From c620740415c1ab9ec41ccaa1b3502375db126a70 Mon Sep 17 00:00:00 2001 From: GhoshA Date: Sun, 15 Sep 2019 23:53:42 -0400 Subject: [PATCH 01/19] Model specification has to be put as we progress --- .../Firm Heterogeneity.ipynb | 246 ++++++++++++++++++ 1 file changed, 246 insertions(+) create mode 100644 models/We-Would-Like-In-Econ-ARK/Firm Heterogeneity.ipynb diff --git a/models/We-Would-Like-In-Econ-ARK/Firm Heterogeneity.ipynb b/models/We-Would-Like-In-Econ-ARK/Firm Heterogeneity.ipynb new file mode 100644 index 0000000..a2be3c8 --- /dev/null +++ b/models/We-Would-Like-In-Econ-ARK/Firm Heterogeneity.ipynb @@ -0,0 +1,246 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Financial Heterogeneity and the Investment Channel of Monetary Policy (2019)\n", + "## Pablo Ottonello and Thomas Winberry (R&R in Econometrica)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## The paper's objective\n", + "\n", + "\n", + "* Ottonello and Winberry study the role of financial frictions and firm heterogeneity in determining the\n", + " investment channel of monetary policy. \n", + "\n", + "* Empirically, they find that firms with low default risk – those with low debt burdens, high credit ratings, and large \"distance to default” – are the most responsive to monetary shocks using a\n", + " heterogeneous firm New Keynesian model with default risk. \n", + "\n", + "* In their model, low-risk firms are more responsive to monetary shocks because their marginal cost of financing\n", + " investment is relatively flat. The aggregate effect of monetary policy therefore depends on the distribution of default risk, which varies over time. The results in essence, seem to follow the pattern of results from HA consumption models.\n", + " \n" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Associated Literature\n", + "\n", + "* Host of Papers that look at the transmission of monetary policy with firm channel.\n", + "\n", + " * Financial Accelerator and Monetary Policy: [Bernanke, Gertler and Gilchrist (1999)] (_The financial accelerator in a quantitative business cycle framework_)\n", + "\n", + " * Heterogeneity and Monetary Policy: [Kashyap, Lamont and Stein (1994)] (_Credit Conditions and the Cyclical Behavior of Inventories_), [Gertler and Gilchrist (1994)] (_Monetary Policy, Business Cycles, and the Behavior of Small Manufacturing Firms_), [Jeenas (2018)] (_Firm Balance Sheet Liquidity, Monetary Policy Shocks, and Investment Dynamics_).\n", + "\n", + " * Micro-level Heterogeneity and Transmission: [Reiter, Sveen and Weinke (2013)] (_Lumpy investment and the monetary transmission mechanism_), [Koby and Wolf (2019)] (_Investment Stimulus: From Micro Elasticities to Macro Counterfactuals_).\n", + " \n", + " * Financial heterogeneity and the business cycle dynamics of aggregate investment: [Khan, Senga and Thomas (2016)] (_Default Risk and Aggregate Fluctuations in an Economy with Production Heterogeneity_).\n" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Empirics" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "* First, they find that firms with low debt burdens, as measured by their leverage ratios, are significantly more responsive to monetary policy shocks than are high debt burdens. \n", + "\n", + "* Second, they argue that these heterogeneous responses are driven by heterogeneity in default risk.\n" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "# Data Desciption" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "**Monetary Policy Shocks** are combined with **firm-level outcomes** from the quarterly **Compustat** data. (Discrete time)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Monetary Policy Shocks" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "$\\varepsilon^{m}_{t}=\\tau_{t}*(ffr_{t+\\Delta_{+}}-ffr_{t-\\Delta_{-}})$ (1)\n", + "\n", + "They construct their shock $\\varepsilon^{m}_{t}$ as expression 1 where t is the time of the monetary announcement, $ffr_{t}$\n", + "is the implied Fed Funds Rate from a current-month Federal Funds future contract at time t, $\\Delta_{+}$ and $\\Delta_{-}$ control the size of the time window around the announcement, and $\\tau_{t}$ is an adjustment for the timing of the\n", + "announcement within the month. More details can be looked in the [paper](https://faculty.chicagobooth.edu/thomas.winberry/research/ottonello_winberry_monetary.pdf).