\\psi$. The next cell creates a graph to visualize the problem." ] }, { "cell_type": "code", "execution_count": 13, "id": "5ca729c3", "metadata": { "execution": { "iopub.execute_input": "2025-03-15T11:22:44.656414Z", "iopub.status.busy": "2025-03-15T11:22:44.656351Z", "iopub.status.idle": "2025-03-15T11:22:44.737384Z", "shell.execute_reply": "2025-03-15T11:22:44.737149Z" } }, "outputs": [ { "data": { "image/png": "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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fig, ax = plt.subplots()\n", "f1 = sp.lambdify(\n", " [alpha, beta, delta, psi],\n", " (1 / beta - (1 - delta)) ** (psi - 1) * alpha ** ((1 - psi) / psi),\n", ")\n", "f2 = sp.lambdify([alpha, psi], alpha ** (1 / psi))\n", "f3 = sp.lambdify([alpha, beta, delta], psi_zero)\n", "\n", "\n", "alpha_val = mod_ces.parameters()[\"alpha\"]\n", "beta_val = mod_ces.parameters()[\"beta\"]\n", "delta_val = mod_ces.parameters()[\"delta\"]\n", "\n", "p0 = f3(alpha_val, beta_val, delta_val)\n", "\n", "lhs_val = f1(alpha_val, beta_val, delta_val, psi_grid)\n", "rhs_val = f2(alpha_val, psi_grid)\n", "\n", "ax.plot(\n", " psi_grid,\n", " lhs_val,\n", " label=r\"$\\left ( \\frac{1}{\\beta} - (1 - \\delta) \\right ) ^{\\psi - 1} \\alpha ^ {\\frac{1 - \\psi}{\\psi}}$\",\n", ")\n", "ax.plot(psi_grid, rhs_val, label=r\"$\\alpha^{\\frac{1}{\\psi}}$\")\n", "\n", "ax.scatter(p0, f2(alpha_val, p0), zorder=100, color=\"k\")\n", "ax.annotate(\n", " xy=(p0, f2(alpha_val, p0)),\n", " xytext=(p0 + 0.1, f2(alpha_val, p0) + 0.3),\n", " text=\"$\" + sp.latex(psi_zero) + \"$\",\n", " arrowprops={\"arrowstyle\": \"->\"},\n", ")\n", "\n", "ax.fill_between(psi_grid, rhs_val, lhs_val, where=lhs_val > rhs_val, alpha=0.25)\n", "ax.text(x=2.3, y=0.3, s=r\"$N_{ss}$ imaginary\")\n", "ax.text(x=0.5, y=1.0, s=r\"$N_{ss}$ real\")\n", "\n", "ax.legend()\n", "ax.set_title(f\"alpha = {alpha_val:0.2f}, beta = {beta_val:0.2f}, delta = {delta_val:0.2f}\")\n", "plt.show()" ] }, { "cell_type": "markdown", "id": "91d01dce", "metadata": {}, "source": [ "What is the effect on the boundary as $\\alpha$, $\\beta$, and $\\delta$ change? Then next graph shows these effects, allowing one variable to change while holding the other two fixed.\n", "\n", "We see that the boundary is decreasing in alpha and beta, and increasing in delta." ] }, { "cell_type": "code", "execution_count": 14, "id": "b8c9a935", "metadata": { "execution": { "iopub.execute_input": "2025-03-15T11:22:44.738554Z", "iopub.status.busy": "2025-03-15T11:22:44.738487Z", "iopub.status.idle": "2025-03-15T11:22:44.811616Z", "shell.execute_reply": "2025-03-15T11:22:44.811402Z" } }, "outputs": [ { "data": { "image/png": "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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "f = sp.lambdify([alpha, beta, delta], psi_zero)\n", "alphas = np.linspace(1e-4, 0.99, 100)\n", "betas = np.linspace(0.6, 0.99, 100)\n", "deltas = np.linspace(0.01, 0.1, 100)\n", "fig, ax = plt.subplots(1, 3, figsize=(14, 4))\n", "\n", "names = [\"alpha\", \"beta\", \"delta\"]\n", "x_values = [alpha_val, beta_val, delta_val]\n", "grid_values = [alphas, betas, deltas]\n", "\n", "for axis, var, values in zip(fig.axes, names, grid_values, strict=False):\n", " input_dict = mod_ces.parameters().copy()\n", " input_dict[var] = values\n", " axis.plot(\n", " values,\n", " f(\n", " alpha=input_dict[\"alpha\"],\n", " beta=input_dict[\"beta\"],\n", " delta=input_dict[\"delta\"],\n", " ),\n", " )\n", " axis.set(\n", " xlabel=var,\n", " title=\", \".join([f\"{x}={val:0.2f}\" for x, val in zip(names, x_values, strict=False) if x != var]),\n", " )\n", " if axis == fig.axes[0]:\n", " axis.set_ylabel(r\"Maximum $\\psi$ allowed\")\n", "plt.show()" ] }, { "cell_type": "markdown", "id": "6a366740", "metadata": {}, "source": [ "Plotting these same boundaries in 3d (leaving out one variable at a time) shows a similar picture. Essentially, for parameterizations that are considered economically interesting, it is not possible to have $\\psi$ much larger than 1.5." ] }, { "cell_type": "code", "execution_count": 15, "id": "5fc64714", "metadata": { "execution": { "iopub.execute_input": "2025-03-15T11:22:44.812868Z", "iopub.status.busy": "2025-03-15T11:22:44.812792Z", "iopub.status.idle": "2025-03-15T11:22:45.215215Z", "shell.execute_reply": "2025-03-15T11:22:45.214938Z" } }, "outputs": [ { "data": { "image/png": "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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fig, ax = plt.subplots(1, 3, figsize=(14, 4), subplot_kw={\"projection\": \"3d\"})\n", "var_dict = dict(zip(names, grid_values, strict=False))\n", "\n", "for axis, exlude_var in zip(fig.axes, names, strict=False):\n", " to_plot = [var for var in names if var != exlude_var]\n", "\n", " x, y = map(var_dict.get, to_plot)\n", " xx, yy = np.meshgrid(x, y)\n", "\n", " input_dict = mod_ces.parameters().copy()\n", " input_dict.update(dict(zip(to_plot, [xx, yy], strict=False)))\n", " Z = f(alpha=input_dict[\"alpha\"], beta=input_dict[\"beta\"], delta=input_dict[\"delta\"])\n", " axis.plot_surface(xx, yy, Z)\n", "\n", " axis.set(\n", " xlabel=to_plot[0],\n", " ylabel=to_plot[1],\n", " zlabel=r\"Maximum $\\psi$ allowed\",\n", " title=f\"{exlude_var} = {input_dict[exlude_var]:0.2f}\",\n", " )\n", "plt.show()" ] }, { "cell_type": "markdown", "id": "14eeb556", "metadata": {}, "source": [ "# Admissible Isoquants\n", "\n", "The purpose of including $\\psi$ is to allow variation in the curvature of the isoquants trading off equivalent capital-labor bundles. In general:\n", "\n", "- As $\\psi \\to 0$, we have perfect compliments (leontief case)\n", "- As $\\psi \\to \\infty$, we have perfect substitutes (linear case) \n", "\n", "To plot isoquants, we first symbolically solve the production function for one of the two inputs. I arbitrarily choose $K$." ] }, { "cell_type": "code", "execution_count": 16, "id": "676960c6", "metadata": { "execution": { "iopub.execute_input": "2025-03-15T11:22:45.216504Z", "iopub.status.busy": "2025-03-15T11:22:45.216431Z", "iopub.status.idle": "2025-03-15T11:22:45.532650Z", "shell.execute_reply": "2025-03-15T11:22:45.532433Z" } }, "outputs": [ { "data": { "text/latex": [ "$\\displaystyle \\alpha^{- \\frac{1}{\\psi - 1}} \\left(- L_{ss}^{\\frac{\\psi - 1}{\\psi}} \\left(1 - \\alpha\\right)^{\\frac{1}{\\psi}} + Y_{ss}^{\\frac{\\psi - 1}{\\psi}}\\right)^{\\frac{\\psi}{\\psi - 1}}$" ], "text/plain": [ "(-L_ss**((psi - 1)/psi)*(1 - alpha)**(1/psi) + Y_ss**((psi - 1)/psi))**(psi/(psi - 1))/alpha**(1/(psi - 1))" ] }, "execution_count": 16, "metadata": {}, "output_type": "execute_result" } ], "source": [ "Q = sp.solve(Y - production_fn, K)[0].simplify().subs({A: 