{ "cells": [ { "cell_type": "markdown", "id": "1b7c3ea5", "metadata": {}, "source": [ "# Time Aware Symbols\n", "\n", "The `TimeAwareSymbol` object is an extension of `sympy.Symbol`. It is an important building block of DSGE models. This short tutorial shows what they are, and how they can be used." ] }, { "cell_type": "code", "execution_count": 1, "id": "3f7366c6", "metadata": { "ExecuteTime": { "end_time": "2026-02-21T08:38:29.181544Z", "start_time": "2026-02-21T08:38:26.838791Z" }, "execution": { "iopub.execute_input": "2025-03-15T11:41:03.928840Z", "iopub.status.busy": "2025-03-15T11:41:03.928516Z", "iopub.status.idle": "2025-03-15T11:41:05.802656Z", "shell.execute_reply": "2025-03-15T11:41:05.802307Z" } }, "outputs": [], "source": [ "import sympy as sp\n", "\n", "from gEconpy.classes.time_aware_symbol import TimeAwareSymbol" ] }, { "cell_type": "markdown", "id": "ab37d8e0", "metadata": {}, "source": [ "## Basic Functionality\n", "\n", "A `TimeAwareSymbol` functions exactly like `sp.Symbol`, except that it accepts a `time_index` argument. `time_index` is an integer that gives an offset from time `t`. Here are three examples:" ] }, { "cell_type": "code", "execution_count": 2, "id": "01b55186", "metadata": { "ExecuteTime": { "end_time": "2026-02-21T08:38:29.190116Z", "start_time": "2026-02-21T08:38:29.185225Z" }, "execution": { "iopub.execute_input": "2025-03-15T11:41:05.804444Z", "iopub.status.busy": "2025-03-15T11:41:05.804117Z", "iopub.status.idle": "2025-03-15T11:41:05.806154Z", "shell.execute_reply": "2025-03-15T11:41:05.805953Z" } }, "outputs": [], "source": [ "x_t = TimeAwareSymbol(\"x\", time_index=0)\n", "x_tm1 = TimeAwareSymbol(\"x\", time_index=-1)\n", "x_tp1 = TimeAwareSymbol(\"x\", time_index=1)" ] }, { "cell_type": "code", "execution_count": 3, "id": "9c64cb0f", "metadata": { "ExecuteTime": { "end_time": "2026-02-21T08:38:29.203098Z", "start_time": "2026-02-21T08:38:29.191162Z" }, "execution": { "iopub.execute_input": "2025-03-15T11:41:05.807297Z", "iopub.status.busy": "2025-03-15T11:41:05.807221Z", "iopub.status.idle": "2025-03-15T11:41:05.809866Z", "shell.execute_reply": "2025-03-15T11:41:05.809669Z" } }, "outputs": [ { "data": { "text/latex": [ "$\\displaystyle x_{t}$" ], "text/plain": [ "x_t" ] }, "execution_count": 3, "metadata": {}, "output_type": "execute_result" } ], "source": [ "x_t" ] }, { "cell_type": "code", "execution_count": 4, "id": "49b98d71", "metadata": { "ExecuteTime": { "end_time": "2026-02-21T08:38:29.218279Z", "start_time": "2026-02-21T08:38:29.203846Z" }, "execution": { "iopub.execute_input": "2025-03-15T11:41:05.811213Z", "iopub.status.busy": "2025-03-15T11:41:05.811125Z", "iopub.status.idle": "2025-03-15T11:41:05.812883Z", "shell.execute_reply": "2025-03-15T11:41:05.812698Z" } }, "outputs": [ { "data": { "text/latex": [ "$\\displaystyle x_{t-1}$" ], "text/plain": [ "x_t-1" ] }, "execution_count": 4, "metadata": {}, "output_type": "execute_result" } ], "source": [ "x_tm1" ] }, { "cell_type": "code", "execution_count": 5, "id": "c4698744", "metadata": { "ExecuteTime": { "end_time": "2026-02-21T08:38:29.230205Z", "start_time": "2026-02-21T08:38:29.219051Z" }, "execution": { "iopub.execute_input": "2025-03-15T11:41:05.813926Z", "iopub.status.busy": "2025-03-15T11:41:05.813844Z", "iopub.status.idle": "2025-03-15T11:41:05.815635Z", "shell.execute_reply": "2025-03-15T11:41:05.815318Z" } }, "outputs": [ { "data": { "text/latex": [ "$\\displaystyle x_{t+1}$" ], "text/plain": [ "x_t+1" ] }, "execution_count": 5, "metadata": {}, "output_type": "execute_result" } ], "source": [ "x_tp1" ] }, { "cell_type": "markdown", "id": "4405c0b9", "metadata": {}, "source": [ "The variable is build from the provided `base_name` (in this case `x`), and the `time_index`. The `name` is constructed by combining these two elements." ] }, { "cell_type": "code", "execution_count": 6, "id": "d6e4a84b", "metadata": { "ExecuteTime": { "end_time": "2026-02-21T08:38:29.245638Z", "start_time": "2026-02-21T08:38:29.233929Z" }, "execution": { "iopub.execute_input": "2025-03-15T11:41:05.816611Z", "iopub.status.busy": "2025-03-15T11:41:05.816550Z", "iopub.status.idle": "2025-03-15T11:41:05.818136Z", "shell.execute_reply": "2025-03-15T11:41:05.817929Z" } }, "outputs": [ { "data": { "text/plain": [ "'x_t'" ] }, "execution_count": 6, "metadata": {}, "output_type": "execute_result" } ], "source": [ "x_t.name" ] }, { "cell_type": "code", "execution_count": 7, "id": "2d8feb2f", "metadata": { "ExecuteTime": { "end_time": "2026-02-21T08:38:29.256578Z", "start_time": "2026-02-21T08:38:29.246269Z" }, "execution": { "iopub.execute_input": "2025-03-15T11:41:05.819109Z", "iopub.status.busy": "2025-03-15T11:41:05.819049Z", "iopub.status.idle": "2025-03-15T11:41:05.820774Z", "shell.execute_reply": "2025-03-15T11:41:05.820598Z" } }, "outputs": [ { "data": { "text/plain": [ "'x'" ] }, "execution_count": 7, "metadata": {}, "output_type": "execute_result" } ], "source": [ "x_t.base_name" ] }, { "cell_type": "code", "execution_count": 8, "id": "30eefe6e", "metadata": { "ExecuteTime": { "end_time": "2026-02-21T08:38:29.267124Z", "start_time": "2026-02-21T08:38:29.257020Z" }, "execution": { "iopub.execute_input": "2025-03-15T11:41:05.821783Z", "iopub.status.busy": "2025-03-15T11:41:05.821710Z", "iopub.status.idle": "2025-03-15T11:41:05.823376Z", "shell.execute_reply": "2025-03-15T11:41:05.823193Z" } }, "outputs": [ { "data": { "text/plain": [ "0" ] }, "execution_count": 8, "metadata": {}, "output_type": "execute_result" } ], "source": [ "x_t.time_index" ] }, { "cell_type": "markdown", "id": "356b81e4", "metadata": {}, "source": [ "There is also a `safe_name`, which can be used in contexts where the `+` or `-` in the name would be problematic. For the `safe_name`, `+` is replaced with `p`, and `-` with `m`." ] }, { "cell_type": "code", "execution_count": 