\n", + "\n", + "High-frequency shocks are aggregated to the quarterly frequency in order to merge them with their firm-level data." + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Firm Level Data" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "They draw firm-level variables from quarterly [Compustat](https://wrds-www.wharton.upenn.edu/pages/support/data-overview/wrds-overview-compustat-north-america-global-and-bank/) , a panel of publicly listed U.S. firms. Compustat satisfies three key requirements for their study: it is\n", + "quarterly, a high enough frequency to study monetary policy; it is a long panel, allowing\n", + "them to use within-firm variation; and it contains rich balance-sheet information, allowing them\n", + "to construct their key variables of interest. The main disadvantage of Compustat is that\n", + "it excludes privately held firms which are likely subject to more severe financial frictions. To correct for this, they calibrate the economic model to match a broad sample of firms, not only the ones available in Compustat." + ] + }, + { + "attachments": { + "image.png": { + "image/png": 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" + } + }, + "cell_type": "markdown", + "metadata": {}, + "source": [ + "![image.png](attachment:image.png)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "A summary statistic of firm level variables is provided above." + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Chief features of the Model" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Standard New Keynesian Model\n", + "\n", + "* Model in three blocks in the spirit of Gali:\n", + " * an investment block, which captures heterogenous responses to monetary policy;\n", + " * The investment block contains a fixed mass of heterogeneous production firms that invest in capital subject to financial frictions. It builds heavily on the flexible-price model developed in Khan, Senga and Thomas (2016).\n", + " * First, they add idiosyncratic capital quality shocks, which helps them match observed default rates.\n", + " * Second, they incorporate aggregate adjustment costs in order to generate time-variation in the relative price of \n", + " capital.\n", + " * Third, they assume that new entrants have lower initial productivity than average firms, which helps them match \n", + " lifecycle dynamics.\n", + " \n", + " * a New Keynesian block, which generates a Phillips curve; \n", + " \n", + " * Following Bernanke, Gertler and Gilchrist (1999), they keep the nominal rigidities separate from the investment block of the model.\n", + " \n", + " * a representative household which closes the model.\n", + " \n", + " * All firms and household optimize\n", + " * Lenders price default risk competitively\n", + " * Distribution of firms is consistent with decision rules\n", + " * All markets clear" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Calibration with Micro data" + ] + }, + { + "attachments": { + "image.png": { + "image/png": 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" + } + }, + "cell_type": "markdown", + "metadata": {}, + "source": [ + "![image.png](attachment:image.png)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Some parameters are chosen exogenously and some are matched with moments in the data." + ] + }, + { + "attachments": { + "image.png": { + "image/png": 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" + } + }, + "cell_type": "markdown", + "metadata": {}, + "source": [ + "![image.png](attachment:image.png)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Results" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "In this paper, the authors argue that financial frictions dampen the response of investment for\n", + "firms with high default risk. \n", + "\n", + "* First, the authors show in the micro data that firms with high leverage or low credit ratings invest significantly less than other firms following a monetary policy shock.\n", + "* Second, they build a heterogeneous firm New Keynesian model with default risk that is quantitatively consistent with these empirical results. In the model, monetary policy stimulates investment through a combination of direct and indirect effects. High-risk firms are less responsive to these changes because their marginal cost of investment finance is higher than for low-risk firms.\n", + "* Third, the aggregate effect of monetary policy is primarily driven by these low-risk firms, which suggests a novel form of state dependence: monetary policy is less powerful when default risk in the economy is greater.