Essays on Macroeconomic Policy with Heterogeneous Agents, and Digital Assets

Essays on Macroeconomic Policy with Heterogeneous Agents, and Digital Assets

Author: Antzelos Kyriazis

Publisher:

Published: 2023

Total Pages: 0

ISBN-13:

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This dissertation has three chapters. In the first chapter, I build a three-agent preferred-habitat New Keynesian (PHANK) model. I show that the fiscal multiplier decreases in the presence of countercyclical QE policies after a fiscal expansion since countercyclical QE implies that the central bank sells government bonds, leading to higher expected returns on these bonds, which in turn incentivizes the bondholders to save more. However, since bondholders save more, they consume less, and as a result, consumption inequality between the savers and the non-savers falls, but wealth inequality increases. The qualitative results are similar in a medium-scale heterogeneous agents New Keynesian (HANK) model. In the three-agent model, I also solve for the optimal fiscal and QE policies at the zero lower bound, and I find that both are expansionary. The optimal increase in central bank asset purchases allows the government to increase government spending by less relative to the case where QE follows a countercyclical rule, so lower tax revenues are needed. In the second chapter, I study how US QE programs affect the US economy and the emerging market economies regarding their macro aggregates and asset prices. First, using Bayesian VAR models, I find that expansionary QE has positive and statistically significant effects in the US economy and the emerging market economies; real GDP, real investment, the price level, and asset prices rise. However, in emerging market economies, the currencies appreciate, the current account-to-GDP ratios deteriorate, the money supply increases, and the government bond yields increase. Then, I build a two-country HANK model that matches the empirical responses. Through the model, I examine how wealth inequality evolves both in the US economy and in the emerging market economy after a positive QE shock. Wealth inequality increases in the short run but decreases over the medium run in both countries. Also, I study the effects of policies that aim to reduce the leverage in the financial sector of the emerging market economy, such as capital controls, and I find that this policy indeed reduces the capital flows and leverage. However, economic activity also falls, and the welfare effects are mixed across households.The last chapter resulted from my strong interest in digital assets that emerged during my last year in the program. In this chapter, which results from collaborative work with Iason Ofeidis, Georgios Palaiokrassas, and Leandros Tassiulas, we examine the effects of unexpected changes in US monetary policy on digital asset returns, and on DeFi-related variables such as borrowing rates, outstanding debt, and TVL. We also examine the effects that the FOMC statement releases and the Minutes releases have on the volatility of digital asset returns. Finally, we examine how DeFi activity evolves around the FOMC announcements. The results from this chapter show first that the returns on digital assets are significantly affected by the unexpected part of the FOMC announcements. The volatility of the returns is also significantly affected by the FOMC releases but less significantly affected by the Minutes releases. Second, the DeFi-related variables are also affected by unexpected changes in monetary policy. Lastly, we find that the most significant spikes in DeFi activity occur on the FOMC announcement days or days very close to the announcement days.


Essays on Macroeconomic Policies in Heterogeneous Agent Models

Essays on Macroeconomic Policies in Heterogeneous Agent Models

Author: Alaïs Martin-Baillon

Publisher:

Published: 2021

Total Pages: 256

ISBN-13:

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It is now recognized that the heterogeneity of economic agents plays a crucial role in understanding the fluctuations of an economy. The different chapters of my thesis serve the same question: How does heterogeneity changes the way economic policies should be conducted? Today, heterogeneous-agent macroeconomics is developing in several directions, each shedding different light on the problems we face as economists. My thesis is at the confluence of the different facets of this field. The first chapter of my thesis, participates in the heterogeneous agent macroeconomics that derives analytical solutions in reduced-heterogeneity models. I study how governments should increase or decrease taxes on firms over the business cycle. I show that taking into account firms heterogeneity greatly changes tax policy recommendations. The second chapter of my thesis is part of quantitative heterogeneous agent macroeconomics. We study whether monetary policy should use its ability to redistribute wealth among heterogenous households to achieve its objectives. The third chapter of my thesis participates in field that uses micro data to understand macroeconomics and to design public policies. I estimate firms' propensities to invest to better understand how economic policies can vary firms' investment by varying their income.