9, "id": "282de615", "metadata": { "ExecuteTime": { "end_time": "2026-02-21T08:38:29.277157Z", "start_time": "2026-02-21T08:38:29.267740Z" }, "execution": { "iopub.execute_input": "2025-03-15T11:41:05.824331Z", "iopub.status.busy": "2025-03-15T11:41:05.824277Z", "iopub.status.idle": "2025-03-15T11:41:05.825955Z", "shell.execute_reply": "2025-03-15T11:41:05.825773Z" } }, "outputs": [ { "data": { "text/plain": [ "'x_t+1'" ] }, "execution_count": 9, "metadata": {}, "output_type": "execute_result" } ], "source": [ "x_tp1.name" ] }, { "cell_type": "code", "execution_count": 10, "id": "5a2d76d8", "metadata": { "ExecuteTime": { "end_time": "2026-02-21T08:38:29.287291Z", "start_time": "2026-02-21T08:38:29.278026Z" }, "execution": { "iopub.execute_input": "2025-03-15T11:41:05.826920Z", "iopub.status.busy": "2025-03-15T11:41:05.826863Z", "iopub.status.idle": "2025-03-15T11:41:05.828580Z", "shell.execute_reply": "2025-03-15T11:41:05.828378Z" } }, "outputs": [ { "data": { "text/plain": [ "'x_tp1'" ] }, "execution_count": 10, "metadata": {}, "output_type": "execute_result" } ], "source": [ "x_tp1.safe_name" ] }, { "cell_type": "code", "execution_count": 11, "id": "c52de32a", "metadata": { "ExecuteTime": { "end_time": "2026-02-21T08:38:29.297452Z", "start_time": "2026-02-21T08:38:29.288051Z" }, "execution": { "iopub.execute_input": "2025-03-15T11:41:05.829513Z", "iopub.status.busy": "2025-03-15T11:41:05.829454Z", "iopub.status.idle": "2025-03-15T11:41:05.831070Z", "shell.execute_reply": "2025-03-15T11:41:05.830893Z" } }, "outputs": [ { "data": { "text/plain": [ "'x_tm1'" ] }, "execution_count": 11, "metadata": {}, "output_type": "execute_result" } ], "source": [ "x_tm1.safe_name" ] }, { "cell_type": "markdown", "id": "a453fd69", "metadata": {}, "source": [ "Otherwise, all other arguments to `sp.Symbol` can be specified. For example, assumptions are allowed:" ] }, { "cell_type": "code", "execution_count": 12, "id": "ad0b0a50", "metadata": { "ExecuteTime": { "end_time": "2026-02-21T08:38:29.308688Z", "start_time": "2026-02-21T08:38:29.298065Z" }, "execution": { "iopub.execute_input": "2025-03-15T11:41:05.832041Z", "iopub.status.busy": "2025-03-15T11:41:05.831968Z", "iopub.status.idle": "2025-03-15T11:41:05.833648Z", "shell.execute_reply": "2025-03-15T11:41:05.833460Z" } }, "outputs": [ { "data": { "text/latex": [ "$\\displaystyle x_{t}$" ], "text/plain": [ "x_t" ] }, "execution_count": 12, "metadata": {}, "output_type": "execute_result" } ], "source": [ "x_t_positive = TimeAwareSymbol(\"x\", time_index=0, positive=True)\n", "x_t_positive" ] }, { "cell_type": "code", "execution_count": 13, "id": "b9f43fec", "metadata": { "ExecuteTime": { "end_time": "2026-02-21T08:38:29.320493Z", "start_time": "2026-02-21T08:38:29.309288Z" }, "execution": { "iopub.execute_input": "2025-03-15T11:41:05.834619Z", "iopub.status.busy": "2025-03-15T11:41:05.834564Z", "iopub.status.idle": "2025-03-15T11:41:05.836294Z", "shell.execute_reply": "2025-03-15T11:41:05.836115Z" } }, "outputs": [ { "data": { "text/plain": [ "{'commutative': True,\n", " 'complex': True,\n", " 'extended_negative': False,\n", " 'extended_nonnegative': True,\n", " 'extended_nonpositive': False,\n", " 'extended_nonzero': True,\n", " 'extended_positive': True,\n", " 'extended_real': True,\n", " 'finite': True,\n", " 'hermitian': True,\n", " 'imaginary': False,\n", " 'infinite': False,\n", " 'negative': False,\n", " 'nonnegative': True,\n", " 'nonpositive': False,\n", " 'nonzero': True,\n", " 'positive': True,\n", " 'real': True,\n", " 'zero': False}" ] }, "execution_count": 13, "metadata": {}, "output_type": "execute_result" } ], "source": [ "x_t_positive.assumptions0" ] }, { "cell_type": "markdown", "id": "0f631adc", "metadata": {}, "source": [ "## Time manipulations\n", "\n", "After creation, several methods for manipulating the time index of the variable are available:\n", "\n", "- `step_forward` increments the `time_index`\n", "- `step_backward` decremetes the `time_index`\n", "- `set_t` allows `time_index` to be set directly" ] }, { "cell_type": "code", "execution_count": 14, "id": "586d93af", "metadata": { "ExecuteTime": { "end_time": "2026-02-21T08:38:29.329750Z", "start_time": "2026-02-21T08:38:29.321289Z" }, "execution": { "iopub.execute_input": "2025-03-15T11:41:05.837373Z", "iopub.status.busy": "2025-03-15T11:41:05.837320Z", "iopub.status.idle": "2025-03-15T11:41:05.838967Z", "shell.execute_reply": "2025-03-15T11:41:05.838765Z" } }, "outputs": [ { "data": { "text/latex": [ "$\\displaystyle x_{t+1}$" ], "text/plain": [ "x_t+1" ] }, "execution_count": 14, "metadata": {}, "output_type": "execute_result" } ], "source": [ "x_t.step_forward()" ] }, { "cell_type": "code", "execution_count": 15, "id": "4035fa2d", "metadata": { "ExecuteTime": { "end_time": "2026-02-21T08:38:29.343189Z", "start_time": "2026-02-21T08:38:29.333111Z" }, "execution": { "iopub.execute_input": "2025-03-15T11:41:05.839942Z", "iopub.status.busy": "2025-03-15T11:41:05.839891Z", "iopub.status.idle": "2025-03-15T11:41:05.841496Z", "shell.execute_reply": "2025-03-15T11:41:05.841310Z" } }, "outputs": [ { "data": { "text/latex": [ "$\\displaystyle x_{t-1}$" ], "text/plain": [ "x_t-1" ] }, "execution_count": 15, "metadata": {}, "output_type": "execute_result" } ], "source": [ "x_t.step_backward()" ] }, { "cell_type": "markdown", "id": "ecfe78a0", "metadata": {}, "source": [ "The most important feature of `TimeAwareSymbol`s is that when two `TimeAwareSymbol`s have the same `base_name` and `time_index`, they evaulate as equal" ] }, { "cell_type": "code", "execution_count": 16, "id": "9e4097ba", "metadata": { "ExecuteTime": { "end_time": "2026-02-21T08:38:29.354071Z", "start_time": "2026-02-21T08:38:29.343997Z" }, "execution": { "iopub.execute_input": "2025-03-15T11:41:05.842470Z", "iopub.status.busy": "2025-03-15T11:41:05.842399Z", "iopub.status.idle": "2025-03-15T11:41:05.843882Z", "shell.execute_reply": "2025-03-15T11:41:05.843714Z" } }, "outputs": [ { "data": { "text/plain": [ "True" ] }, "execution_count": 16, "metadata": {}, "output_type": "execute_result" } ], "source": [ "x_t.step_backward() == x_tm1" ] }, { "cell_type": "code", "execution_count": 17, "id": "466bdba8", "metadata": { "ExecuteTime": { "end_time": "2026-02-21T08:38:29.362029Z", "start_time": "2026-02-21T08:38:29.354616Z" }, "execution": { "iopub.execute_input": "2025-03-15T11:41:05.844879Z", "iopub.status.busy": "2025-03-15T11:41:05.844824Z", "iopub.status.idle": "2025-03-15T11:41:05.846553Z", "shell.execute_reply": "2025-03-15T11:41:05.846366Z" } }, "outputs": [ { "data": { "text/plain": [ "True" ] }, "execution_count": 17, "metadata": {}, "output_type": "execute_result" } ], "source": [ "x_t.step_forward() == x_tp1" ] }, { "cell_type": "markdown", "id": "bd087fd9", "metadata": {}, "source": [ "### Steady State\n", "\n", "Another important concept in analysis of dynamic systems is a \"steady state\". A steady state is an equlibrium such that $x_t = x_{t+1} = x_{t+1} = \\dots = x_{ss}$ \n", "\n", "Variables can be sent to the steady state using the `to_ss` method" ] }, { "cell_type": "code", "execution_count": 18, "id": "b29f782b", "metadata": { "ExecuteTime": { "end_time": "2026-02-21T08:38:29.394697Z", "start_time": "2026-02-21T08:38:29.368266Z" }, "execution": { "iopub.execute_input": "2025-03-15T11:41:05.847527Z", "iopub.status.busy": "2025-03-15T11:41:05.847475Z", "iopub.status.idle": "2025-03-15T11:41:05.849122Z", "shell.execute_reply": "2025-03-15T11:41:05.848925Z" } }, "outputs": [ { "data": { "text/latex": [ "$\\displaystyle x_{ss}$" ], "text/plain": [ "x_ss" ] }, "execution_count": 18, "metadata": {}, "output_type": "execute_result" } ], "source": [ "x_t.to_ss()" ] }, { "cell_type": "markdown", "id": "a7869fff", "metadata": {}, "source": [ "Since 'ss' is a special `time_index`, variables of the same `base_name` sent to the steady state will evaluate to equal" ] }, { "cell_type": "code", "execution_count": 19, "id": "bb60cdaa", "metadata": { "ExecuteTime": { "end_time": "2026-02-21T08:38:29.407546Z", "start_time": "2026-02-21T08:38:29.397934Z" }, "execution": { "iopub.execute_input": "2025-03-15T11:41:05.850118Z", "iopub.status.busy": "2025-03-15T11:41:05.850067Z", "iopub.status.idle": "2025-03-15T11:41:05.851667Z", "shell.execute_reply": "2025-03-15T11:41:05.851487Z" } }, "outputs": [ { "data": { "text/plain": [ "True" ] }, "execution_count": 19, "metadata": {}, "output_type": "execute_result" } ], "source": [ "x_t.to_ss() == x_tp1.to_ss()" ] }, { "cell_type": "markdown", "id": "e4b6827c", "metadata": {}, "source": [ "# Working with Equations\n", "\n", "`TimeAwareSymbols` subclass `Symbol`, so anything you can do with a symbol can be done with a `TimeAwareSymbol`.\n", "\n", "For example, you can do algebraic manipulations" ] }, { "cell_type": "code", "execution_count": 20, "id": "509ea9eb", "metadata": { "ExecuteTime": { "end_time": "2026-02-21T08:38:29.437661Z", "start_time": "2026-02-21T08:38:29.408441Z" }, "execution": { "iopub.execute_input": "2025-03-15T11:41:05.852812Z", "iopub.status.busy": "2025-03-15T11:41:05.852735Z", "iopub.status.idle": "2025-03-15T11:41:05.872492Z", "shell.execute_reply": "2025-03-15T11:41:05.872317Z" } }, "outputs": [ { "data": { "text/latex": [ "$\\displaystyle x_{t+1} = \\frac{x_{t}}{2} + \\frac{x_{t-1}}{2}$" ], "text/plain": [ "Eq(x_t+1, x_t/2 + x_t-1/2)" ] }, "execution_count": 20, "metadata": {}, "output_type": "execute_result" } ], "source": [ "eq = sp.Eq(x_tp1, (x_t + x_tm1) / 2)\n", "eq" ] }, { "cell_type": "markdown", "id": "415fadc9", "metadata": {}, "source": [ "Or call `sympy.solve`" ] }, { "cell_type": "code", "execution_count": 21, "id": "fc262e13", "metadata": { "ExecuteTime": { "end_time": "2026-02-21T08:38:29.495286Z", "start_time": "2026-02-21T08:38:29.438610Z" }, "execution": { "iopub.execute_input": "2025-03-15T11:41:05.873595Z", "iopub.status.busy": "2025-03-15T11:41:05.873533Z", "iopub.status.idle": "2025-03-15T11:41:05.922362Z", "shell.execute_reply": "2025-03-15T11:41:05.922167Z" } }, "outputs": [ { "data": { "text/latex": [ "$\\displaystyle 2 x_{t+1} - x_{t-1}$" ], "text/plain": [ "2*x_t+1 - x_t-1" ] }, "execution_count": 21, "metadata": {}, "output_type": "execute_result" } ], "source": [ "sp.solve(eq, x_t)[0]" ] }, { "cell_type": "markdown", "id": "ea9708ac", "metadata": {}, "source": [ "Usually, though, you are going to want to manipulate the time indices for entire expressions. Unfortunately, there is no `TimeAwareExpr`. Instead, `gEconpy` gives some helper functions for manipulation of equations that include `TimeAwareSymbols`. These are:\n", "\n", "- `step_equation_forward`\n", "- `step_equation_backward`\n", "- `eq_to_ss`\n", "\n", "The equations do what the names suggest" ] }, { "cell_type": "code", "execution_count": 22, "id": "886f615a", "metadata": { "ExecuteTime": { "end_time": "2026-02-21T08:38:29.500496Z", "start_time": "2026-02-21T08:38:29.496192Z" }, "execution": { "iopub.execute_input": "2025-03-15T11:41:05.923472Z", "iopub.status.busy": "2025-03-15T11:41:05.923389Z", "iopub.status.idle": "2025-03-15T11:41:05.924735Z", "shell.execute_reply": "2025-03-15T11:41:05.924553Z" } }, "outputs": [], "source": [ "from gEconpy.utilities import (\n", " eq_to_ss,\n", " step_equation_backward,\n", " step_equation_forward,\n", ")" ] }, { "cell_type": "code", "execution_count": 23, "id": "d5f266c3", "metadata": { "ExecuteTime": { "end_time": "2026-02-21T08:38:29.514808Z", "start_time": "2026-02-21T08:38:29.500837Z" }, "execution": { "iopub.execute_input": "2025-03-15T11:41:05.925729Z", "iopub.status.busy": "2025-03-15T11:41:05.925657Z", "iopub.status.idle": "2025-03-15T11:41:05.929826Z", "shell.execute_reply": "2025-03-15T11:41:05.929648Z" } }, "outputs": [ { "data": { "text/latex": [ "$\\displaystyle x_{t+2} = \\frac{x_{t}}{2} + \\frac{x_{t+1}}{2}$" ], "text/plain": [ "Eq(x_t+2, x_t/2 + x_t+1/2)" ] }, "execution_count": 23, "metadata": {}, "output_type": "execute_result" } ], "source": [ "step_equation_forward(eq)" ] }, { "cell_type": "code", "execution_count": 24, "id": "7346e163", "metadata": { "ExecuteTime": { "end_time": "2026-02-21T08:38:29.526258Z", "start_time": "2026-02-21T08:38:29.515305Z" }, "execution": { "iopub.execute_input": "2025-03-15T11:41:05.930800Z", "iopub.status.busy": "2025-03-15T11:41:05.930746Z", "iopub.status.idle": "2025-03-15T11:41:05.934609Z", "shell.execute_reply": "2025-03-15T11:41:05.934421Z" } }, "outputs": [ { "data": { "text/latex": [ "$\\displaystyle x_{t} = \\frac{x_{t-1}}{2} + \\frac{x_{t-2}}{2}$" ], "text/plain": [ "Eq(x_t, x_t-1/2 + x_t-2/2)" ] }, "execution_count": 24, "metadata": {}, "output_type": "execute_result" } ], "source": [ "step_equation_backward(eq)" ] }, { "cell_type": "code", "execution_count": 25, "id": "4a86a257", "metadata": { "ExecuteTime": { "end_time": "2026-02-21T08:38:29.538864Z", "start_time": "2026-02-21T08:38:29.526699Z" }, "execution": { "iopub.execute_input": "2025-03-15T11:41:05.935543Z", "iopub.status.busy": "2025-03-15T11:41:05.935488Z", "iopub.status.idle": "2025-03-15T11:41:05.937701Z", "shell.execute_reply": "2025-03-15T11:41:05.937526Z" } }, "outputs": [ { "data": { "text/latex": [ "$\\displaystyle 0$" ], "text/plain": [ "0" ] }, "execution_count": 25, "metadata": {}, "output_type": "execute_result" } ], "source": [ "eq_to_ss(eq.lhs - eq.rhs)" ] }, { "cell_type": "markdown", "id": "729de928", "metadata": {}, "source": [ "# Example 1: $AR(1)$ to $MA(\\infty)$\n", "\n", "Using these tools, we can do powerful analysis on time series. \n", "\n", "Consider an AR(1) system:\n", "\n", "$$ x_t = \\rho x_{t-1} + \\epsilon_t$$\n", "\n", "We can use `step_equation_backward` together with repeated substitution to derive the $MA(\\infty)$ form of the $AR(1)$ system" ] }, { "cell_type": "code", "execution_count": 26, "id": "2952f2e5", "metadata": { "ExecuteTime": { "end_time": "2026-02-21T08:38:29.543877Z", "start_time": "2026-02-21T08:38:29.539900Z" }, "execution": { "iopub.execute_input": "2025-03-15T11:41:05.938796Z", "iopub.status.busy": "2025-03-15T11:41:05.938740Z", "iopub.status.idle": "2025-03-15T11:41:05.940193Z", "shell.execute_reply": "2025-03-15T11:41:05.940012Z" } }, "outputs": [], "source": [ "eps_t = TimeAwareSymbol(\"\\\\varepsilon\", 0)\n", "rho = sp.Symbol(\"rho\", positive=True)\n", "\n", "# This is only the right-hand side, remember there's an x_t on the left\n", "ar_1_rhs = rho * x_tm1 + eps_t" ] }, { "cell_type": "markdown", "id": "4af732d4", "metadata": {}, "source": [ "We will iterative shift the equation backwards and substitute" ] }, { "cell_type": "code", "execution_count": 27, "id": "2bdbb2eb", "metadata": { "ExecuteTime": { "end_time": "2026-02-21T08:38:29.597546Z", "start_time": "2026-02-21T08:38:29.544210Z" }, "execution": { "iopub.execute_input": "2025-03-15T11:41:05.941188Z", "iopub.status.busy": "2025-03-15T11:41:05.941133Z", "iopub.status.idle": "2025-03-15T11:41:05.973386Z", "shell.execute_reply": "2025-03-15T11:41:05.973178Z" } }, "outputs": [ { "data": { "text/latex": [ "$\\displaystyle x_{t} = \\rho x_{t-1} + \\varepsilon_{t}$" ], "text/plain": [ "Eq(x_t, rho*x_t-1 + \\varepsilon_t)" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/latex": [ "$\\displaystyle x_{t} = \\rho^{2} x_{t-2} + \\rho \\varepsilon_{t-1} + \\varepsilon_{t}$" ], "text/plain": [ "Eq(x_t, rho**2*x_t-2 + rho*\\varepsilon_t-1 + \\varepsilon_t)" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/latex": [ "$\\displaystyle x_{t} = \\rho^{3} x_{t-3} + \\rho^{2} \\varepsilon_{t-2} + \\rho \\varepsilon_{t-1} + \\varepsilon_{t}$" ], "text/plain": [ "Eq(x_t, rho**3*x_t-3 + rho**2*\\varepsilon_t-2 + rho*\\varepsilon_t-1 + \\varepsilon_t)" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/latex": [ "$\\displaystyle x_{t} = \\rho^{4} x_{t-4} + \\rho^{3} \\varepsilon_{t-3} + \\rho^{2} \\varepsilon_{t-2} + \\rho \\varepsilon_{t-1} + \\varepsilon_{t}$" ], "text/plain": [ "Eq(x_t, rho**4*x_t-4 + rho**3*\\varepsilon_t-3 + rho**2*\\varepsilon_t-2 + rho*\\varepsilon_t-1 + \\varepsilon_t)" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/latex": [ "$\\displaystyle x_{t} = \\rho^{5} x_{t-5} + \\rho^{4} \\varepsilon_{t-4} + \\rho^{3} \\varepsilon_{t-3} + \\rho^{2} \\varepsilon_{t-2} + \\rho \\varepsilon_{t-1} + \\varepsilon_{t}$" ], "text/plain": [ "Eq(x_t, rho**5*x_t-5 + rho**4*\\varepsilon_t-4 + rho**3*\\varepsilon_t-3 + rho**2*\\varepsilon_t-2 + rho*\\varepsilon_t-1 + \\varepsilon_t)" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/latex": [ "$\\displaystyle x_{t} = \\rho^{6} x_{t-6} + \\rho^{5} \\varepsilon_{t-5} + \\rho^{4} \\varepsilon_{t-4} + \\rho^{3} \\varepsilon_{t-3} + \\rho^{2} \\varepsilon_{t-2} + \\rho \\varepsilon_{t-1} + \\varepsilon_{t}$" ], "text/plain": [ "Eq(x_t, rho**6*x_t-6 + rho**5*\\varepsilon_t-5 + rho**4*\\varepsilon_t-4 + rho**3*\\varepsilon_t-3 + rho**2*\\varepsilon_t-2 + rho*\\varepsilon_t-1 + \\varepsilon_t)" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/latex": [ "$\\displaystyle x_{t} = \\rho^{7} x_{t-7} + \\rho^{6} \\varepsilon_{t-6} + \\rho^{5} \\varepsilon_{t-5} + \\rho^{4} \\varepsilon_{t-4} + \\rho^{3} \\varepsilon_{t-3} + \\rho^{2} \\varepsilon_{t-2} + \\rho \\varepsilon_{t-1} + \\varepsilon_{t}$" ], "text/plain": [ "Eq(x_t, rho**7*x_t-7 + rho**6*\\varepsilon_t-6 + rho**5*\\varepsilon_t-5 + rho**4*\\varepsilon_t-4 + rho**3*\\varepsilon_t-3 + rho**2*\\varepsilon_t-2 + rho*\\varepsilon_t-1 + \\varepsilon_t)" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/latex": [ "$\\displaystyle x_{t} = \\rho^{8} x_{t-8} + \\rho^{7} \\varepsilon_{t-7} + \\rho^{6} \\varepsilon_{t-6} + \\rho^{5} \\varepsilon_{t-5} + \\rho^{4} \\varepsilon_{t-4} + \\rho^{3} \\varepsilon_{t-3} + \\rho^{2} \\varepsilon_{t-2} + \\rho \\varepsilon_{t-1} + \\varepsilon_{t}$" ], "text/plain": [ "Eq(x_t, rho**8*x_t-8 + rho**7*\\varepsilon_t-7 + rho**6*\\varepsilon_t-6 + rho**5*\\varepsilon_t-5 + rho**4*\\varepsilon_t-4 + rho**3*\\varepsilon_t-3 + rho**2*\\varepsilon_t-2 + rho*\\varepsilon_t-1 + \\varepsilon_t)" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/latex": [ "$\\displaystyle x_{t} = \\rho^{9} x_{t-9} + \\rho^{8} \\varepsilon_{t-8} + \\rho^{7} \\varepsilon_{t-7} + \\rho^{6} \\varepsilon_{t-6} + \\rho^{5} \\varepsilon_{t-5} + \\rho^{4} \\varepsilon_{t-4} + \\rho^{3} \\varepsilon_{t-3} + \\rho^{2} \\varepsilon_{t-2} + \\rho \\varepsilon_{t-1} + \\varepsilon_{t}$" ], "text/plain": [ "Eq(x_t, rho**9*x_t-9 + rho**8*\\varepsilon_t-8 + rho**7*\\varepsilon_t-7 + rho**6*\\varepsilon_t-6 + rho**5*\\varepsilon_t-5 + rho**4*\\varepsilon_t-4 + rho**3*\\varepsilon_t-3 + rho**2*\\varepsilon_t-2 + rho*\\varepsilon_t-1 + \\varepsilon_t)" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/latex": [ "$\\displaystyle x_{t} = \\rho^{10} x_{t-10} + \\rho^{9} \\varepsilon_{t-9} + \\rho^{8} \\varepsilon_{t-8} + \\rho^{7} \\varepsilon_{t-7} + \\rho^{6} \\varepsilon_{t-6} + \\rho^{5} \\varepsilon_{t-5} + \\rho^{4} \\varepsilon_{t-4} + \\rho^{3} \\varepsilon_{t-3} + \\rho^{2} \\varepsilon_{t-2} + \\rho \\varepsilon_{t-1} + \\varepsilon_{t}$" ], "text/plain": [ "Eq(x_t, rho**10*x_t-10 + rho**9*\\varepsilon_t-9 + rho**8*\\varepsilon_t-8 + rho**7*\\varepsilon_t-7 + rho**6*\\varepsilon_t-6 + rho**5*\\varepsilon_t-5 + rho**4*\\varepsilon_t-4 + rho**3*\\varepsilon_t-3 + rho**2*\\varepsilon_t-2 + rho*\\varepsilon_t-1 + \\varepsilon_t)" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "curr_x = x_t\n", "curr_rhs = ar_1_rhs.copy()\n", "for _ in range(10):\n", " display(sp.Eq(x_t, ar_1_rhs))\n", " curr_x = curr_x.step_backward()\n", " curr_rhs = step_equation_backward(curr_rhs)\n", " ar_1_rhs = ar_1_rhs.subs({curr_x: curr_rhs}).expand()" ] }, { "cell_type": "markdown", "id": "09fe5335", "metadata": {}, "source": [ "Since $\\rho \\in (0, 1)$, the leading term will eventually go to zero, and we recover the well-known equation:\n", "\n", "$$ x_t = \\sum_{s=0}^t \\rho^s \\varepsilon_{t-s}$$\n", "\n", "I don't know any way for sympy to automatically detect the presence of this series and rewrite into summation notation -- if you do, open an issue so I can update this example! " ] }, { "cell_type": "markdown", "id": "b9ca6207", "metadata": {}, "source": [ "# Example 2: Analytical Steady State\n", "\n", "More useful, perhaps, is that we can use `TimeAwareSymbols` to derive the steady state of a dynamical system. Consider the AR(1) equation again:" ] }, { "cell_type": "code", "execution_count": 28, "id": "0330395e", "metadata": { "ExecuteTime": { "end_time": "2026-02-21T08:38:29.613635Z", "start_time": "2026-02-21T08:38:29.599442Z" }, "execution": { "iopub.execute_input": "2025-03-15T11:41:05.974504Z", "iopub.status.busy": "2025-03-15T11:41:05.974424Z", "iopub.status.idle": "2025-03-15T11:41:05.976241Z", "shell.execute_reply": "2025-03-15T11:41:05.976044Z" } }, "outputs": [ { "data": { "text/latex": [ "$\\displaystyle x_{t} = \\rho x_{t-1} + \\varepsilon_{t}$" ], "text/plain": [ "Eq(x_t, rho*x_t-1 + \\varepsilon_t)" ] }, "execution_count": 28, "metadata": {}, "output_type": "execute_result" } ], "source": [ "ar_1 = sp.Eq(x_t, rho * x_tm1 + eps_t)\n", "ar_1" ] }, { "cell_type": "markdown", "id": "25fd61be", "metadata": {}, "source": [ "We can send this to the steady-state and compute the value of $x_{ss}$" ] }, { "cell_type": "code", "execution_count": 29, "id": "c78ba100", "metadata": { "ExecuteTime": { "end_time": "2026-02-21T08:38:29.633497Z", "start_time": "2026-02-21T08:38:29.614322Z" }, "execution": { "iopub.execute_input": "2025-03-15T11:41:05.977248Z", "iopub.status.busy": "2025-03-15T11:41:05.977192Z", "iopub.status.idle": "2025-03-15T11:41:05.988311Z", "shell.execute_reply": "2025-03-15T11:41:05.988123Z" } }, "outputs": [ { "data": { "text/latex": [ "$\\displaystyle - \\frac{\\varepsilon_{ss}}{\\rho - 1}$" ], "text/plain": [ "-\\varepsilon_ss/(rho - 1)" ] }, "execution_count": 29, "metadata": {}, "output_type": "execute_result" } ], "source": [ "sp.solve(eq_to_ss(ar_1), x_t.to_ss())[0]" ] }, { "cell_type": "markdown", "id": "2f5a8fc7", "metadata": {}, "source": [ "Obviously we need to know something about $\\varepsilon_{ss}$. We typtically assume $\\varepsilon_t ~ N(0, \\sigma)$. In the (deterministic!) steady state, there are no shocks, so $\\varepsilon_{ss} = 0$. \n", "\n", "Let's generalize the equation to allow a drift in the shocks, so $\\varepsilon_t ~ N(\\mu, \\sigma)$. We can pull out the $\\mu$ using the properties of normal distributions to obtain:\n", "\n", "$$x_t = \\mu + \\rho x_{t-1} + \\varepsilon_t$$" ] }, { "cell_type": "code", "execution_count": 30, "id": "1c8ee016", "metadata": { "ExecuteTime": { "end_time": "2026-02-21T08:38:29.649415Z", "start_time": "2026-02-21T08:38:29.636424Z" }, "execution": { "iopub.execute_input": "2025-03-15T11:41:05.989381Z", "iopub.status.busy": "2025-03-15T11:41:05.989324Z", "iopub.status.idle": "2025-03-15T11:41:05.992317Z", "shell.execute_reply": "2025-03-15T11:41:05.992132Z" } }, "outputs": [ { "data": { "text/latex": [ "$\\displaystyle x_{t} = \\mu + \\rho x_{t-1} + \\varepsilon_{t}$" ], "text/plain": [ "Eq(x_t, mu + rho*x_t-1 + \\varepsilon_t)" ] }, "execution_count": 30, "metadata": {}, "output_type": "execute_result" } ], "source": [ "mu = sp.Symbol(\"mu\")\n", "ar_1 = sp.Eq(x_t, mu + rho * x_tm1 + eps_t)\n", "ar_1" ] }, { "cell_type": "markdown", "id": "71c140ff", "metadata": {}, "source": [ "Solving for the steady state gives the well-known expression for the AR(1) steady state" ] }, { "cell_type": "code", "execution_count": 31, "id": "403eced5", "metadata": { "ExecuteTime": { "end_time": "2026-02-21T08:38:29.665916Z", "start_time": "2026-02-21T08:38:29.650741Z" }, "execution": { "iopub.execute_input": "2025-03-15T11:41:05.993597Z", "iopub.status.busy": "2025-03-15T11:41:05.993539Z", "iopub.status.idle": "2025-03-15T11:41:05.999375Z", "shell.execute_reply": "2025-03-15T11:41:05.999167Z" } }, "outputs": [ { "data": { "text/latex": [ "$\\displaystyle - \\frac{\\mu}{\\rho - 1}$" ], "text/plain": [ "-mu/(rho - 1)" ] }, "execution_count": 31, "metadata": {}, "output_type": "execute_result" } ], "source": [ "sp.solve(eq_to_ss(ar_1).subs({eps_t.to_ss(): 0}), x_t.to_ss())[0]" ] }, { "cell_type": "markdown", "id": "8f4c3365", "metadata": {}, "source": [ "# Example 3: Deterministic RBC\n", "\n", "Consider an RBC model defined (in reduced form) as follows:" ] }, { "cell_type": "code", "execution_count": 32, "id": "b95f909d", "metadata": { "ExecuteTime": { "end_time": "2026-02-21T08:38:29.691220Z", "start_time": "2026-02-21T08:38:29.666587Z" }, "execution": { "iopub.execute_input": "2025-03-15T11:41:06.000475Z", "iopub.status.busy": "2025-03-15T11:41:06.000418Z", "iopub.status.idle": "2025-03-15T11:41:06.006890Z", "shell.execute_reply": "2025-03-15T11:41:06.006705Z" } }, "outputs": [ { "data": { "text/latex": [ "$\\displaystyle - \\beta \\left(\\alpha K_{t+1}^{\\alpha - 1} e^{A_{t+1}} - \\delta + 1\\right) + \\frac{C_{t+1}}{C_{t}}$" ], "text/plain": [ "-beta*(alpha*K_t+1**(alpha - 1)*exp(A_t+1) - delta + 1) + C_t+1/C_t" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/latex": [ "$\\displaystyle C_{t} - K_{t} \\left(1 - \\delta\\right) - K_{t}^{\\alpha} e^{A_{t}} + K_{t+1}$" ], "text/plain": [ "C_t - K_t*(1 - delta) - K_t**alpha*exp(A_t) + K_t+1" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/latex": [ "$\\displaystyle - \\rho A_{t-1} + A_{t} - \\varepsilon_{t}$" ], "text/plain": [ "-rho*A_t-1 + A_t - \\varepsilon_t" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "C, K, A, epsilon = [TimeAwareSymbol(x, 0) for x in [\"C\", \"K\", \"A\", \"\\\\varepsilon\"]]\n", "alpha, beta, delta, rho = sp.symbols(\n", " \"alpha beta delta rho\",\n", ")\n", "\n", "euler = C.step_forward() / C - beta * (alpha * sp.exp(A.step_forward()) * K.step_forward() ** (alpha - 1) + 1 - delta)\n", "transition = K.step_forward() - (sp.exp(A) * K**alpha + (1 - delta) * K - C)\n", "shock = A - rho * A.step_backward() - epsilon\n", "\n", "system = [euler, transition, shock]\n", "for eq in system:\n", " display(eq)" ] }, { "cell_type": "markdown", "id": "641d56b8", "metadata": {}, "source": [ "We can use `TimeAwareSymbols` to solve for the deterministic steady state of this entire system in one fell swoop" ] }, { "cell_type": "code", "execution_count": 33, "id": "53357a4e", "metadata": { "ExecuteTime": { "end_time": "2026-02-21T08:38:29.909310Z", "start_time": "2026-02-21T08:38:29.694449Z" }, "execution": { "iopub.execute_input": "2025-03-15T11:41:06.008005Z", "iopub.status.busy": "2025-03-15T11:41:06.007927Z", "iopub.status.idle": "2025-03-15T11:41:06.231687Z", "shell.execute_reply": "2025-03-15T11:41:06.231480Z" } }, "outputs": [ { "data": { "text/latex": [ "$\\displaystyle A_{ss} = 0$" ], "text/plain": [ "Eq(A_ss, 0)" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/latex": [ "$\\displaystyle C_{ss} = - \\delta \\left(\\frac{\\beta \\left(\\delta - 1\\right) + 1}{\\alpha \\beta}\\right)^{\\frac{1}{\\alpha - 1}} + \\left(\\left(\\frac{\\beta \\left(\\delta - 1\\right) + 1}{\\alpha \\beta}\\right)^{\\frac{1}{\\alpha - 1}}\\right)^{\\alpha}$" ], "text/plain": [ "Eq(C_ss, -delta*((beta*(delta - 1) + 1)/(alpha*beta))**(1/(alpha - 1)) + (((beta*(delta - 1) + 1)/(alpha*beta))**(1/(alpha - 1)))**alpha)" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/latex": [ "$\\displaystyle K_{ss} = \\left(\\frac{\\beta \\delta - \\beta + 1}{\\alpha \\beta}\\right)^{\\frac{1}{\\alpha - 1}}$" ], "text/plain": [ "Eq(K_ss, ((beta*delta - beta + 1)/(alpha*beta))**(1/(alpha - 1)))" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "ss_system = [eq_to_ss(eq).simplify().subs({epsilon.to_ss(): 0.0}) for eq in system]\n", "ss_dict = sp.solve(ss_system, [K.to_ss(), C.to_ss(), A.to_ss()], dict=True)[0]\n", "\n", "for var, eq in ss_dict.items():\n", " display(sp.Eq(var, eq))" ] }, { "cell_type": "markdown", "id": "0c70e2a6", "metadata": {}, "source": [ "Using `sp.lambdify`, we can compile a function that computes the steady state of the system given input parameters. This is essentially what `gEconpy` does internally when solving for the steady state of a DSGE model." ] }, { "cell_type": "code", "execution_count": 34, "id": "dd01f69d", "metadata": { "ExecuteTime": { "end_time": "2026-02-21T08:38:29.926410Z", "start_time": "2026-02-21T08:38:29.910120Z" }, "execution": { "iopub.execute_input": "2025-03-15T11:41:06.232907Z", "iopub.status.busy": "2025-03-15T11:41:06.232840Z", "iopub.status.idle": "2025-03-15T11:41:06.239095Z", "shell.execute_reply": "2025-03-15T11:41:06.238910Z" } }, "outputs": [ { "data": { "text/plain": [ "[0, 1.9825902234443513, 19.50030034168597]" ] }, "execution_count": 34, "metadata": {}, "output_type": "execute_result" } ], "source": [ "f_ss = sp.lambdify([alpha, beta, delta, rho], list(ss_dict.values()))\n", "param_dict = {\"alpha\": 0.33, \"beta\": 0.99, \"delta\": 0.035, \"rho\": 0.95}\n", "f_ss(**param_dict)" ] }, { "cell_type": "markdown", "id": "194c01e7", "metadata": {}, "source": [ "### Phase Diagram\n", "\n", "Since this system is deterministic, we can construct a phase diagram showing system dynamics for a given $(C_t, K_t)$ tuple. To do this, we first need to re-arrange the Euler equation and law of motion of capital to obtain rates of change, $\\Delta C_{t+1}$ and $\\Delta K_{t+1}$. For $\\Delta C_{t+1}$ we get:\n", "\n", "$$\\begin{align}\n", "\\Delta C_{t+1} &= C_{t+1} - C_t \\\\\n", "&= \\beta C_t \\left (\\alpha K_{t+1}^{\\alpha - 1} + (1 - \\delta) \\right ) - C_t \\\\\n", "&= \\left (\\beta \\alpha K_{t+1}^{\\alpha - 1} + \\beta (1 - \\delta) - 1 \\right ) C_t\n", "\\end{align}$$\n", "\n", "For the second line, the Euler equation was solved for $C_{t+1}$ and substituted.