\n" + ] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3", + "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": "3.7.3" + } + }, + "nbformat": 4, + "nbformat_minor": 2 +} From 89eb1615db8b22a4a52f2b1363b3cb97541ffb94 Mon Sep 17 00:00:00 2001 From: GhoshA Date: Sun, 15 Sep 2019 23:54:36 -0400 Subject: [PATCH 02/19] Create placeholder --- models/We-Would-Like-In-Econ-ARK/FHMP/placeholder | 1 + 1 file changed, 1 insertion(+) create mode 100644 models/We-Would-Like-In-Econ-ARK/FHMP/placeholder diff --git a/models/We-Would-Like-In-Econ-ARK/FHMP/placeholder b/models/We-Would-Like-In-Econ-ARK/FHMP/placeholder new file mode 100644 index 0000000..8b13789 --- /dev/null +++ b/models/We-Would-Like-In-Econ-ARK/FHMP/placeholder @@ -0,0 +1 @@ + From 9788c3283aa2b6bd36cf711546ac5bc3c2d650b7 Mon Sep 17 00:00:00 2001 From: GhoshA Date: Sun, 15 Sep 2019 23:55:02 -0400 Subject: [PATCH 03/19] Add files via upload --- .../FHMP/Firm Heterogeneity.ipynb | 246 ++++++++++++++++++ 1 file changed, 246 insertions(+) create mode 100644 models/We-Would-Like-In-Econ-ARK/FHMP/Firm Heterogeneity.ipynb diff --git a/models/We-Would-Like-In-Econ-ARK/FHMP/Firm Heterogeneity.ipynb b/models/We-Would-Like-In-Econ-ARK/FHMP/Firm Heterogeneity.ipynb new file mode 100644 index 0000000..a2be3c8 --- /dev/null +++ b/models/We-Would-Like-In-Econ-ARK/FHMP/Firm Heterogeneity.ipynb @@ -0,0 +1,246 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Financial Heterogeneity and the Investment Channel of Monetary Policy (2019)\n", + "## Pablo Ottonello and Thomas Winberry (R&R in Econometrica)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## The paper's objective\n", + "\n", + "\n", + "* Ottonello and Winberry study the role of financial frictions and firm heterogeneity in determining the\n", + " investment channel of monetary policy. \n", + "\n", + "* Empirically, they find that firms with low default risk – those with low debt burdens, high credit ratings, and large \"distance to default” – are the most responsive to monetary shocks using a\n", + " heterogeneous firm New Keynesian model with default risk. \n", + "\n", + "* In their model, low-risk firms are more responsive to monetary shocks because their marginal cost of financing\n", + " investment is relatively flat. The aggregate effect of monetary policy therefore depends on the distribution of default risk, which varies over time. The results in essence, seem to follow the pattern of results from HA consumption models.\n", + " \n" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Associated Literature\n", + "\n", + "* Host of Papers that look at the transmission of monetary policy with firm channel.\n", + "\n", + " * Financial Accelerator and Monetary Policy: [Bernanke, Gertler and Gilchrist (1999)] (_The financial accelerator in a quantitative business cycle framework_)\n", + "\n", + " * Heterogeneity and Monetary Policy: [Kashyap, Lamont and Stein (1994)] (_Credit Conditions and the Cyclical Behavior of Inventories_), [Gertler and Gilchrist (1994)] (_Monetary Policy, Business Cycles, and the Behavior of Small Manufacturing Firms_), [Jeenas (2018)] (_Firm Balance Sheet Liquidity, Monetary Policy Shocks, and Investment Dynamics_).\n", + "\n", + " * Micro-level Heterogeneity and Transmission: [Reiter, Sveen and Weinke (2013)] (_Lumpy investment and the monetary transmission mechanism_), [Koby and Wolf (2019)] (_Investment Stimulus: From Micro Elasticities to Macro Counterfactuals_).\n", + " \n", + " * Financial heterogeneity and the business cycle dynamics of aggregate investment: [Khan, Senga and Thomas (2016)] (_Default Risk and Aggregate Fluctuations in an Economy with Production Heterogeneity_).\n" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Empirics" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "* First, they find that firms with low debt burdens, as measured by their leverage ratios, are significantly more responsive to monetary policy shocks than are high debt burdens. \n", + "\n", + "* Second, they argue that these heterogeneous responses are driven by heterogeneity in default risk.\n" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "# Data Desciption" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "**Monetary Policy Shocks** are combined with **firm-level outcomes** from the quarterly **Compustat** data. (Discrete time)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Monetary Policy Shocks" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "$\\varepsilon^{m}_{t}=\\tau_{t}*(ffr_{t+\\Delta_{+}}-ffr_{t-\\Delta_{-}})$ (1)\n", + "\n", + "They construct their shock $\\varepsilon^{m}_{t}$ as expression 1 where t is the time of the monetary announcement, $ffr_{t}$\n", + "is the implied Fed Funds Rate from a current-month Federal Funds future contract at time t, $\\Delta_{+}$ and $\\Delta_{-}$ control the size of the time window around the announcement, and $\\tau_{t}$ is an adjustment for the timing of the\n", + "announcement within the month. More details can be looked in the [paper](https://faculty.chicagobooth.edu/thomas.winberry/research/ottonello_winberry_monetary.pdf).