diff --git a/GCN Files/RBC_two_household.gcn b/GCN Files/RBC_two_household.gcn new file mode 100644 index 0000000..51bac29 --- /dev/null +++ b/GCN Files/RBC_two_household.gcn @@ -0,0 +1,177 @@ +assumptions +{ + positive + { + Y[], K[], C_NR[], C_R[], + w[], r[], mc_L[], + L[], L_NR[], L_R[], + TFP[], + alpha, alpha_L, beta, sigma_C, sigma_L, delta; + }; +}; + +tryreduce +{ + U_NR[], U_R[], TC[]; +}; + +block STEADY_STATE +{ + definitions + { + f1[ss] = (r[ss] / (r[ss] - alpha * delta)); + f2[ss] = (alpha_L * (1 - alpha_L) * (1 - alpha)) ^ (-sigma_L / sigma_C); + f3[ss] = alpha_L ^ (sigma_L / sigma_C) + + (1 - alpha_L) ^ (sigma_L / sigma_C); + + }; + identities + { + TFP[ss] = 1.0; + shock_beta_R[ss] = 1.0; + + r[ss] = 1 / beta - (1 - delta); + w[ss] = (1 - alpha) * alpha_L ^ alpha_L * (1 - alpha_L) ^ (1 - alpha_L) * + (r[ss] / alpha) ^ (alpha / (alpha - 1)); + mc_L[ss] = w[ss] / alpha_L ^ alpha_L / (1 - alpha_L) ^ (1 - alpha_L); + Y[ss] = (f1[ss] * f2[ss] * f3[ss] * w[ss] ^ ((1 + sigma_L) / sigma_C)) ^ + (sigma_C / (sigma_L + sigma_C)); + + L[ss] = (1 - alpha) * Y[ss] / mc_L[ss]; + + L_R[ss] = alpha_L * L[ss] * mc_L[ss] / w[ss]; + L_NR[ss] = (1 - alpha_L) * L[ss] * mc_L[ss] / w[ss]; + + C_R[ss] = w[ss] ^ (1/sigma_C) * L_R[ss] ^ (-sigma_L / sigma_C); + C_NR[ss] = w[ss] ^ (1/sigma_C) * L_NR[ss] ^ (-sigma_L / sigma_C); + + K[ss] = alpha * Y[ss] / r[ss]; + I[ss] = delta * K[ss]; + + lambda_R[ss] = C_R[ss] ^ -sigma_C; + q[ss] = lambda_R[ss]; + lambda_NR[ss] = C_NR[ss] ^ -sigma_C; + + }; +}; + +block RICARDIAN_HOUSEHOLD +{ + definitions + { + u_R[] = shock_beta_R[] * (C_R[] ^ (1 - sigma_C) / (1 - sigma_C) - + L_R[] ^ (1 + sigma_L) / (1 + sigma_L)); + }; + + controls + { + C_R[], L_R[], I[], K[]; + }; + + objective + { + U_R[] = u_R[] + beta * E[][U_R[1]]; + }; + + constraints + { + @exclude + C_R[] + I[] = r[] * K[-1] + w[] * L_R[] : lambda_R[]; + + K[] = (1 - delta) * K[-1] + I[]: q[]; + }; + + identities + { + log(shock_beta_R[]) = rho_beta_R * log(shock_beta_R[-1]) + epsilon_beta_R[]; + }; + + shocks + { + epsilon_beta_R[]; + }; + + calibration + { + beta = 0.99; + delta = 0.02; + sigma_C = 1.5; + sigma_L = 2.0; + rho_beta_R = 0.95; + }; +}; + +block NON_RICARDIAN_HOUSEHOLD +{ + definitions + { + u_NR[] = (C_NR[] ^ (1 - sigma_C) / (1 - sigma_C) - + L_NR[] ^ (1 + sigma_L) / (1 + sigma_L)); + }; + + controls + { + C_NR[], L_NR[]; + }; + + objective + { + U_NR[] = u_NR[] + beta * E[][U_NR[1]]; + }; + + constraints + { + @exclude + C_NR[] = w[] * L_NR[]: lambda_NR[]; + }; +}; + + +block FIRM +{ + controls + { + K[-1], L[], L_R[], L_NR[]; + }; + + objective + { + TC[] = -(r[] * K[-1] + w[] * L_R[] + w[] * L_NR[]); + }; + + constraints + { + L[] = L_R[] ^ alpha_L * L_NR[] ^ (1 - alpha_L) : mc_L[]; + Y[] = TFP[] * K[-1] ^ alpha * L[] ^ (1 - alpha) : mc[]; + }; + + identities + { + # Perfect competition + mc[] = 1; + + # Exogenous technology process + log(TFP[]) = rho_TFP * log(TFP[-1]) + epsilon_TFP[]; + }; + + shocks + { + epsilon_TFP[]; + }; + + calibration + { + alpha = 0.35; + alpha_L = 0.5; + + rho_TFP = 0.95; + }; +}; + +block EQULIBRIUM +{ + identities + { + Y[] = C_R[] + C_NR[] + I[]; + }; +}; diff --git a/GCN Files/RBC_two_household_additive.txt b/GCN Files/RBC_two_household_additive.txt new file mode 100644 index 0000000..636aefb --- /dev/null +++ b/GCN Files/RBC_two_household_additive.txt @@ -0,0 +1,183 @@ +assumptions +{ + positive + { + Y[], K[], C_NR[], C_R[], + w[], r[], mc_L[], + L[], L_NR[], L_R[], + TFP[], + alpha, alpha_L, beta, sigma_C, sigma_L, delta, omega; + }; +}; + +tryreduce +{ + U_NR[], U_R[], TC[]; +}; + +# block STEADY_STATE +# { + # definitions + # { + # f1[ss] = (r[ss] / (r[ss] - alpha * delta)); + # f2[ss] = (alpha_L * (1 - alpha_L) * (1 - alpha)) ^ (-sigma_L / sigma_C); + # f3[ss] = alpha_L ^ (sigma_L / sigma_C) + + # (1 - alpha_L) ^ (sigma_L / sigma_C); + + # }; + # identities + # { + # TFP[ss] = 1.0; + # shock_beta_R[ss] = 1.0; + + # r[ss] = 1 / beta - (1 - delta); + # w[ss] = (1 - alpha) * alpha_L ^ alpha_L * (1 - alpha_L) ^ (1 - alpha_L) * + # (r[ss] / alpha) ^ (alpha / (alpha - 1)); + # mc_L[ss] = w[ss] / alpha_L ^ alpha_L / (1 - alpha_L) ^ (1 - alpha_L); + # Y[ss] = (f1[ss] * f2[ss] * f3[ss] * w[ss] ^ ((1 + sigma_L) / sigma_C)) ^ + # (sigma_C / (sigma_L + sigma_C)); + + # L[ss] = (1 - alpha) * Y[ss] / mc_L[ss]; + + # L_R[ss] = alpha_L * L[ss] * mc_L[ss] / w[ss]; + # L_NR[ss] = (1 - alpha_L) * L[ss] * mc_L[ss] / w[ss]; + + # C_R[ss] = w[ss] ^ (1/sigma_C) * L_R[ss] ^ (-sigma_L / sigma_C); + # C_NR[ss] = w[ss] ^ (1/sigma_C) * L_NR[ss] ^ (-sigma_L / sigma_C); + + # K[ss] = alpha * Y[ss] / r[ss]; + # I[ss] = delta * K[ss]; + + # lambda_R[ss] = C_R[ss] ^ -sigma_C; + # q[ss] = lambda_R[ss]; + # lambda_NR[ss] = C_NR[ss] ^ -sigma_C; + + # }; +# }; + +block RICARDIAN_HOUSEHOLD +{ + definitions + { + u_R[] = shock_beta_R[] * (C_R[] ^ (1 - sigma_C) / (1 - sigma_C) - + L_R[] ^ (1 + sigma_L) / (1 + sigma_L)); + + Phi_I[] = (1 - gamma_I / 2 * (I[] / I[-1] - 1) ^ 2); + }; + + controls + { + C_R[], L_R[], I[], K[]; + }; + + objective + { + U_R[] = u_R[] + beta * E[][U_R[1]]; + }; + + constraints + { + @exclude + C_R[] + I[] = r[] * K[-1] + w[] * L_R[] : lambda_R[]; + + K[] = (1 - delta) * K[-1] + Phi_I[] * I[]: q[]; + }; + + identities + { + log(shock_beta_R[]) = rho_beta_R * log(shock_beta_R[-1]) + epsilon_beta_R[]; + }; + + shocks + { + epsilon_beta_R[]; + }; + + calibration + { + beta = 0.99; + delta = 0.02; + sigma_C = 1.5; + sigma_L = 2.0; + rho_beta_R = 0.95; + gamma_I = 5; + }; +}; + +block NON_RICARDIAN_HOUSEHOLD +{ + definitions + { + u_NR[] = (C_NR[] ^ (1 - sigma_C) / (1 - sigma_C) - + L_NR[] ^ (1 + sigma_L) / (1 + sigma_L)); + }; + + controls + { + C_NR[], L_NR[]; + }; + + objective + { + U_NR[] = u_NR[] + beta * E[][U_NR[1]]; + }; + + constraints + { + C_NR[] = w[] * L_NR[]: lambda_NR[]; + }; +}; + + +block FIRM +{ + controls + { + K[-1], L[]; + }; + + objective + { + TC[] = -(r[] * K[-1] + w[] * L[]); + }; + + constraints + { + Y[] = TFP[] * K[-1] ^ alpha * L[] ^ (1 - alpha) : mc[]; + }; + + identities + { + # Perfect competition + mc[] = 1; + + # Exogenous technology process + log(TFP[]) = rho_TFP * log(TFP[-1]) + epsilon_TFP[]; + }; + + shocks + { + epsilon_TFP[]; + }; + + calibration + { + alpha = 0.35; + rho_TFP = 0.95; + }; +}; + +block EQULIBRIUM +{ + identities + { + L[] = omega * L_R[] + (1 - omega) * L_NR[]; + C[] = omega * C_R[] + (1 - omega) * C_NR[]; + Y[] = C[] + I[]; + }; + + calibration + { + omega = 0.5; + }; +}; diff --git a/GCN Files/skilled_unskilled_rbc.gcn b/GCN Files/skilled_unskilled_rbc.gcn new file mode 100644 index 0000000..797f3ce --- /dev/null +++ b/GCN Files/skilled_unskilled_rbc.gcn @@ -0,0 +1,134 @@ +block STEADY_STATE +{ + identities + { + A[ss] = 1.0; + Div[ss] = 0.0; + r_u[ss] = 1 / beta_u - (1 - delta_u); + r_s[ss] = 1 / beta_s - (1 - delta_s); + }; +}; + +block SKILLED_HOUSEHOLD +{ + definitions + { + u_s[] = log(C_s[]) - Theta_s * L_s[]; + }; + + objective + { + U_s[] = u_s[] + beta_s * E[][U_s[1]]; + }; + + controls + { + C_s[], L_s[], K_s[], I_s[]; + }; + + constraints + { + C_s[] + I_s[] = w_s[] * L_s[] + r_s[] * K_s[-1] + s * Div[]: lambda_s[]; + K_s[] = (1 - delta_s) * K_s[-1] + I_s[]; + }; + + calibration + { + beta_s = 0.99; + delta_s = 0.035; + Theta_s = 1; + s = 0.5; # Share of dividend that the skilled household gets (could be alpha_L ?) + }; +}; + +block UNSKILLED_HOUSEHOLD +{ + definitions + { + u_u[] = log(C_u[]) - Theta_u * L_u[]; + }; + + objective + { + U_u[] = u_u[] + beta_u * E[][U_u[1]]; + }; + + controls + { + C_u[], L_u[], K_u[], I_u[]; + }; + + constraints + { + C_u[] + I_u[] = w_u[] * L_u[] + r_u[] * K_u[-1] + (1 - s) * Div[]: lambda_u[]; + K_u[] = (1 - delta_u) * K_u[-1] + I_u[]; + }; + + calibration + { + beta_u = 0.99; + delta_u = 0.035; + Theta_u = 1; + }; +}; + + +block FIRM +{ + objective + { + TC[] = -(r_u[] * K_u[] + r_s[] * K_s[] + w_u[] * L_u[] + w_s[] * L_s[]); + }; + + controls + { + K_u[-1], K_s[-1], L_u[], L_s[], K[], L[]; + }; + + constraints + { + # Bundle labor -- skilled/unskilled are imperfect substitutes + L[] = (alpha_L ^ (1 / psi_L) * L_u[] ^ ((psi_L - 1) / psi_L) + + (1 - alpha_L) ^ (1 / psi_L) * L_s[] ^ ((psi_L - 1) / psi_L)) ^ + (psi_L / (psi_L - 1)); + + # Bundle capital -- perfect substitutes + K[] = K_u[-1] ^ alpha_K * K_s[-1] ^ (1 - alpha_K); + + # Production function + Y[] = A[] * K[] ^ alpha * L[] ^ (1 - alpha) : P[]; + }; + + identities + { + # Perfect competition + P[] = 1; + Div[] = Y[] * P[] + TC[]; + }; + + calibration + { + alpha_L = 0.5; # share of unskilled labor in economy + alpha_K = 0.5; # share of capital stock owned by unskilled household + psi_L = 3.0; # Elasticity of substitution btwn skilled & unskilled, psi_L -> oo implies perfect substitutes + alpha = 0.66; # Share of capital in production + }; +}; + +block TECHNOLOGY +{ + identities + { + log(A[]) = rho * log(A[-1]) + epsilon_A[]; + }; + + shocks + { + epsilon_A[]; + }; + + calibration + { + rho = 0.95; + }; +}; diff --git a/examples/Multiple Households.ipynb b/examples/Multiple Households.ipynb new file mode 100644 index 0000000..7d48c05 --- /dev/null +++ b/examples/Multiple Households.ipynb @@ -0,0 +1,420 @@ +{ + "cells": [ + { + "cell_type": "code", + "execution_count": 181, + "id": "a3c80085", + "metadata": {}, + "outputs": [], + "source": [ + "import sympy as sp\n", + "import gEconpy as ge\n", + "import gEconpy.plotting as gp" + ] + }, + { + "cell_type": "code", + "execution_count": 258, + "id": "844c4ca8", + "metadata": {}, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "Model Building Complete.\n", + "Found:\n", + "\t16 equations\n", + "\t16 variables\n", + "\tThe following variables were eliminated at user request:\n", + "\t\tTC_t,U_NR_t,U_R_t\n", + "\tThe following \"variables\" were defined as constants and have been substituted away:\n", + "\t\tmc_t\n", + "\t2 stochastic shocks\n", + "\t\t 0 / 2 has a defined prior. \n", + "\t9 parameters\n", + "\t\t 0 / 9 has a defined prior. \n", + "\t0 parameters to calibrate.\n", + "Model appears well defined and ready to proceed to solving.\n", + "\n" + ] + } + ], + "source": [ + "mod = ge.model_from_gcn(\"../../../gEconpy/GCN Files/RBC_two_household_additive.gcn\")" + ] + }, + { + "cell_type": "code", + "execution_count": 262, + "id": "cf73612b", + "metadata": {}, + "outputs": [ + { + "data": { + "application/vnd.jupyter.widget-view+json": { + "model_id": "976cc10634da4f9eac50342e9245f146", + "version_major": 2, + "version_minor": 0 + }, + "text/plain": [ + "Output()" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "text/html": [ + "
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+      ],
+      "text/plain": []
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "name": "stderr",
+     "output_type": "stream",
+     "text": [
+      "Steady state found\n",
+      "--------------------------------------------------------------------------------\n",
+      "Optimizer message             The solution converged.\n",
+      "Sum of squared residuals      1.4317932293331621e-21\n",
+      "Maximum absoluate error       2.69482214321215e-11\n",
+      "Gradient L2-norm at solution  1.7978379435964637e-10\n",
+      "Max abs gradient at solution  9.149458968238378e-11\n"
+     ]
+    }
+   ],
+   "source": [
+    "ss_res, success = mod.steady_state(how=\"root\")"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 271,
+   "id": "8e61081b",
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stderr",
+     "output_type": "stream",
+     "text": [
+      "Model solution has 4 eigenvalues greater than one in modulus and 4 forward-looking variables. \n",
+      "Blanchard-Kahn condition is satisfied.\n"
+     ]
+    },
+    {
+     "data": {