1})\n", "Q" ] }, { "cell_type": "code", "execution_count": 17, "id": "d48f05b2", "metadata": { "execution": { "iopub.execute_input": "2025-03-15T11:22:45.533771Z", "iopub.status.busy": "2025-03-15T11:22:45.533705Z", "iopub.status.idle": "2025-03-15T11:22:45.606439Z", "shell.execute_reply": "2025-03-15T11:22:45.606187Z" } }, "outputs": [], "source": [ "cd2 = Y - adjustment_factor * K**alpha * L ** (1 - alpha)\n", "Q_cd = sp.solve(cd2, K)[0].simplify()" ] }, { "cell_type": "markdown", "id": "e1071d68", "metadata": {}, "source": [ "Note that when $\\psi < 1$, this has a vertical asymptote at $L_{ss} = Y_{ss}(1 - \\alpha)^{\\frac{1}{1 - \\psi}}$, so we'll have to choose the grid to take that into account. We're not interested in values to the left of this asymptote." ] }, { "cell_type": "code", "execution_count": 18, "id": "570afe6d", "metadata": { "execution": { "iopub.execute_input": "2025-03-15T11:22:45.607645Z", "iopub.status.busy": "2025-03-15T11:22:45.607578Z", "iopub.status.idle": "2025-03-15T11:22:45.613672Z", "shell.execute_reply": "2025-03-15T11:22:45.613470Z" } }, "outputs": [ { "data": { "text/plain": [ "1.299675484840658" ] }, "execution_count": 18, "metadata": {}, "output_type": "execute_result" } ], "source": [ "psi_max = float(psi_zero.subs(mod_ces.parameters().to_sympy()))\n", "psi_max" ] }, { "cell_type": "markdown", "id": "4bcdde4f", "metadata": {}, "source": [ "The next cell generates a plot showing what types of isoquants are possible, given $\\alpha = 0.35$. Because $\\psi$ is capped at 1.299, the isoquants cannot become arbitrarily linear. Still, values of $\\psi$ close to the limit are already quite linear, so the function remains quite expressive. \n", "\n", "We *are* allow to arbitrarily lower $\\psi$ towards zero, so inputs can become arbitrarily complimentary. " ] }, { "cell_type": "code", "execution_count": 19, "id": "52324dd2", "metadata": { "execution": { "iopub.execute_input": "2025-03-15T11:22:45.614899Z", "iopub.status.busy": "2025-03-15T11:22:45.614832Z", "iopub.status.idle": "2025-03-15T11:22:46.187180Z", "shell.execute_reply": "2025-03-15T11:22:46.186955Z" } }, "outputs": [ { "data": { "image/png": "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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fig, ax = plt.subplots()\n", "\n", "f_Q = sp.lambdify([alpha, psi, A, Y, L], Q)\n", "f_Q_cd = sp.lambdify([alpha, A, Y, L], Q_cd)\n", "f_min = sp.lambdify([alpha, psi, Y], Y * (1 - alpha) ** (1 / (1 - psi)))\n", "\n", "L_min = f_min(alpha=alpha_val, psi=0.1, Y_ss=2.0)\n", "L_grid = np.linspace(L_min + 0.01, 1.4, 100)\n", "\n", "for psi_val in np.linspace(0.1, 10, 1000):\n", " K_grid = f_Q(alpha=alpha_val, psi=psi_val, A_ss=1.0, Y_ss=2.0, L_ss=L_grid)\n", " ax.plot(\n", " L_grid,\n", " K_grid,\n", " label=r\"$\\psi =$\" + f\"{psi_val:0.2f}\",\n", " color=\"tab:blue\" if psi_val < psi_max else \"tab:red\",\n", " )\n", "lines = list(ax.get_lines())\n", "ax.annotate(\n", " xy=(1.254, 0.8),\n", " xytext=(1.265, 0.8),\n", " text=r\"$\\psi=0.1$\",\n", " arrowprops={\"arrowstyle\": \"->\"},\n", ")\n", "ax.annotate(\n", " xy=(1.26, 0.74),\n", " xytext=(1.26, 0.7),\n", " text=r\"$\\psi=10$\",\n", " arrowprops={\"arrowstyle\": \"->\"},\n", ")\n", "\n", "(cd_line,) = ax.plot(\n", " L_grid,\n", " f_Q_cd(alpha=alpha_val, A_ss=1.0, Y_ss=2.0, L_ss=L_grid),\n", " color=\"tab:orange\",\n", " label=\"Cobb-Douglas\",\n", ")\n", "\n", "ax.legend([lines[0], lines[-1], cd_line], [\"Possible\", \"Not