\n", + "\n", + "High-frequency shocks are aggregated to the quarterly frequency in order to merge them with their firm-level data." + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Firm Level Data" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "They draw firm-level variables from quarterly [Compustat](https://wrds-www.wharton.upenn.edu/pages/support/data-overview/wrds-overview-compustat-north-america-global-and-bank/) , a panel of publicly listed U.S. firms. Compustat satisfies three key requirements for their study: it is\n", + "quarterly, a high enough frequency to study monetary policy; it is a long panel, allowing\n", + "them to use within-firm variation; and it contains rich balance-sheet information, allowing them\n", + "to construct their key variables of interest. The main disadvantage of Compustat is that\n", + "it excludes privately held firms which are likely subject to more severe financial frictions. To correct for this, they calibrate the economic model to match a broad sample of firms, not only the ones available in Compustat." + ] + }, + { + "attachments": { + "image.png": { + "image/png": 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" + } + }, + "cell_type": "markdown", + "metadata": {}, + "source": [ + "![image.png](attachment:image.png)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "A summary statistic of firm level variables is provided above." + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Chief features of the Model" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Standard New Keynesian Model\n", + "\n", + "* Model in three blocks in the spirit of Gali:\n", + " * an investment block, which captures heterogenous responses to monetary policy;\n", + " * The investment block contains a fixed mass of heterogeneous production firms that invest in capital subject to financial frictions. It builds heavily on the flexible-price model developed in Khan, Senga and Thomas (2016).\n", + " * First, they add idiosyncratic capital quality shocks, which helps them match observed default rates.\n", + " * Second, they incorporate aggregate adjustment costs in order to generate time-variation in the relative price of \n", + " capital.\n", + " * Third, they assume that new entrants have lower initial productivity than average firms, which helps them match \n", + " lifecycle dynamics.\n", + " \n", + " * a New Keynesian block, which generates a Phillips curve; \n", + " \n", + " * Following Bernanke, Gertler and Gilchrist (1999), they keep the nominal rigidities separate from the investment block of the model.\n", + " \n", + " * a representative household which closes the model.\n", + " \n", + " * All firms and household optimize\n", + " * Lenders price default risk competitively\n", + " * Distribution of firms is consistent with decision rules\n", + " * All markets clear" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Calibration with Micro data" + ] + }, + { + "attachments": { + "image.png": { + "image/png": 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" + } + }, + "cell_type": "markdown", + "metadata": {}, + "source": [ + "![image.png](attachment:image.png)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Some parameters are chosen exogenously and some are matched with moments in the data." + ] + }, + { + "attachments": { + "image.png": { + "image/png": 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" + } + }, + "cell_type": "markdown", + "metadata": {}, + "source": [ + "![image.png](attachment:image.png)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Results" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "In this paper, the authors argue that financial frictions dampen the response of investment for\n", + "firms with high default risk. \n", + "\n", + "* First, the authors show in the micro data that firms with high leverage or low credit ratings invest significantly less than other firms following a monetary policy shock.\n", + "* Second, they build a heterogeneous firm New Keynesian model with default risk that is quantitatively consistent with these empirical results. In the model, monetary policy stimulates investment through a combination of direct and indirect effects. High-risk firms are less responsive to these changes because their marginal cost of investment finance is higher than for low-risk firms.\n", + "* Third, the aggregate effect of monetary policy is primarily driven by these low-risk firms, which suggests a novel form of state dependence: monetary policy is less powerful when default risk in the economy is greater.