Three Essays in Macroeconomics with Heterogeneous Agents

Download Three Essays in Macroeconomics with Heterogeneous Agents PDF Online Free

Author :
Publisher :
ISBN 13 :
Total Pages : pages
Book Rating : 4.:/5 (11 download)

DOWNLOAD NOW!


Book Synopsis Three Essays in Macroeconomics with Heterogeneous Agents by : Ying Tung Chan

Download or read book Three Essays in Macroeconomics with Heterogeneous Agents written by Ying Tung Chan and published by . This book was released on 2017 with total page pages. Available in PDF, EPUB and Kindle. Book excerpt: "This thesis extends the macroeconomic theory with heterogeneous agents by taking account of heterogeneous households' interaction among themselves, in the form of comparing their consumptions or incomes, and by allowing heterogeneous firms to interact in a strategic fashion. In Chapter 2, I study how behavioral hypotheses such as the concern for status (relative consumption) and inequality aversion can lead to useful predictions about the evolution of wealth distribution and asset accumulation. Households are heterogeneous in terms of initial endowments and idiosyncratic shocks to their labor productivity. I propose a generalized concept of consumption externalities which include as special cases the concern for relative consumption, and preferences that display inequality aversion. In Chapter 3, I focus on interactions among heterogeneous firms in an oligopolistic framework. I assume that that the products offered by these firms are not perfect substitutes. More important, the degree of substitutability may vary across products within the industry. I offer a general formulation of industry structure such that monopoly, oligopoly, and monopolistic competition can be obtained as special cases. In Chapter 4, we study how preferences that display ambiguity aversion play a role in the job search process and affects the equilibrium rates of unemployment and vacancy. Ambiguity refers to the lack of information about probability distributions. The traditional job search model assumes that there are random matches between job seekers and firms (or vacancies), and the random draws have objective probability distributions that are known to both sides of the markets. We modify this model and assume that economic agents are uncertain about the underlying probability distributions. This chapter contributes to our understanding of how ambiguity aversion affects the unemployment rate and aggregate productivity." --

Three Essays in Macroeconomics

Download Three Essays in Macroeconomics PDF Online Free

Author :
Publisher :
ISBN 13 :
Total Pages : 276 pages
Book Rating : 4.:/5 (882 download)

DOWNLOAD NOW!


Book Synopsis Three Essays in Macroeconomics by : Chacko George

Download or read book Three Essays in Macroeconomics written by Chacko George and published by . This book was released on 2014 with total page 276 pages. Available in PDF, EPUB and Kindle. Book excerpt: This dissertation consists of three essays on topics in macroeconomics. In the first chapter, I construct a macroeconomic model with a heterogeneous banking sector and an interbank lending market. Banks differ in their ability to transform deposits from households into loans to firms. Bank size differences emerge endogenously in the model, and in steady state, the induced bank size distribution matches two stylized facts in the data: bigger banks borrow more on the interbank lending market than smaller banks, and bigger banks are more leveraged than smaller banks. I use the model to evaluate the impact of increasing concentration in US banking on the severity of potential downturns. I find that if the banking sector in 2007 was only as concentrated as it was in 1992, GDP during the Great Recession would have declined by 40% less it did, and would have recovered twice as fast. In the second chapter, my co-author and I investigate the impact of firm capacity constraints on aggregate production and productivity when the economy is driven by aggregate and idiosyncratic demand shocks. We are motivated by three observed regularities in US GDP: business cycles are asymmetric, in that large absolute changes in output are more likely to be negative than positive; capacity and capital utilization are procyclical, and increase the procyclicality of measured productivity; the dispersion of firm productivity increases in recessions. We devise a model of demand shocks and endogenous capacity constraints that is qualitatively consistent with these observations. We then calibrate the model to aggregate utilization data using standard Bayesian techniques. Quantitatively, we find that the calibrated model also exhibits significant asymmetry in output, on the order of the regularities observed in GDP. The third chapter explores the role of distance in equilibrium selection. I consider a model economy with multiple steady state equilibria where a high productivity and a low productivity technology are available for use in production. The high productivity technology requires a fixed set up cost for production. Sectors are linked by localized production complementarities. I consider selection under a learning rule in which agents imitate their most successful neighbor. As distance between neighbors decreases, the possible profits from industrialization increase, and the likelihood that the learning rule process converges to a steady state matching the H equilibrium increases. The result suggests that, in the presence of localized technology spillovers, there may be important gains to economic growth from infrastructure development.