\n", "\n", "For $\\Delta K_{t+1}$:\n", "\n", "$$\\begin{align}\n", "\\Delta K_{t+1} &= K_{t+1} - K_t \\\\\n", "&= K_t^\\alpha + (1 - \\delta) K_t - C_t \\\\\n", "\\end{align}$$\n", "\n", "Computing these $\\Delta$s over a grid of points will give us a phase diagram. Let's look at how these can be solved for with `sympy`:" ] }, { "cell_type": "code", "execution_count": 35, "id": "795a1847", "metadata": { "ExecuteTime": { "end_time": "2026-02-21T08:38:29.954493Z", "start_time": "2026-02-21T08:38:29.927663Z" }, "execution": { "iopub.execute_input": "2025-03-15T11:41:06.240187Z", "iopub.status.busy": "2025-03-15T11:41:06.240125Z", "iopub.status.idle": "2025-03-15T11:41:06.254988Z", "shell.execute_reply": "2025-03-15T11:41:06.254784Z" } }, "outputs": [ { "data": { "text/latex": [ "$\\displaystyle \\beta C_{t} \\left(\\alpha K_{t+1}^{\\alpha - 1} e^{A_{t+1}} - \\delta + 1\\right)$" ], "text/plain": [ "beta*C_t*(alpha*K_t+1**(alpha - 1)*exp(A_t+1) - delta + 1)" ] }, "execution_count": 35, "metadata": {}, "output_type": "execute_result" } ], "source": [ "C_tp1 = sp.solve(euler, C.set_t(1))[0]\n", "C_tp1" ] }, { "cell_type": "code", "execution_count": 36, "id": "8eb5d492", "metadata": { "ExecuteTime": { "end_time": "2026-02-21T08:38:29.966493Z", "start_time": "2026-02-21T08:38:29.954985Z" }, "execution": { "iopub.execute_input": "2025-03-15T11:41:06.256094Z", "iopub.status.busy": "2025-03-15T11:41:06.256033Z", "iopub.status.idle": "2025-03-15T11:41:06.259141Z", "shell.execute_reply": "2025-03-15T11:41:06.258957Z" } }, "outputs": [ { "data": { "text/latex": [ "$\\displaystyle C_{t} \\left(\\beta \\left(\\alpha K_{t+1}^{\\alpha - 1} - \\delta + 1\\right) - 1\\right)$" ], "text/plain": [ "C_t*(beta*(alpha*K_t+1**(alpha - 1) - delta + 1) - 1)" ] }, "execution_count": 36, "metadata": {}, "output_type": "execute_result" } ], "source": [ "Delta_C = (C_tp1 - C).collect(C).subs({A.set_t(1): 0})\n", "Delta_C" ] }, { "cell_type": "markdown", "id": "14b4090d", "metadata": {}, "source": [ "This solution isn't exactly what we need, though, because we don't want the $K_{t+1}$. Use the transition equation to write it in terms of time $t$ variables only" ] }, { "cell_type": "code", "execution_count": 37, "id": "a9deb7ed", "metadata": { "ExecuteTime": { "end_time": "2026-02-21T08:38:29.995296Z", "start_time": "2026-02-21T08:38:29.973688Z" }, "execution": { "iopub.execute_input": "2025-03-15T11:41:06.260148Z", "iopub.status.busy": "2025-03-15T11:41:06.260087Z", "iopub.status.idle": "2025-03-15T11:41:06.268678Z", "shell.execute_reply": "2025-03-15T11:41:06.268488Z" } }, "outputs": [ { "data": { "text/latex": [ "$\\displaystyle C_{t} \\left(\\beta \\left(\\alpha \\left(- \\delta K_{t} - C_{t} + K_{t} + K_{t}^{\\alpha}\\right)^{\\alpha - 1} - \\delta + 1\\right) - 1\\right)$" ], "text/plain": [ "C_t*(beta*(alpha*(-delta*K_t - C_t + K_t + K_t**alpha)**(alpha - 1) - delta + 1) - 1)" ] }, "execution_count": 37, "metadata": {}, "output_type": "execute_result" } ], "source": [ "K_tp1 = sp.solve(transition.subs({A: 0}), K.set_t(1))[0]\n", "Delta_C = Delta_C.subs({K.set_t(1): K_tp1})\n", "Delta_C" ] }, { "cell_type": "code", "execution_count": 38, "id": "d9735240", "metadata": { "ExecuteTime": { "end_time": "2026-02-21T08:38:30.018105Z", "start_time": "2026-02-21T08:38:29.995877Z" }, "execution": { "iopub.execute_input": "2025-03-15T11:41:06.269707Z", "iopub.status.busy": "2025-03-15T11:41:06.269649Z", "iopub.status.idle": "2025-03-15T11:41:06.280410Z", "shell.execute_reply": "2025-03-15T11:41:06.280236Z" } }, "outputs": [ { "data": { "text/latex": [ "$\\displaystyle - \\delta K_{t} - C_{t} + K_{t} + K_{t}^{\\alpha}$" ], "text/plain": [ "-delta*K_t - C_t + K_t + K_t**alpha" ] }, "execution_count": 38, "metadata": {}, "output_type": "execute_result" } ], "source": [ "K_tp1 = sp.solve(transition, K.set_t(1))[0].subs({A: 0})\n", "K_tp1" ] }, { "cell_type": "code", "execution_count": 39, "id": "bfae4a64", "metadata": { "ExecuteTime": { "end_time": "2026-02-21T08:38:30.028644Z", "start_time": "2026-02-21T08:38:30.018531Z" }, "execution": { "iopub.execute_input": "2025-03-15T11:41:06.281456Z", "iopub.status.busy": "2025-03-15T11:41:06.281398Z", "iopub.status.idle": "2025-03-15T11:41:06.283316Z", "shell.execute_reply": "2025-03-15T11:41:06.283158Z" } }, "outputs": [ { "data": { "text/latex": [ "$\\displaystyle - \\delta K_{t} - C_{t} + K_{t}^{\\alpha}$" ], "text/plain": [ "-delta*K_t - C_t + K_t**alpha" ] }, "execution_count": 39, "metadata": {}, "output_type": "execute_result" } ], "source": [ "Delta_K = K_tp1 - K\n", "Delta_K" ] }, { "cell_type": "markdown", "id": "796b37fe", "metadata": {}, "source": [ "Compile a function with `sp.lambdify`" ] }, { "cell_type": "code", "execution_count": 40, "id": "7ed49878", "metadata": { "ExecuteTime": { "end_time": "2026-02-21T08:38:30.034515Z", "start_time": "2026-02-21T08:38:30.029201Z" }, "execution": { "iopub.execute_input": "2025-03-15T11:41:06.284381Z", "iopub.status.busy": "2025-03-15T11:41:06.284319Z", "iopub.status.idle": "2025-03-15T11:41:06.286585Z", "shell.execute_reply": "2025-03-15T11:41:06.286403Z" } }, "outputs": [], "source": [ "parameters = list(param_dict.keys())\n", "f_Delta = sp.lambdify([C, K, *parameters], [Delta_C, Delta_K])" ] }, { "cell_type": "markdown", "id": "02ff77d8", "metadata": {}, "source": [ "We are also interested in when $\\Delta C_{t+1} = \\Delta K_{t+1} = 0$, because these equations will form boundaries in phase space. We can do this by using `sp.solve`. \n", "\n", "First, solve $\\Delta C_{t+1}$ for $C_t$. There will be two solutions, and one will be zero (since the whole expression is multiplied by $C_t$). We're only interested in the non-trivial solution." ] }, { "cell_type": "code", "execution_count": 