{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "# A New-Keynesian Model\n", "\n", "Consider the new-Keynesian business cycle model from Walsh (2017), chapter 8 expressed in log-linear terms:\n", "\n", "\\begin{align}\n", "y_t & = E_ty_{t+1} - \\sigma^{-1} (i_t - E_t\\pi_{t+1}) + g_t\\\\\n", "\\pi_t & = \\beta E_t\\pi_{t+1} + \\kappa y_t + u_t\\\\\n", "i_t & = \\phi_x y_t + \\phi_{\\pi} \\pi_t + v_t\\\\\n", "r_t & = i_t - E_t\\pi_{t+1}\\\\\n", "g_{t+1} & = \\rho_g g_{t} + \\epsilon_{t+1}^g\\\\\n", "u_{t+1} & = \\rho_u u_{t} + \\epsilon_{t+1}^u\\\\\n", "v_{t+1} & = \\rho_v v_{t} + \\epsilon_{t+1}^v\n", "\\end{align}\n", "\n", "where $y_t$ is the output gap (log-deviation of output from the natural rate), $\\pi_t$ is the quarterly rate of inflation between $t-1$ and $t$, $i_t$ is the nominal interest rate on funds moving between period $t$ and $t+1$, $r_t$ is the real interest rate, $g_t$ is the exogenous component of demand, $u_t$ is an exogenous component of inflation, and $v_t$ is the exogenous component of monetary policy.\n", "\n", "Since the model is already llinear, there is no need to approximate the equilibrium conditions. However, we'll still use the `.linear_Approximation()` method to find the matrices $A$ and $B$.\n", "\n", "## Import requisite modules" ] }, { "cell_type": "code", "execution_count": 1, "metadata": {}, "outputs": [], "source": [ "# Import numpy, pandas, linearsolve, matplotlib.pyplot\n", "import numpy as np\n", "import pandas as pd\n", "import linearsolve as ls\n", "import matplotlib.pyplot as plt\n", "plt.style.use('classic')\n", "plt.rcParams['figure.facecolor'] = 'white'" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Inintialize model and solve" ] }, { "cell_type": "code", "execution_count": 2, "metadata": {}, "outputs": [], "source": [ "# Input model parameters\n", "beta = 0.99\n", "sigma= 1\n", "eta = 1\n", "omega= 0.8\n", "kappa= (sigma+eta)*(1-omega)*(1-beta*omega)/omega\n", "\n", "rhor = 0.9\n", "phipi= 1.5\n", "phiy = 0\n", "\n", "rhog = 0.5\n", "rhou = 0.5\n", "rhov = 0.9\n", "\n", "Sigma = 0.001*np.eye(3)\n", "\n", "# Store parameters\n", "parameters = pd.Series({\n", " 'beta':beta,\n", " 'sigma':sigma,\n", " 'eta':eta,\n", " 'omega':omega,\n", " 'kappa':kappa,\n", " 'rhor':rhor,\n", " 'phipi':phipi,\n", " 'phiy':phiy,\n", " 'rhog':rhog,\n", " 'rhou':rhou,\n", " 'rhov':rhov\n", "})\n", "\n", "\n", "# Define function that computes equilibrium conditions\n", "def equations(variables_forward,variables_current,parameters):\n", " \n", " # Parameters \n", " p = parameters\n", " \n", " # Variables\n", " fwd = variables_forward\n", " cur = variables_current\n", " \n", " # Exogenous demand\n", " g_proc = p.rhog*cur.g - fwd.g\n", " \n", " # Exogenous inflation\n", " u_proc = p.rhou*cur.u - fwd.u\n", " \n", " # Exogenous monetary policy\n", " v_proc = p.rhov*cur.v - fwd.v\n", " \n", " # Euler equation\n", " euler_eqn = fwd.y -1/p.sigma*(cur.i-fwd.pi) + fwd.g - cur.y\n", " \n", " # NK Phillips curve evolution\n", " phillips_curve = p.beta*fwd.pi + p.kappa*cur.y + fwd.u - cur.pi\n", " \n", " # interest rate rule\n", " interest_rule = p.phiy*cur.y+p.phipi*cur.pi + fwd.v - cur.i\n", " \n", " # Fisher equation\n", " fisher_eqn = cur.i - fwd.pi - cur.r\n", " \n", " \n", " # Stack equilibrium conditions into a numpy array\n", " return