\n" + ] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3", + "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": "3.7.3" + } + }, + "nbformat": 4, + "nbformat_minor": 2 +} From 009a054b6ad0116f4dc00f91709bf6c98cef6d50 Mon Sep 17 00:00:00 2001 From: GhoshA Date: Sun, 15 Sep 2019 23:55:25 -0400 Subject: [PATCH 04/19] Delete Firm Heterogeneity.ipynb --- .../Firm Heterogeneity.ipynb | 246 ------------------ 1 file changed, 246 deletions(-) delete mode 100644 models/We-Would-Like-In-Econ-ARK/Firm Heterogeneity.ipynb diff --git a/models/We-Would-Like-In-Econ-ARK/Firm Heterogeneity.ipynb b/models/We-Would-Like-In-Econ-ARK/Firm Heterogeneity.ipynb deleted file mode 100644 index a2be3c8..0000000 --- a/models/We-Would-Like-In-Econ-ARK/Firm Heterogeneity.ipynb +++ /dev/null @@ -1,246 +0,0 @@ -{ - "cells": [ - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## Financial Heterogeneity and the Investment Channel of Monetary Policy (2019)\n", - "## Pablo Ottonello and Thomas Winberry (R&R in Econometrica)" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## The paper's objective\n", - "\n", - "\n", - "* Ottonello and Winberry study the role of financial frictions and firm heterogeneity in determining the\n", - " investment channel of monetary policy. \n", - "\n", - "* Empirically, they find that firms with low default risk – those with low debt burdens, high credit ratings, and large \"distance to default” – are the most responsive to monetary shocks using a\n", - " heterogeneous firm New Keynesian model with default risk. \n", - "\n", - "* In their model, low-risk firms are more responsive to monetary shocks because their marginal cost of financing\n", - " investment is relatively flat. The aggregate effect of monetary policy therefore depends on the distribution of default risk, which varies over time. The results in essence, seem to follow the pattern of results from HA consumption models.\n", - " \n" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## Associated Literature\n", - "\n", - "* Host of Papers that look at the transmission of monetary policy with firm channel.\n", - "\n", - " * Financial Accelerator and Monetary Policy: [Bernanke, Gertler and Gilchrist (1999)] (_The financial accelerator in a quantitative business cycle framework_)\n", - "\n", - " * Heterogeneity and Monetary Policy: [Kashyap, Lamont and Stein (1994)] (_Credit Conditions and the Cyclical Behavior of Inventories_), [Gertler and Gilchrist (1994)] (_Monetary Policy, Business Cycles, and the Behavior of Small Manufacturing Firms_), [Jeenas (2018)] (_Firm Balance Sheet Liquidity, Monetary Policy Shocks, and Investment Dynamics_).\n", - "\n", - " * Micro-level Heterogeneity and Transmission: [Reiter, Sveen and Weinke (2013)] (_Lumpy investment and the monetary transmission mechanism_), [Koby and Wolf (2019)] (_Investment Stimulus: From Micro Elasticities to Macro Counterfactuals_).\n", - " \n", - " * Financial heterogeneity and the business cycle dynamics of aggregate investment: [Khan, Senga and Thomas (2016)] (_Default Risk and Aggregate Fluctuations in an Economy with Production Heterogeneity_).\n" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## Empirics" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "* First, they find that firms with low debt burdens, as measured by their leverage ratios, are significantly more responsive to monetary policy shocks than are high debt burdens. \n", - "\n", - "* Second, they argue that these heterogeneous responses are driven by heterogeneity in default risk.\n" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "# Data Desciption" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "**Monetary Policy Shocks** are combined with **firm-level outcomes** from the quarterly **Compustat** data. (Discrete time)" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## Monetary Policy Shocks" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "$\\varepsilon^{m}_{t}=\\tau_{t}*(ffr_{t+\\Delta_{+}}-ffr_{t-\\Delta_{-}})$ (1)\n", - "\n", - "They construct their shock $\\varepsilon^{m}_{t}$ as expression 1 where t is the time of the monetary announcement, $ffr_{t}$\n", - "is the implied Fed Funds Rate from a current-month Federal Funds future contract at time t, $\\Delta_{+}$ and $\\Delta_{-}$ control the size of the time window around the announcement, and $\\tau_{t}$ is an adjustment for the timing of the\n", - "announcement within the month. More details can be looked in the [paper](https://faculty.chicagobooth.edu/thomas.winberry/research/ottonello_winberry_monetary.pdf).