Essays on Macroeconomic Policies and Household Heterogeneity

Essays on Macroeconomic Policies and Household Heterogeneity

Author: Gergő Motyovszki

Publisher:

Published: 2021

Total Pages: 156

ISBN-13:

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This thesis is composed of three independent chapters, but all centered around the broader topic of how macroeconomic policies interact with various aspects of household heterogeneity. Monetary Policy and Inequality under Labor Market Frictions and Capital-Skill Complementarity We provide a new channel through which monetary policy has distributional consequences at business cycle frequencies. We show that an unexpected monetary easing increases labor income inequality between high and less-skilled workers. In particular, this effect is prominent in sectors intensive in less-skilled labor, that exhibit high degree of capital-skill complementarity (CSC) and are subject to matching inefficiencies. To rationalize these findings we build a New Keynesian DSGE model with asymmetric search and matching (SAM) frictions across the two types of workers and CSC in the production function. We show that CSC on its own introduces a dynamic demand amplification mechanism: the increase in high-skilled employment after a monetary expansion makes complementary capital more productive, encouraging a further rise in investment demand and creating a multiplier effect. SAM asymmetries magnify this channel. Monetary-Fiscal Interactions and Redistribution in Small Open Economies Ballooning public debts in the wake of the covid-19 pandemic can present monetary-fiscal policies with a dilemma if and when neutral real interest rates rise, which might arrive sooner in emerging markets: policymakers can stabilize debts either by relying on fiscal adjustments (AM-PF) or by tolerating higher inflation (PM-AF). The choice between these policy mixes affects the efficacy of the fiscal expansion already today and can interact with the distributive properties of the stimulus across heterogeneous households. To study this, I build a two agent New Keynesian (TANK) small open economy model with monetary-fiscal interactions. Targeting fiscal transfers more towards high-MPC agents increases the output multiplier of a fiscal stimulus, while raising the degree of deficitfinancing for these transfers also helps. However, precise targeting is much more important under the AM-PF regime than the question of financing, while the opposite is the case with a PM-AF policy mix: then deficit-spending is crucial for the size of the multiplier, and targeting matters less. Under the PM-AF regime fiscal stimulus entails a real exchange rate depreciation which might offset "import leakage" by stimulating net exports, if the share of hand-to-mouth households is low and trade is price elastic enough. Therefore, a PM-AF policy mix might break the Mundell-Fleming prediction that open economies have smaller fiscal multipliers relative to closed economies. Weak Wage Recovery and Precautionary Motives after a Credit Crunch During the economic recovery following the financial crisis many advanced economies saw subdued wage dynamics, in spite of falling unemployment and an increasingly tight labour market. We propose a mechanism which can account for this puzzle and work against usual aggregate demand channels. In a heterogeneous agent model with incomplete markets we endogenize uninsurable idiosyncratic risk through search-and-matching (SAM) frictions in the labour market. In this setting, apart from the usual precautionary saving behaviour, households can self-insure also by settling for lower wages in order to secure a job and thereby avoid becoming borrowing constrained. This channel is especially pronounced for asset-poor agents, already close to the constraint. We introduce a credit crunch into this framework modelled as a gradual tightening of the borrowing constraint (and utilizing a continuous time approach, known as HACT). The perfect foresight transition dynamics feature falling wages despite a tightening labour market and expanding employment. As households suddenly find themselves closer to the borrowing constraint, the increased precautionary motive drives them to accept lower wages in the bargaining process, while firms respond to this by posting more vacancies, leading to a tighter labour market and falling unemployment. If the household deleveraging pressure is persistent enough after the credit crunch, it can explain the weak wage recovery in spite of already stronger aggregate demand.


Essays on Macroeconomics with Heterogeneous Agents

Essays on Macroeconomics with Heterogeneous Agents

Author: Min Fang (Economist)

Publisher:

Published: 2021

Total Pages: 147

ISBN-13:

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"This dissertation consists of essays addressing the macroeconomic outcomes of heterogeneous agent general equilibrium models with micro-level frictions. Each chapter employs both empirical and quantitative macroeconomic methods. The first chapter studies the impact of elevated volatility on the effectiveness of monetary policy on aggregate investment under firm-level capital adjustment costs. I argue that monetary policy is less effective at stimulating investment during periods of elevated volatility in firm-level TFP than during normal times. Empirically, I document that high volatility weakens investment responses to monetary stimulus. I then develop a heterogeneous firm New Keynesian model with lumpy investment to interpret these findings. In the model, non-convex capital adjustment costs create a sizable extensive margin of investment which is more sensitive to changes in both interest rate and volatility than the intensive margin. When volatility is high, firms tend to stay inactive at the extensive margin, so monetary stimulus motivates less investment at the extensive margin. I find that the quantitative implications of the model are primarily shaped by the specifications of the capital adjustment costs. Unlike much of the prior literature, I use the dynamic moments of investment to identify this key model element. Based on this parameterization, high volatility reduces the effectiveness of monetary stimulus for investment by 30%. This reduction is about half of what I find in the data. Therefore, the effect of monetary policy depends on both the lumpy nature of firm-level investment and fluctuations in volatility. The second chapter studies the role of migration and housing constraints in determining income inequality within and across Chinese cities. Combining microdata and a spatial equilibrium model, we quantify the impact of the massive spatial reallocation of workers and the rapid growth of housing costs on the national income distribution. We first show several stylized facts detailing the strong positive correlation between migration inflows, housing costs, and imputed income inequality among Chinese cities. We then build a spatial equilibrium model featuring workers with heterogeneous skills, housing constraints, and heterogeneous returns from housing ownership to explain these facts. Our quantitative results indicate that the reductions in migration costs and the disproportionate growth in productivity across cities and skills result in the observed massive migration flows. Combining with the tight land supply policy in big cities, the expansion of the housing demand causes the rapid growth of housing costs, and enlarges the inequality between local housing owners and migrants. The counterfactual analysis shows that if we redistribute land supply increment by migrant flow and increase land supply toward cities with more migrants, we could lower the within-city income inequality by 14% and the national income inequality by 18%. Meanwhile, we can simultaneously encourage more migration into higher productivity cities"--Pages vii-viii.