Possible\", \"Cobb-Douglas\"])\n", "ax.set(\n", " title=r\"Isoquants of CES production function for $\\psi \\in [0.1, 10]$\",\n", " xlabel=r\"$L$\",\n", " ylabel=r\"$K$\",\n", ")\n", "plt.show()" ] }, { "cell_type": "markdown", "id": "dfd4e3a8", "metadata": {}, "source": [ "# Effect of $\\psi$ on the steady state\n", "\n", "Varying $\\psi$ and looking at steady state outputs, we see that as input factors become more interchangable -- as $\\psi \\to \\infty$ -- steady state output increases, as does capital and investment. This is driven by the fact that steady-state wages are a function of $\\psi$, whereas steady-state rental rates are not. Thus, as $\\psi$ increases, labor gets more expensive relative to capital, *and* it becomes easier to substitute away from labor towards capital. Thus both effects facilitate the firm shifting aggressively into capital." ] }, { "cell_type": "code", "execution_count": 20, "id": "e0b90547", "metadata": { "execution": { "iopub.execute_input": "2025-03-15T11:22:46.188401Z", "iopub.status.busy": "2025-03-15T11:22:46.188327Z", "iopub.status.idle": "2025-03-15T11:22:49.224982Z", "shell.execute_reply": "2025-03-15T11:22:49.224668Z" } }, "outputs": [], "source": [ "psis = np.linspace(0.1, 1.2, 50)\n", "df = pd.DataFrame({psi: mod_ces.steady_state(psi=psi) for psi in psis}).T" ] }, { "cell_type": "code", "execution_count": 21, "id": "1c7e64d9", "metadata": { "execution": { "iopub.execute_input": "2025-03-15T11:22:49.226454Z", "iopub.status.busy": "2025-03-15T11:22:49.226373Z", "iopub.status.idle": "2025-03-15T11:22:49.649524Z", "shell.execute_reply": "2025-03-15T11:22:49.649296Z" } }, "outputs": [ { "data": { "image/png": "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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fig, ax = plt.subplots(2, 3, figsize=(14, 6), sharex=True)\n", "param_names = [x.name for x in mod_cd.params]\n", "for axis, var in zip(fig.axes, [\"Y_ss\", \"K_ss\", \"L_ss\", \"I_ss\", \"w_ss\", \"r_ss\"], strict=False):\n", " df.plot.line(y=var, ax=axis, legend=False)\n", " axis.axhline(mod_cd.steady_state()[var], ls=\"--\", c=\"k\")\n", " axis.set(title=var, xlabel=r\"$\\psi$\")" ] }, { "cell_type": "markdown", "id": "50921fa9", "metadata": {}, "source": [ "# Effect of $\\psi$ on IRF\n", "\n", "One final question is the effect on dynamics. This last plot looks at impulse response functions following a shock to total factor productivity for varying values of $\\psi$.\n", "\n", "As $\\psi$ increases:\n", "\n", "- Output reacts more strongly to the TFP shock, increasing more at $t=1$\n", "- Wages react less strong to the TFP shock, increasing less at $t=1$\n", "\n", "Effects on consumption, labor, and rental rates are more complex. When $\\psi$ is extremely low (dark purple lines), the shock has a negative effect on labor and rental rates, while consumption increases, then decays monotonically. This is consistent with the observations about the effect of $\\psi$ on the steady state: higher $\\psi$ pushes up wages while also making it easier for firms to subsitute away from labor, towards capital. This pushes down labor demand and pushes up capital demand. Households respond by investing more, which increases capital supply and pushes down the price of capital. \n", "\n", "At