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" + ], + "text/plain": [ + " Modulus Real Imaginary\n", + "0 1.653468e-35 -1.653468e-35 0.0\n", + "1 1.653028e-34 -1.653028e-34 0.0\n", + "2 1.686148e-34 1.686148e-34 0.0\n", + "3 7.255700e-23 -7.255700e-23 0.0\n", + "4 7.609220e-23 -7.609220e-23 0.0\n", + "5 9.155729e-22 9.155729e-22 0.0\n", + "6 1.014493e-21 -1.014493e-21 0.0\n", + "7 3.309565e-21 3.309565e-21 0.0\n", + "8 4.360073e-21 4.360073e-21 0.0\n", + "9 1.318637e-19 1.318637e-19 0.0\n", + "10 1.439463e-17 -1.439463e-17 0.0\n", + "11 2.998660e-17 2.998660e-17 0.0\n", + "12 7.283610e-01 -7.283610e-01 0.0\n", + "13 9.500000e-01 -9.500000e-01 0.0\n", + "14 9.500000e-01 -9.500000e-01 0.0\n", + "15 9.735574e-01 -9.735574e-01 0.0\n", + "16 1.027303e+00 -1.027303e+00 0.0\n", + "17 1.400627e+00 -1.400627e+00 0.0\n", + "18 4.756147e+06 4.756147e+06 0.0\n", + "19 4.922745e+07 4.922745e+07 0.0" + ] + }, + "execution_count": 271, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "ge.bk_condition(mod, steady_state_dict=ss_res)" + ] + }, + { + "cell_type": "code", + "execution_count": 270, + "id": "d29842a8", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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", 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" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "gp.plot_eigenvalues(mod, A=A, B=B, C=C, D=D);" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "2e3da5ae", + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": 264, + "id": "1843503f", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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+ "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "gp.plot_irf(\n", + " {\n", + " f\"Percent Ricardian = {omega:0.0%}\": ge.impulse_response_function(\n", + " mod,\n", + " shock_size={\"epsilon_beta_R\": 1.0},\n", + " verbose=False,\n", + " omega=omega,\n", + " steady_state_kwargs={\"how\": \"root\", \"verbose\": False, \"progressbar\": False},\n", + " )\n", + " for omega in [0.2, 0.5, 0.8]\n", + " },\n", + " [\"C_R\", \"C_NR\", \"L_R\", \"L_NR\", \"K\", \"I\"],\n", + " figsize=(14, 4),\n", + ");" + ] + }, + { + "cell_type": "code", + "execution_count": 265, + "id": "9cfbd055", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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", 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" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "gp.plot_irf(\n", + " {\n", + " f\"Share of Capital = {alpha:0.0%}\": ge.impulse_response_function(\n", + " mod,\n", + " shock_size={\"epsilon_TFP\": 1.0},\n", + " verbose=False,\n", + " alpha=alpha,\n", + " steady_state_kwargs={\"how\": \"root\", \"verbose\": False, \"progressbar\": False},\n", + " )\n", + " for alpha in [0.2, 0.5, 0.8]\n", + " },\n", + " [\"C_R\", \"C_NR\", \"L_R\", \"L_NR\", \"I\", \"K\"],\n", + " figsize=(14, 4),\n", + ");" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "a570e8d1", + "metadata": {}, + "outputs": [], + "source": [] + } + ], + "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": "3.12.7" + } + }, + "nbformat": 4, + "nbformat_minor": 5 +}