np.array([\n", " g_proc,\n", " u_proc,\n", " v_proc,\n", " euler_eqn,\n", " phillips_curve,\n", " interest_rule,\n", " fisher_eqn\n", " ])\n", "\n", "# Initialize the nk model\n", "nk = ls.model(equations=equations,\n", " n_states=3,\n", " n_exo_states = 3,\n", " variables=['g','u','v','i','r','y','pi'],\n", " parameters=parameters)\n", "\n", "# Set the steady state of the nk model\n", "nk.set_ss([0,0,0,0,0,0,0])\n", "\n", "# Find the linear approximation around the non-stochastic steady state\n", "nk.linear_approximation()\n", "\n", "# Solve the nk model\n", "nk.solve_klein(nk.a,nk.b)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Compute impulse responses and plot\n", "\n", "Compute impulse responses of the endogenous variables to a one percent shock to each exogenous variable. Set `normalize=False` because the steady state is 0 and we do not want to divide by 0." ] }, { "cell_type": "code", "execution_count": 3, "metadata": {}, "outputs": [ { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# Compute impulse responses\n", "nk.impulse(T=11,t0=1,shocks=[0.01,0.01,0.01],normalize=False)\n", "\n", "# Create the figure and axes\n", "fig = plt.figure(figsize=(12,12))\n", "ax1 = fig.add_subplot(3,1,1)\n", "ax2 = fig.add_subplot(3,1,2)\n", "ax3 = fig.add_subplot(3,1,3)\n", "\n", "# Plot commands\n", "(nk.irs['e_g'][['g','y','i','pi','r']]*100).plot(lw='5',alpha=0.5,grid=True,title='Demand shock',ax=ax1,legend=False)\n", "(nk.irs['e_u'][['u','y','i','pi','r']]*100).plot(lw='5',alpha=0.5,grid=True,title='Inflation shock',ax=ax2,legend=False)\n", "(nk.irs['e_v'][['v','y','i','pi','r']]*100).plot(lw='5',alpha=0.5,grid=True,title='Interest rate shock',ax=ax3).legend(loc='upper center', bbox_to_anchor=(0.5, -0.1),ncol=5);" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Construct a stochastic simulation and plot\n", "\n", "Contruct a 151 period stochastic simulation by first siumlating the model for 261 periods and then dropping the first 100 values. The seed for the numpy random number generator is set to 678156. Again, set `normalize=False`." ] }, { "cell_type": "code", "execution_count": 4, "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# Compute stochastic simulation\n", "nk.stoch_sim(T=161,drop_first=100,covariance_matrix=Sigma,seed=678156,normalize=False)\n", "\n", "# Create the figure and axes\n", "fig = plt.figure(figsize=(12,4))\n", "ax1 = fig.add_subplot(1,1,1)\n", "\n", "# Plot commands\n", "nk.simulated[['y','i','pi','r']].plot(lw='5',alpha=0.5,grid=True,title='Output, inflation, and interest rates',ax=ax1).legend(loc='upper center', bbox_to_anchor=(0.5, -0.1),ncol=5);" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "And plot the simulated exogenous processes." ] }, { "cell_type": "code", "execution_count": 5, "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fig = plt.figure(figsize=(12,12))\n", "ax1 = fig.add_subplot(3,1,1)\n", "ax2 = fig.add_subplot(3,1,2)\n", "ax3 = fig.add_subplot(3,1,3)\n", "\n", "# Plot simulated exogenous shocks\n", "nk.simulated[['e_g','g']].plot(lw='5',alpha=0.5,grid=True,ax=ax1).legend(ncol=2)\n", "nk.simulated[['e_u','u']].plot(lw='5',alpha=0.5,grid=True,ax=ax2).legend(ncol=2)\n", "nk.simulated[['e_v','v']].plot(lw='5',alpha=0.5,grid=True,ax=ax3 ).legend(ncol=2);" ] } ], "metadata": { "anaconda-cloud": {}, "celltoolbar": "Raw Cell Format", "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": "3.11.5" } }, "nbformat": 4, "nbformat_minor": 4 }