some point, however, we see a regime switch. When $\\psi$ is very high, labor and rental rates respond positively to the shock. Capital remains positive, but it gains a degree of persistance. Across the economy, the shock appears to persist longer when $\\psi$ increases." ] }, { "cell_type": "code", "execution_count": 22, "id": "9be4eb38", "metadata": { "execution": { "iopub.execute_input": "2025-03-15T11:22:49.650903Z", "iopub.status.busy": "2025-03-15T11:22:49.650834Z", "iopub.status.idle": "2025-03-15T11:22:52.646091Z", "shell.execute_reply": "2025-03-15T11:22:52.645780Z" } }, "outputs": [], "source": [ "irfs = [ge.impulse_response_function(mod_ces, psi=psi, shock_size={\"epsilon_A\": 0.1}, verbose=False) for psi in psis]\n", "irfs = xr.concat(irfs, coords=\"all\", dim=\"psi\").assign_coords(psi=psis)" ] }, { "cell_type": "code", "execution_count": 23, "id": "aea6d5ec", "metadata": { "execution": { "iopub.execute_input": "2025-03-15T11:22:52.647398Z", "iopub.status.busy": "2025-03-15T11:22:52.647320Z", "iopub.status.idle": "2025-03-15T11:22:52.957786Z", "shell.execute_reply": "2025-03-15T11:22:52.957531Z" } }, "outputs": [ { "data": { "image/png": "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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "norm = Normalize(vmin=psis.min(), vmax=psis.max())\n", "cmap = plt.get_cmap(\"viridis\")\n", "\n", "fig, ax = plt.subplots(2, 3, figsize=(14, 6), layout=\"constrained\")\n", "for axis, variable in zip(fig.axes, [\"Y\", \"C\", \"I\", \"L\", \"w\", \"r\"], strict=False):\n", " axis.set_prop_cycle(cycler(\"color\", [plt.colormaps[\"viridis\"](i) for i in psis]))\n", " irfs.sel(variable=variable, shock=\"epsilon_A\").plot.line(x=\"time\", hue=\"psi\", add_legend=False, ax=axis)\n", " axis.set_title(variable)\n", "\n", " if axis in ax[:, -1]:\n", " sm = plt.cm.ScalarMappable(cmap=\"viridis\", norm=norm)\n", " cbar = fig.colorbar(sm, ax=axis)\n", " cbar.set_label(\"Psi\")\n", "\n", "plt.show()" ] }, { "cell_type": "markdown", "id": "5e756de5", "metadata": {}, "source": [ "The question of persistance can be more directly addressed by looking at partial autocorrelations. The {func}`autocorrelation_matrix` function will generate an autocorrelation tensor associated with the model, given a shock size. The next cell generates these tensors for a range of values of $\\psi$. \n", "\n", "The autocorrelations will be the diagonal of the autocorrelaton matrix. {func}`autocorrelation_matrix` returns an xarray Dataset with dimensions `(variable, variable_aux, lag)`. To slice out the diagonal, we use `xarray_einstats`, which has a number of tools for working with xarrays." ] }, { "cell_type": "code", "execution_count": 24, "id": "039c3178", "metadata": { "execution": { "iopub.execute_input": "2025-03-15T11:22:52.959171Z", "iopub.status.busy": "2025-03-15T11:22:52.959064Z", "iopub.status.idle": "2025-03-15T11:22:55.946641Z", "shell.execute_reply": "2025-03-15T11:22:55.946294Z" } }, "outputs": [], "source": [ "from xarray_einstats.linalg import diagonal as xr_diagonal\n", "\n", "vars_to_plot = [\"Y\", \"C\", \"I\", \"L\", \"w\", \"r\"]\n", "acorr_mats = [\n", " xr_diagonal(\n", " (\n", " ge.autocorrelation_matrix(mod_ces, psi=psi, shock_std=0.1, verbose=False)\n", " .expand_dims(\"psi\")\n", " .assign_coords({\"psi\": [psi]})\n", " ),\n", " dims=[\"variable\", \"variable_aux\"],\n", " ).sel(variable=vars_to_plot)\n", " for