Essays in Macroeconomics with Heterogeneous Agents

Download Essays in Macroeconomics with Heterogeneous Agents PDF Online Free

Author :
Publisher :
ISBN 13 : 9780549302100
Total Pages : 87 pages
Book Rating : 4.3/5 (21 download)

DOWNLOAD NOW!


Book Synopsis Essays in Macroeconomics with Heterogeneous Agents by : Pierre-Alexandre Noual

Download or read book Essays in Macroeconomics with Heterogeneous Agents written by Pierre-Alexandre Noual and published by . This book was released on 2007 with total page 87 pages. Available in PDF, EPUB and Kindle. Book excerpt: My dissertation investigates two models of macroeconomics with heterogeneous agents. The first chapter analyzes a setup where agents are ex ante identical, yet receive idiosyncratic income shocks which make them heterogeneous ex post. A private information friction gives rise to incomplete risk-sharing as a constrained-efficient allocation. The second chapter again considers ex post heterogeneous agents: they have identical preferences but face idiosyncratic shocks to their earning capacity. There the focus is not on risk-sharing, but on the aggregate consequences for labor supply.

Three Essays in Macroeconomics and Finance

Download Three Essays in Macroeconomics and Finance PDF Online Free

Author :
Publisher :
ISBN 13 :
Total Pages : 230 pages
Book Rating : 4.:/5 (33 download)

DOWNLOAD NOW!


Book Synopsis Three Essays in Macroeconomics and Finance by : David Henry Bowman

Download or read book Three Essays in Macroeconomics and Finance written by David Henry Bowman and published by . This book was released on 1993 with total page 230 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Three Essays on Heterogeneity in Macroeconomics

Download Three Essays on Heterogeneity in Macroeconomics PDF Online Free

Author :
Publisher :
ISBN 13 :
Total Pages : 352 pages
Book Rating : 4.:/5 (34 download)

DOWNLOAD NOW!


Book Synopsis Three Essays on Heterogeneity in Macroeconomics by : Ryan Douglas Edwards

Download or read book Three Essays on Heterogeneity in Macroeconomics written by Ryan Douglas Edwards and published by . This book was released on 2002 with total page 352 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Three Essays in Macroeconomics and Finance

Download Three Essays in Macroeconomics and Finance PDF Online Free

Author :
Publisher :
ISBN 13 :
Total Pages : 0 pages
Book Rating : 4.:/5 (133 download)

DOWNLOAD NOW!


Book Synopsis Three Essays in Macroeconomics and Finance by : Yang Li

Download or read book Three Essays in Macroeconomics and Finance written by Yang Li and published by . This book was released on 2022 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.

קבר הגולגלות החוורות

Download קבר הגולגלות החוורות PDF Online Free

Author :
Publisher :
ISBN 13 :
Total Pages : pages
Book Rating : 4.:/5 (233 download)

DOWNLOAD NOW!


Book Synopsis קבר הגולגלות החוורות by :

Download or read book קבר הגולגלות החוורות written by and published by . This book was released on 1974 with total page pages. Available in PDF, EPUB and Kindle. Book excerpt:

Three Essays on Heterogeneity in Macroeconomics

Download Three Essays on Heterogeneity in Macroeconomics PDF Online Free

Author :
Publisher :
ISBN 13 :
Total Pages : pages
Book Rating : 4.:/5 (119 download)

DOWNLOAD NOW!


Book Synopsis Three Essays on Heterogeneity in Macroeconomics by : Mohamed Diaby

Download or read book Three Essays on Heterogeneity in Macroeconomics written by Mohamed Diaby and published by . This book was released on 2019 with total page pages. Available in PDF, EPUB and Kindle. Book excerpt:

Three Essays on General Macroeconomics

Download Three Essays on General Macroeconomics PDF Online Free

Author :
Publisher :
ISBN 13 :
Total Pages : 164 pages
Book Rating : 4.:/5 (122 download)

DOWNLOAD NOW!