41, "id": "fe50f783", "metadata": { "ExecuteTime": { "end_time": "2026-02-21T08:38:30.115478Z", "start_time": "2026-02-21T08:38:30.034904Z" }, "execution": { "iopub.execute_input": "2025-03-15T11:41:06.287591Z", "iopub.status.busy": "2025-03-15T11:41:06.287534Z", "iopub.status.idle": "2025-03-15T11:41:06.358527Z", "shell.execute_reply": "2025-03-15T11:41:06.358324Z" } }, "outputs": [ { "data": { "text/latex": [ "$\\displaystyle - \\delta K_{t} + K_{t} + K_{t}^{\\alpha} - \\left(\\frac{\\beta \\delta - \\beta + 1}{\\alpha \\beta}\\right)^{\\frac{1}{\\alpha - 1}}$" ], "text/plain": [ "-delta*K_t + K_t + K_t**alpha - ((beta*delta - beta + 1)/(alpha*beta))**(1/(alpha - 1))" ] }, "execution_count": 41, "metadata": {}, "output_type": "execute_result" } ], "source": [ "boundary_1 = sp.solve(Delta_C, C)[1]\n", "boundary_1" ] }, { "cell_type": "markdown", "id": "1c56b009", "metadata": {}, "source": [ "Next, solve $\\Delta K_{t+1}$ for $C_t$" ] }, { "cell_type": "code", "execution_count": 42, "id": "13ef207b", "metadata": { "ExecuteTime": { "end_time": "2026-02-21T08:38:30.135178Z", "start_time": "2026-02-21T08:38:30.116061Z" }, "execution": { "iopub.execute_input": "2025-03-15T11:41:06.359670Z", "iopub.status.busy": "2025-03-15T11:41:06.359606Z", "iopub.status.idle": "2025-03-15T11:41:06.364501Z", "shell.execute_reply": "2025-03-15T11:41:06.364290Z" } }, "outputs": [ { "data": { "text/latex": [ "$\\displaystyle - \\delta K_{t} + K_{t}^{\\alpha}$" ], "text/plain": [ "-delta*K_t + K_t**alpha" ] }, "execution_count": 42, "metadata": {}, "output_type": "execute_result" } ], "source": [ "boundary_2 = sp.solve(Delta_K, C)[0]\n", "boundary_2" ] }, { "cell_type": "markdown", "id": "05f3d5ea", "metadata": {}, "source": [ "Compile a function" ] }, { "cell_type": "code", "execution_count": 43, "id": "53ab0394", "metadata": { "ExecuteTime": { "end_time": "2026-02-21T08:38:30.141415Z", "start_time": "2026-02-21T08:38:30.135735Z" }, "execution": { "iopub.execute_input": "2025-03-15T11:41:06.365669Z", "iopub.status.busy": "2025-03-15T11:41:06.365610Z", "iopub.status.idle": "2025-03-15T11:41:06.368026Z", "shell.execute_reply": "2025-03-15T11:41:06.367799Z" } }, "outputs": [], "source": [ "f_boundaries = sp.lambdify([K, *parameters], [boundary_1, boundary_2])" ] }, { "cell_type": "markdown", "id": "5430c224", "metadata": {}, "source": [ "Functions created with `sp.lambdify` are inherently vectorized, so we can make a grid of capital values and compute the associated consumpions" ] }, { "cell_type": "code", "execution_count": 44, "id": "1bdf3095", "metadata": { "ExecuteTime": { "end_time": "2026-02-21T08:38:30.146031Z", "start_time": "2026-02-21T08:38:30.141754Z" }, "execution": { "iopub.execute_input": "2025-03-15T11:41:06.369107Z", "iopub.status.busy": "2025-03-15T11:41:06.369048Z", "iopub.status.idle": "2025-03-15T11:41:06.371212Z", "shell.execute_reply": "2025-03-15T11:41:06.371017Z" } }, "outputs": [], "source": [ "import matplotlib.pyplot as plt\n", "import numpy as np\n", "\n", "k_max = 120\n", "c_max = k_max ** param_dict[\"alpha\"] # We can't consume more than exists in the economy!\n", "\n", "k_grid = np.linspace(1e-2, k_max, 100)\n", "c_grid = np.linspace(1e-2, c_max, 100)\n", "boundaries = f_boundaries(k_grid, **param_dict)\n", "\n", "kk, cc = np.meshgrid(k_grid, c_grid)\n", "with np.errstate(divide=\"ignore\", invalid=\"ignore\"):\n", " c_delta, k_delta = f_Delta(cc, kk, **param_dict)" ] }, { "cell_type": "code", "execution_count": 45, "id": "2a689056", "metadata": { "ExecuteTime": { "end_time": "2026-02-21T08:38:30.422672Z", "start_time": "2026-02-21T08:38:30.146312Z" }, "execution": { "iopub.execute_input": "2025-03-15T11:41:06.372173Z", "iopub.status.busy": "2025-03-15T11:41:06.372120Z", "iopub.status.idle": "2025-03-15T11:41:06.574375Z", "shell.execute_reply": "2025-03-15T11:41:06.574177Z" } }, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fig, ax = plt.subplots(1, 2, figsize=(16, 4), dpi=77)\n", "for axis, colorby, name in zip(fig.axes, [k_delta, c_delta], [\"ΔK\", \"ΔC\"], strict=False):\n", " axis.plot(k_grid, boundaries[0], label=\"ΔK = 0\")\n", " axis.plot(k_grid, boundaries[1], label=\"ΔC = 0\")\n", " quiver_plot = axis.quiver(kk, cc, k_delta, c_delta, colorby, cmap=plt.cm.RdBu, clim=(-0.05, 0.05))\n", " axis.set(\n", " xlim=(0, k_max),\n", " ylim=(0, c_max),\n", " xlabel=\"$K_t$\",\n", " ylabel=\"$C_t$\",\n", " title=f\"Phase Diagram (Colored by {name})\",\n", " )\n", "plt.show()" ] }, { "cell_type": "markdown", "id": "a6411b03d2953a6c", "metadata": {}, "source": [ "# Authors\n", "\n", "- Authored by Jesse Grabowski in March 2025" ] }, { "cell_type": "markdown", "id": "6d955fa3c85a31f5", "metadata": {}, "source": [ "# Watermark" ] }, { "cell_type": "code", "execution_count": 46, "id": "cee716277e9c8869", "metadata": { "ExecuteTime": { "end_time": "2026-02-21T08:38:30.440505Z", "start_time": "2026-02-21T08:38:30.423700Z" }, "execution": { "iopub.execute_input": "2025-03-15T11:41:06.575665Z", "iopub.status.busy": "2025-03-15T11:41:06.575582Z", "iopub.status.idle": "2025-03-15T11:41:06.580849Z", "shell.execute_reply": "2025-03-15T11:41:06.580631Z" } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Last updated: Sat, 21 Feb 2026\n", "\n", "Python implementation: CPython\n", "Python version : 3.12.12\n", "IPython version : 9.10.0\n", "\n", "gEconpy: 2.0.4.dev3+gda7716c88.d20260206\n", "\n", "gEconpy : 2.0.4.dev3+gda7716c88.d20260206\n", "matplotlib: 3.10.8\n", "numpy : 2.3.5\n", "sympy : 1.14.0\n", "\n", "Watermark: 2.6.0\n", "\n" ] } ], "source": [ "%load_ext watermark\n", "# Delete lambdify functions (they break watermark)\n", "del f_ss, f_Delta, f_boundaries\n", "\n", "%watermark -n -u -v -iv -w -p gEconpy" ] }, { "cell_type": "code", "execution_count": null, "id": "eb1f3917b36be0a1", "metadata": { "ExecuteTime": { "end_time": "2026-02-21T08:38:30.444483Z", "start_time": "2026-02-21T08:38:30.441568Z" } }, "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": "3.12.12" } }, "nbformat": 4, "nbformat_minor": 5 }