psi in psis\n", "]\n", "acorr_mats = xr.concat(acorr_mats, dim=\"psi\")" ] }, { "cell_type": "markdown", "id": "7a657019", "metadata": {}, "source": [ "The following plot shows the autocorrelations for each variable, at each value of $\\psi$. Lighter colors are associated with higher $\\psi$ (e.g. more linear isoquants). For variables $Y$, $C$, $w$, and especially $I$, we see a pattern of higher persistance when $\\psi$ is higher. For $r$, the pattern seems to reverse, which lower $\\psi$ assoicated with more persistance (slower decay). \n", "\n", "The most complex store is in $L$, where we see a sort of U-shaped pattern. Persistance seems to first go up (it's getting darker from the middle to the top), then \"loops around\", becomes low, and starts increasing again" ] }, { "cell_type": "code", "execution_count": 25, "id": "9f497be9", "metadata": { "execution": { "iopub.execute_input": "2025-03-15T11:22:55.947990Z", "iopub.status.busy": "2025-03-15T11:22:55.947919Z", "iopub.status.idle": "2025-03-15T11:22:56.193051Z", "shell.execute_reply": "2025-03-15T11:22:56.192810Z" }, "scrolled": false }, "outputs": [ { "data": { "image/png": "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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fig, ax = plt.subplots(2, 3, figsize=(14, 6), layout=\"constrained\", sharex=True, sharey=\"row\")\n", "for axis, variable in zip(fig.axes, [\"Y\", \"C\", \"I\", \"L\", \"w\", \"r\"], strict=False):\n", " acorr_mats.sel(variable=variable).plot.scatter(\n", " x=\"lag\",\n", " hue=\"psi\",\n", " add_legend=False,\n", " add_colorbar=axis in ax[:, -1],\n", " cmap=\"viridis\",\n", " edgecolor=\"none\",\n", " ax=axis,\n", " )\n", " axis.set(title=variable, xlabel=\"lag\" if axis in ax[-1, :] else \"\")\n", "\n", "plt.show()" ] }, { "cell_type": "markdown", "id": "deffbc9b", "metadata": {}, "source": [ "## Finding the regime switch\n", "\n", "To find where the regime switch happens, we can solve the model for different values of $\\psi$ and look at the effect of the shocks and state variabels on $L$." ] }, { "cell_type": "code", "execution_count": 26, "id": "a7d75bac", "metadata": { "execution": { "iopub.execute_input": "2025-03-15T11:22:56.194358Z", "iopub.status.busy": "2025-03-15T11:22:56.194265Z", "iopub.status.idle": "2025-03-15T11:22:59.191894Z", "shell.execute_reply": "2025-03-15T11:22:59.191575Z" } }, "outputs": [], "source": [ "Ts, Rs = [], []\n", "for psi in psis:\n", " T, R = mod_ces.solve_model(verbose=False, psi=psi)\n", " Ts.append(ge.matrix_to_dataframe(T, mod_ces)[[\"A\", \"K\"]].to_xarray().expand_dims(\"psi\").assign_coords(psi=[psi]))\n", " Rs.append(ge.matrix_to_dataframe(R, mod_ces).to_xarray().expand_dims(\"psi\").assign_coords(psi=[psi]))" ] }, { "cell_type": "code", "execution_count": 27, "id": "8e5c8941", "metadata": { "execution": { "iopub.execute_input": "2025-03-15T11:22:59.193249Z", "iopub.status.busy": "2025-03-15T11:22:59.193185Z", "iopub.status.idle": "2025-03-15T11:22:59.208639Z", "shell.execute_reply": "2025-03-15T11:22:59.208407Z" } }, "outputs": [], "source": [ "Ts = xr.concat(Ts, \"psi\")\n", "Rs = xr.concat(Rs, \"psi\")" ] }, { "cell_type": "markdown", "id": "de4ea12e", "metadata": {}, "source": [ "From these, plots we can see the inflection in the effect of shocks on $L$ happens