Essays in Heterogeneous Agent Macroeconomics

Essays in Heterogeneous Agent Macroeconomics

Author: Nobuhide Okahata

Publisher:

Published: 2021

Total Pages: 0

ISBN-13:

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In these essays, I study the implications of macroeconomic policies under the environment with rich heterogeneities of economic agents. The analyses in these essays highlight that income and wealth inequality among agents could change the responses of macroeconomic policies and large aggregate shocks from those in the representative agent models. These results could modify our understanding of economic dynamics and the effect of macroeconomic policies. As an illustration, I focus on the monetary policy in a closed economy model and capital controls in an open economy model. I also develop a new nonlinear and global numerical solution method to analyze a class of heterogeneous-agent macroeconomic models. In the first chapter, ''An Alternative Solution Method for Continuous-Time Heterogeneous Agent Models with Aggregate Shocks'', I propose an alternative solution method for continuous-time heterogeneous agent models with aggregate shocks by extending the Backward Induction method developed initially for discrete-time models by Reiter (2010). The existing methods commonly used in the literature essentially rely on the local linearization and are only applicable to the problems where certainty equivalence with respect to aggregate shocks holds. On the other hand, the proposed method is nonlinear and global with respect to both idiosyncratic and aggregate shocks and thus suitable to investigate models where large aggregate shocks exist or nonlinearity matters. I apply this method to solve a Krusell and Smith (1998) economy and evaluate its performance along two dimensions: accuracy and computation speed. I find that the proposed method is accurate even with large aggregate shocks and high curvature without surrendering computation speed (the baseline economy is solved within a few seconds). This new method is also applied to a model with recursive utility and an Overlapping Generations (OLG) model, and it is able to solve both models quickly and accurately. In the second chapter, ''Consumption Inequality and Monetary Policy in a Heterogeneous-Agent New Keynesian Model'', I consider a continuous-time heterogenous-agent New Keynesian model with the wealth effect of the labor supply and study quantitative implications of additional insurance mechanisms available to the households. Our numerical experiment illustrates cross-sectional consumption inequality increases after a contractionary monetary policy shock which is consistent with the previous empirical result while it contradicts with predictions of the model without the wealth effect of the labor supply. Furthermore, consumption response to contractionary monetary policy shock is dampened, and a cross-sectional average of utilities decreases while the opposite is true in the model without wealth effect. These results suggest that propagation of monetary policy shock to the aggregate variables and welfare depends critically on additional insurance instruments available to agents. The third chapter, ''Capital Controls under Income Heterogeneity'', studies the welfare implication of capital controls under the small open economy model with the idiosyncratic income risks and the borrowing constraints. A calibrated model computes the change in welfare for different levels of capital controls. Compared to the recent studies, welfare gain of capital controls becomes small under agent income heterogeneity. For the economy with low borrowing capacity, capital controls become more effective compared to the baseline case.


Three Essays in Macroeconomics and Finance

Three Essays in Macroeconomics and Finance

Author: Yang Li

Publisher:

Published: 2022

Total Pages: 0

ISBN-13:

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Chapter 1 develops a continuous-time, heterogeneous agents version of the Barro-Rietz rare disasters model. Following Gabaix (2012), the disaster probability is assumed to be time-varying. The economy consists of two types of agents: (1) a "rational" agent, who updates his beliefs using Bayes Rule, and (2) a "robust" agent, who updates his beliefs using a pessimistically distorted prior. Following Hansen and Sargent (2008), pessimism is disciplined using detection error probabilities. Disaster risk is assumed to be nontradeable. The model is calibrated to US data, and focuses on three disaster episodes: (1) The Great Depression of 1929-33, (2) The Financial Crisis of 2008-09, and (3) The Covid Pandemic of 2020. The key contribution of the paper is to show that the model can replicate the observed spike in trading volume that occurs during disasters. Trading produces endogenous low frequency dynamics in the distribution of wealth. The relative wealth of robust agents gradually declines during normal times, but rises sharply during disasters. These results sound a note of caution when interpreting short-run movements in the distribution of wealth. Chapter 2 examines the market selection hypothesis in a continuous time asset pricing model with jumps. It is shown that the hypothesis is valid when agents have log preferences. The result is robust as it does not depend on whether markets are incomplete. Jumps affect long-run wealth dynamics through a redistribution channel: Disasters lead to large wealth redistribution as agents with heterogeneous beliefs about disasters have different exposures to risky assets. Using tools from ergodic theory, I prove a novel result that generalizes the rationality concept in the existing literature: an agent endowed with the optimal filter will outperform other agents in complete financial markets asymptotically. Chapter 3, a joint paper with Xiaowen Lei, develops a continuous-time overlapping generations model with rare disasters and agents who learn from their own experiences. Using microdata about household finance in China, we establish that economic disasters such as the Great Leap Forward make investors distrustful of the market. Generations that experience disasters invest a lower fraction of their wealth in risky assets, even if similar disasters are not likely to occur again during their lifetimes. "Fearing to attempt" therefore inhibits wealth accumulation by these "depression babies" relative to other generations.