Book Synopsis Three Essays on General Macroeconomics by : Shuaiyi Liu

Download or read book Three Essays on General Macroeconomics written by Shuaiyi Liu and published by . This book was released on 2020 with total page 164 pages. Available in PDF, EPUB and Kindle. Book excerpt: The thesis is made up of three chapters that work on three distinct topics in macroeconomics. The first chapter is a theoretical work on monetary policy, in which a coherent and intuitive large-scale Dynamic Stochastic General Equilibrium (DSGE) model matching with particulars of the Chinese economy is established to understand how and why Reserve Requirement Ratio (RRR) works within Chinese monetary policy regime. The second chapter reveals the relationship between phenomenon of inequality and secular stagnation with a three-period Overlapping Generations (OLG) model built within a heterogeneous agent framework. It also points out workable ways of conducting macroprudential policy given the aforesaid two phenomena. The third chapter both theoretically and empirically examines effectiveness of the currency board system in Hong Kong using an advanced macroeconomic modeling toolbox as well as a workhorse model used by a mass of central banks that is further modified to be in line with reality of the Hong Kong economy.

Essays on Macroeconomics with Heterogeneous Agents

Download Essays on Macroeconomics with Heterogeneous Agents PDF Online Free

Author :
Publisher :
ISBN 13 :
Total Pages : 84 pages
Book Rating : 4.:/5 (95 download)

DOWNLOAD NOW!


Book Synopsis Essays on Macroeconomics with Heterogeneous Agents by : Kyooho Kwon

Download or read book Essays on Macroeconomics with Heterogeneous Agents written by Kyooho Kwon and published by . This book was released on 2013 with total page 84 pages. Available in PDF, EPUB and Kindle. Book excerpt: "Chapter 1 develops a heterogeneous-agent general equilibrium model that incorporates both intensive and extensive margins of labor supply. A nonconvexity in the mapping between time devoted to work and labor services distinguishes between extensive and intensive margins. We consider calibrated versions of this model that differ in the value of a key preference parameter for labor supply and the extent of heterogeneity. The model is able to capture the key features of the empirical hours worked distribution, including how individuals transit within this distribution. We then study how the various specifications influence labor supply responses to temporary shocks and permanent tax changes, with a particular focus on the intensive and extensive margin elasticities in response to these changes. We find important interactions between heterogeneity and the extent of curvature in preferences. Chapter 2 builds a model of family labor supply in which individuals choose between full-time work, part-time work, and nonemployment. The model is calibrated to replicate the movements of both male and female workers among these states. The willingness to substitute hours over time (the so-called intertemporal elasticity of labor supply) is critical for many economic analysis. A common strategy for uncovering the value of this willingness is to carry out structural estimation on micro panel data. One general issue in this estimation exercises using micro data is that misspecification of the constraints that individuals face is likely to influence inference about preference parameters. In the model economy, although the individual labor supply problem is a discrete choice problem, individuals are able to adjust hours along the intensive margin by moving between part-time and fulltime work. Intuitively, adjustment along the intensive margin potentially allows one to estimate the true value of the underlying curvature parameter describing the utility from leisure. We explore the extent to which standard labor supply methods can achieve this in our setting. Although these methods deliver precise estimates that are significantly different from zero, the estimates are effectively unrelated to the true underlying values. These methods also deliver elasticity estimates for women, even when the underlying preference parameters are the same for men and women. Chapter 3 investigates the optimal progressive tax code in an incomplete-market economy in which households are linked intergenerationally by altruism and earning ability. The model economy is calibrated to that of the US with the progressive tax code suggested by Gouviea and Strauss (1994). First, I compute the equilibrium with the optimal progressive tax code. Second, I investigate the extent to which the size of government welfare programs affects the optimal progressivity of the income tax code. I find that the optimal tax code for an economy populated with altruistic households is approximately equivalent to a proportional tax of 23.1% with a fixed deduction of approximately $17,000 in 1990 US dollars. For an economy populated with non-altruistic households, however, these numbers are 18.8% and $12,000 respectively. This result implies that inequality is more severe in an economy with intergenerational links so that the policy maker requires a more progressive tax system to provide insurance. Additionally, I find that when the size of the government welfare program is chosen carefully, the additional insurance benefits from the progressive income tax code disappear"--Pages iv-v.

Three Essays in Macroeconomics

Download Three Essays in Macroeconomics PDF Online Free

Author :
Publisher :
ISBN 13 :
Total Pages : 146 pages
Book Rating : 4.:/5 (123 download)

DOWNLOAD NOW!