around 0.5. I have no idea what specifically happens at that value to induce the regime change. If we were interested in chasing down the answer to this question, a good next step would be to check out the linearized equations. This notebook is getting long enough, though, so I'll cut it off here." ] }, { "cell_type": "code", "execution_count": 28, "id": "27dee827", "metadata": { "execution": { "iopub.execute_input": "2025-03-15T11:22:59.209961Z", "iopub.status.busy": "2025-03-15T11:22:59.209892Z", "iopub.status.idle": "2025-03-15T11:22:59.353183Z", "shell.execute_reply": "2025-03-15T11:22:59.352961Z" } }, "outputs": [ { "data": { "image/png": "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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fig, ax = plt.subplots(1, 3, figsize=(14, 4), dpi=144, layout=\"constrained\", sharey=True)\n", "datas = [Ts.A, Ts.K, Rs.epsilon_A]\n", "names = [\n", " r\"Polict Matrix, $A$\",\n", " r\"Policy Matrix, $K$\",\n", " r\"Selection Matrix, $\\varepsilon_A$\",\n", "]\n", "for axis, data, name in zip(fig.axes, datas, names, strict=False):\n", " data.sel(index=\"L\").plot(ax=axis)\n", " axis.set(title=name, ylabel=\"Effect Size\" if axis == ax[0] else \"\")\n", " axis.axhline(0, ls=\"--\", c=\"k\")" ] }, { "cell_type": "markdown", "id": "0b00128c", "metadata": {}, "source": [ "Let's pin down an exact value for the inflection point by using interpolation to get a smooth function, then using `root_minimize` to find the zero.\n", "\n", "Looks like the precise value is 0.475" ] }, { "cell_type": "code", "execution_count": 29, "id": "703146db", "metadata": { "execution": { "iopub.execute_input": "2025-03-15T11:22:59.354384Z", "iopub.status.busy": "2025-03-15T11:22:59.354317Z", "iopub.status.idle": "2025-03-15T11:22:59.358618Z", "shell.execute_reply": "2025-03-15T11:22:59.358435Z" } }, "outputs": [ { "data": { "text/plain": [ " converged: True\n", " flag: converged\n", " function_calls: 7\n", " iterations: 6\n", " root: 0.47577239329905924\n", " method: brentq" ] }, "execution_count": 29, "metadata": {}, "output_type": "execute_result" } ], "source": [ "from scipy.interpolate import interp1d\n", "from scipy.optimize import root_scalar\n", "\n", "y = Ts.A.sel(index=\"L\").values\n", "f = interp1d(psis, y, kind=\"cubic\")\n", "\n", "root = root_scalar(f, bracket=[0.4, 0.6])\n", "root" ] }, { "cell_type": "markdown", "id": "39aa00c7", "metadata": {}, "source": [ "We can take a closer look at the IRFs of $L$, and focus on the inflection point" ] }, { "cell_type": "code", "execution_count": 30, "id": "834d078a", "metadata": { "execution": { "iopub.execute_input": "2025-03-15T11:22:59.359650Z", "iopub.status.busy": "2025-03-15T11:22:59.359593Z", "iopub.status.idle": "2025-03-15T11:22:59.422202Z", "shell.execute_reply": "2025-03-15T11:22:59.421967Z" } }, "outputs": [], "source": [ "data = irfs.sel(variable=\"L\", shock=\"epsilon_A\")\n", "irf_zero = ge.impulse_response_function(mod_ces, psi=root.root, shock_size={\"epsilon_A\": 0.1}, verbose=False)" ] }, { "cell_type": "markdown", "id": "9da814f7", "metadata": {}, "source": [ "When $\\psi$ is exactly equal to the inflection point, we indeed see that the initial effect of the shock is zero. But after several periods, labor ends up decreasing, before returning to the steady state. This is likely due to the influence of the change