The Oxford Handbook of Computational Economics and Finance

The Oxford Handbook of Computational Economics and Finance

Author: Shu-Heng Chen

Publisher: Oxford University Press

Published: 2018-01-12

Total Pages: 785

ISBN-13: 0190877502

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The Oxford Handbook of Computational Economics and Finance provides a survey of both the foundations of and recent advances in the frontiers of analysis and action. It is both historically and interdisciplinarily rich and also tightly connected to the rise of digital society. It begins with the conventional view of computational economics, including recent algorithmic development in computing rational expectations, volatility, and general equilibrium. It then moves from traditional computing in economics and finance to recent developments in natural computing, including applications of nature-inspired intelligence, genetic programming, swarm intelligence, and fuzzy logic. Also examined are recent developments of network and agent-based computing in economics. How these approaches are applied is examined in chapters on such subjects as trading robots and automated markets. The last part deals with the epistemology of simulation in its trinity form with the integration of simulation, computation, and dynamics. Distinctive is the focus on natural computationalism and the examination of the implications of intelligent machines for the future of computational economics and finance. Not merely individual robots, but whole integrated systems are extending their "immigration" to the world of Homo sapiens, or symbiogenesis.


NBER Macroeconomics Annual 2017

NBER Macroeconomics Annual 2017

Author: Martin Eichenbaum

Publisher: University of Chicago Press Journals

Published: 2018-05-22

Total Pages: 0

ISBN-13: 9780226577661

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Volume 32 of the NBER Macroeconomics Annual features six theoretical and empirical studies of important issues in contemporary macroeconomics, and a keynote address by former IMF chief economist Olivier Blanchard. In one study, SeHyoun Ahn, Greg Kaplan, Benjamin Moll, Thomas Winberry, and Christian Wolf examine the dynamics of consumption expenditures in non-representative-agent macroeconomic models. In another, John Cochrane asks which macro models most naturally explain the post-financial-crisis macroeconomic environment, which is characterized by the co-existence of low and nonvolatile inflation rates, near-zero short-term interest rates, and an explosion in monetary aggregates. Manuel Adelino, Antoinette Schoar, and Felipe Severino examine the causes of the lending boom that precipitated the recent U.S. financial crisis and Great Recession. Steven Durlauf and Ananth Seshadri investigate whether increases in income inequality cause lower levels of economic mobility and opportunity. Charles Manski explores the formation of expectations, considering the efficacy of directly measuring beliefs through surveys as an alternative to making the assumption of rational expectations. In the final research paper, Efraim Benmelech and Nittai Bergman analyze the sharp declines in debt issuance and the evaporation of market liquidity that coincide with most financial crises. Blanchard’s keynote address discusses which distortions are central to understanding short-run macroeconomic fluctuations.


The Chicago Plan Revisited

The Chicago Plan Revisited

Author: Mr.Jaromir Benes

Publisher: International Monetary Fund

Published: 2012-08-01

Total Pages: 71

ISBN-13: 1475505523

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At the height of the Great Depression a number of leading U.S. economists advanced a proposal for monetary reform that became known as the Chicago Plan. It envisaged the separation of the monetary and credit functions of the banking system, by requiring 100% reserve backing for deposits. Irving Fisher (1936) claimed the following advantages for this plan: (1) Much better control of a major source of business cycle fluctuations, sudden increases and contractions of bank credit and of the supply of bank-created money. (2) Complete elimination of bank runs. (3) Dramatic reduction of the (net) public debt. (4) Dramatic reduction of private debt, as money creation no longer requires simultaneous debt creation. We study these claims by embedding a comprehensive and carefully calibrated model of the banking system in a DSGE model of the U.S. economy. We find support for all four of Fisher's claims. Furthermore, output gains approach 10 percent, and steady state inflation can drop to zero without posing problems for the conduct of monetary policy.