\n", - "\n", - "High-frequency shocks are aggregated to the quarterly frequency in order to merge them with their firm-level data." - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## Firm Level Data" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "They draw firm-level variables from quarterly [Compustat](https://wrds-www.wharton.upenn.edu/pages/support/data-overview/wrds-overview-compustat-north-america-global-and-bank/) , a panel of publicly listed U.S. firms. Compustat satisfies three key requirements for their study: it is\n", - "quarterly, a high enough frequency to study monetary policy; it is a long panel, allowing\n", - "them to use within-firm variation; and it contains rich balance-sheet information, allowing them\n", - "to construct their key variables of interest. The main disadvantage of Compustat is that\n", - "it excludes privately held firms which are likely subject to more severe financial frictions. To correct for this, they calibrate the economic model to match a broad sample of firms, not only the ones available in Compustat." - ] - }, - { - "attachments": { - "image.png": { - "image/png": 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" - } - }, - "cell_type": "markdown", - "metadata": {}, - "source": [ - "![image.png](attachment:image.png)" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "A summary statistic of firm level variables is provided above." - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## Chief features of the Model" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "Standard New Keynesian Model\n", - "\n", - "* Model in three blocks in the spirit of Gali:\n", - " * an investment block, which captures heterogenous responses to monetary policy;\n", - " * The investment block contains a fixed mass of heterogeneous production firms that invest in capital subject to financial frictions. It builds heavily on the flexible-price model developed in Khan, Senga and Thomas (2016).\n", - " * First, they add idiosyncratic capital quality shocks, which helps them match observed default rates.\n", - " * Second, they incorporate aggregate adjustment costs in order to generate time-variation in the relative price of \n", - " capital.\n", - " * Third, they assume that new entrants have lower initial productivity than average firms, which helps them match \n", - " lifecycle dynamics.\n", - " \n", - " * a New Keynesian block, which generates a Phillips curve; \n", - " \n", - " * Following Bernanke, Gertler and Gilchrist (1999), they keep the nominal rigidities separate from the investment block of the model.\n", - " \n", - " * a representative household which closes the model.\n", - " \n", - " * All firms and household optimize\n", - " * Lenders price default risk competitively\n", - " * Distribution of firms is consistent with decision rules\n", - " * All markets clear" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## Calibration with Micro data" - ] - }, - { - "attachments": { - "image.png": { - "image/png": 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" - } - }, - "cell_type": "markdown", - "metadata": {}, - "source": [ - "![image.png](attachment:image.png)" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "Some parameters are chosen exogenously and some are matched with moments in the data." - ] - }, - { - "attachments": { - "image.png": { - "image/png": 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- } - }, - "cell_type": "markdown", - "metadata": {}, - "source": [ - "![image.png](attachment:image.png)" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## Results" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "In this paper, the authors argue that financial frictions dampen the response of investment for\n", - "firms with high default risk. \n", - "\n", - "* First, the authors show in the micro data that firms with high leverage or low credit ratings invest significantly less than other firms following a monetary policy shock.\n", - "* Second, they build a heterogeneous firm New Keynesian model with default risk that is quantitatively consistent with these empirical results. In the model, monetary policy stimulates investment through a combination of direct and indirect effects. High-risk firms are less responsive to these changes because their marginal cost of investment finance is higher than for low-risk firms.\n", - "* Third, the aggregate effect of monetary policy is primarily driven by these low-risk firms, which suggests a novel form of state dependence: monetary policy is less powerful when default risk in the economy is greater.\n" - ] - } - ], - "metadata": { - "kernelspec": { - "display_name": "Python 3", - "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": "3.7.3" - } - }, - "nbformat": 4, - "nbformat_minor": 2 -} From 26ab6cc52dc5e18acbb6c9e66c46aa33324a2c66 Mon Sep 17 00:00:00 2001 From: GhoshA Date: Mon, 16 Sep 2019 00:03:53 -0400 Subject: [PATCH 05/19] Code and Model Specs to be uploaded in the future --- 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