Book Synopsis Three Essays in Macroeconomics by : Raphael Anton Maximilian Peter Gabriel Auer

Download or read book Three Essays in Macroeconomics written by Raphael Anton Maximilian Peter Gabriel Auer and published by . This book was released on 2006 with total page 146 pages. Available in PDF, EPUB and Kindle. Book excerpt: (Cont.) Countries that tend to be close to international supply of skilled labor have lower levels of advanced education, while the reverse is true for countries that are close to labor abundant nations. A one standard deviation difference in geographic proximity to skilled labor is associated with a difference' of about 2/3 of a year of average higher education. Chapter 2 examines why movements of relative costs brought about by exchange rate fluctuations are passed on to customers only slowly, and never to a full extent. We first develop a perfectly competitive economy featuring heterogeneity of both good qualities and of consumer valuations. In equilibrium, high valuation consumers and high quality firms are matched. The relative scarcity of different qualities leads to pricing-to-market and markups that are determined by the local toughness of competition. Our production setup features trade in intermediate goods, local assembly that is subject to decreasing returns and fixed costs of market entry. In every export market, firm entry and size decisions are determined by how local prices compare to the cost of production at home. We next analyze how changes in the real exchange rate are transmitted internationally.

Three Essays in Macroeconomics

Download Three Essays in Macroeconomics PDF Online Free

Author :
Publisher :
ISBN 13 :
Total Pages : 166 pages
Book Rating : 4.:/5 (793 download)

DOWNLOAD NOW!


Book Synopsis Three Essays in Macroeconomics by : Marnix Amand

Download or read book Three Essays in Macroeconomics written by Marnix Amand and published by . This book was released on 2011 with total page 166 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Essays on Macroeconomics with Heterogeneous Agents

Download Essays on Macroeconomics with Heterogeneous Agents PDF Online Free

Author :
Publisher :
ISBN 13 :
Total Pages : 147 pages
Book Rating : 4.:/5 (125 download)

DOWNLOAD NOW!


Book Synopsis Essays on Macroeconomics with Heterogeneous Agents by : Min Fang (Economist)

Download or read book Essays on Macroeconomics with Heterogeneous Agents written by Min Fang (Economist) and published by . This book was released on 2021 with total page 147 pages. Available in PDF, EPUB and Kindle. Book excerpt: "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 on Macroeconomic Policies in Heterogeneous Agent Models

Download Essays on Macroeconomic Policies in Heterogeneous Agent Models PDF Online Free

Author :
Publisher :
ISBN 13 :
Total Pages : 256 pages
Book Rating : 4.:/5 (13 download)

DOWNLOAD NOW!


Book Synopsis Essays on Macroeconomic Policies in Heterogeneous Agent Models by : Alaïs Martin-Baillon

Download or read book Essays on Macroeconomic Policies in Heterogeneous Agent Models written by Alaïs Martin-Baillon and published by . This book was released on 2021 with total page 256 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.

Three Essays in Macroeconomics

Download Three Essays in Macroeconomics PDF Online Free

Author :
Publisher :
ISBN 13 :
Total Pages : 202 pages
Book Rating : 4.:/5 (156 download)

DOWNLOAD NOW!


Book Synopsis Three Essays in Macroeconomics by : Bobbie Lee Horn

Download or read book Three Essays in Macroeconomics written by Bobbie Lee Horn and published by . This book was released on 1986 with total page 202 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Three Essays on Macroeconomics and Monetary Economics

Download Three Essays on Macroeconomics and Monetary Economics PDF Online Free

Author :
Publisher :
ISBN 13 :
Total Pages : 238 pages
Book Rating : 4.:/5 (913 download)

DOWNLOAD NOW!


Book Synopsis Three Essays on Macroeconomics and Monetary Economics by : Sylvia Xiaolin Xiao

Download or read book Three Essays on Macroeconomics and Monetary Economics written by Sylvia Xiaolin Xiao and published by . This book was released on 2014 with total page 238 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Essays in Heterogeneous Agent Macroeconomics

Download Essays in Heterogeneous Agent Macroeconomics PDF Online Free

Author :
Publisher :
ISBN 13 :
Total Pages : 0 pages
Book Rating : 4.:/5 (134 download)

DOWNLOAD NOW!


Book Synopsis Essays in Heterogeneous Agent Macroeconomics by : Nobuhide Okahata

Download or read book Essays in Heterogeneous Agent Macroeconomics written by Nobuhide Okahata and published by . This book was released on 2021 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.