in capital stock, which occurs with some lag." ] }, { "cell_type": "code", "execution_count": 31, "id": "2458719d", "metadata": { "execution": { "iopub.execute_input": "2025-03-15T11:22:59.423400Z", "iopub.status.busy": "2025-03-15T11:22:59.423324Z", "iopub.status.idle": "2025-03-15T11:22:59.496471Z", "shell.execute_reply": "2025-03-15T11:22:59.496178Z" } }, "outputs": [ { "data": { "image/png": "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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fig, ax = plt.subplots()\n", "\n", "data.where(data.psi < root.root).plot.line(x=\"time\", hue=\"psi\", add_legend=False, ax=ax, color=\"tab:blue\")\n", "data.where(data.psi > root.root).plot.line(x=\"time\", hue=\"psi\", add_legend=False, ax=ax, color=\"tab:orange\")\n", "irf_zero.sel(variable=\"L\", shock=\"epsilon_A\").plot.line(x=\"time\", color=\"k\", add_legend=False)\n", "ax.set_title(r\"IRF of $\\varepsilon_A$ on $L$, by $\\psi$\")\n", "\n", "lines = ax.get_lines()\n", "orange, blue, black = lines[-2], lines[0], lines[-1]\n", "ax.legend(\n", " [orange, black, blue],\n", " [\n", " rf\"$\\psi > {root.root:0.2f}$\",\n", " rf\"$\\psi = {root.root:0.2f}$\",\n", " rf\"$\\psi < {root.root:0.2f}$\",\n", " ],\n", ")\n", "plt.show()" ] }, { "cell_type": "markdown", "id": "3c8b0bd8", "metadata": {}, "source": [ "# Authors\n", "\n", "- Created by Jesse Grabowski, March 4, 2025\n", "- Updated by Jesse Grabowski, March 8, 2026" ] }, { "cell_type": "markdown", "id": "82f16211", "metadata": {}, "source": [ "# Watermark" ] }, { "cell_type": "code", "execution_count": 32, "id": "c35ea62f", "metadata": { "execution": { "iopub.execute_input": "2025-03-15T11:22:59.497748Z", "iopub.status.busy": "2025-03-15T11:22:59.497673Z", "iopub.status.idle": "2025-03-15T11:22:59.499249Z", "shell.execute_reply": "2025-03-15T11:22:59.499037Z" } }, "outputs": [], "source": [ "# Lambdified functions break watermark; need to delete them\n", "del f, f1, f2, f3, f_cd, f_ces, f_min, f_Q, f_Q_cd" ] }, { "cell_type": "code", "execution_count": 33, "id": "745631d5", "metadata": { "execution": { "iopub.execute_input": "2025-03-15T11:22:59.500280Z", "iopub.status.busy": "2025-03-15T11:22:59.500225Z", "iopub.status.idle": "2025-03-15T11:22:59.524374Z", "shell.execute_reply": "2025-03-15T11:22:59.524148Z" } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Last updated: Sun, 08 Mar 2026\n", "\n", "Python implementation: CPython\n", "Python version : 3.12.12\n", "IPython version : 9.10.0\n", "\n", "Compiler : Clang 19.1.7 \n", "OS : Darwin\n", "Release : 25.3.0\n", "Machine : arm64\n", "Processor : arm\n", "CPU cores : 14\n", "Architecture: 64bit\n", "\n", "cycler : 0.12.1\n", "gEconpy : 2.0.4.dev3+gda7716c88.d20260206\n", "matplotlib : 3.10.8\n", "numpy : 2.3.5\n", "pandas : 3.0.0\n", "scipy : 1.17.0\n", "sympy : 1.14.0\n", "xarray : 2026.1.0\n", "xarray_einstats: 0.9.1\n", "\n", "Watermark: 2.6.0\n", "\n" ] } ], "source": [ "%load_ext watermark\n", "%watermark -n -u -v -w -m -iv" ] } ], "metadata": { "kernelspec": { "display_name": "Python 3 (ipykernel)", "language": "python", "name": "python3" }, "language_info": { "codemirror_mode": { "name": "ipython", "version": 3 }, "file_extension": ".py", "mimetype": "text/x-python", "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", "version": "3.12.12" } }, "nbformat": 4, "nbformat_minor": 5 }