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最强大的英文论文摘要模板句子 Abstract Appendix

最强大的英文论文摘要模板句子  Abstract Appendix
最强大的英文论文摘要模板句子  Abstract Appendix

Appendix 1 - Concordances

Frequent patterns in the concordance of paper (cf. MB Abstracts)

In this paper we provide a ranking of European economics institutions

We se a unique enterprise level random survey of 150 firms

We study the effect of certain types of public compulsory insurance

We present a summary of recent microeconometric results

We study renegotiation in procurement auctions

We develop a stochastic dynamic general equilibrium model

We consider the organisation of international antitrust as an issue

The authors examine whether homeowning benefits children

The author investigates J.C. Harsanyi’s utilitarianism aggregation

The authors show that a non-cooperative game with a finite set of

The authors analyse the impact of uncertainty on the level and

The author considers the principal multiple agents problem

The authors use an implementation approach to see whether

The authors test the effectiveness of the arbitrage pricing

The authors study a large market in which sellers compete

The authors question the validity of using TFP growth rates as a

This paper reviews the literature discussing historical patterns in defense

This paper reviews estimators for multiple regime selection models, which in

This paper reviews and appraises UNCED and outlines some of the developments The paper reviews some recent theoretical contributions on the modelization

This paper reviews existing studies of the role of emerging market business

The paper reviews the main findings on individual decision making under

This paper summarises a few useful methods, and shows how they can be suggests a plausible microstructural connection between

This paper reports new estimates of the elasticity of substitution between

This paper reports an experiment designed to separate these considerations,

This paper reports on an empirical examination of this proposition, by linking This paper reports the first analysis of the structure of Russian cities after 70

This paper reports quarterly ex ante forecasts of macroeconomic activity for

This paper reexamines the popular assumption that real estate commissions This paper reexamines the empirical evidence on the degree of spatial spillover This paper revisits the proposal to use options in corporate bankruptcy that

This paper reconciles the different results by showing that they depend in large This paper reconciles some conflicting interpretations of recent literature on

This paper studies a broad class of infinite-horizon economies that are

A large class of bounded-rationality, probabilistic learning

The welfare effect of foreign investment into an economy

The effects of regional integration on the location of labour

The simplest formulation of the general screening model

Three price-based policies for solid waste reduction: (1)

The impact of profit sharing and bonus payment on

The relationship between the degree of regional integration

Whether the price charged to a competitor for the use of

The provision of environmental quality in

The intertemporal allocation of funds through demand

The implications of buyer’s liquidity constraints

Coverage extension in a simple general equilibrium model

the paper shows that integration may turn an honest country into an evading

This paper shows how the model can be solved and the optimal escape clause

This paper shows generic determinacy of equilibria for sender-receiver cheap-

This paper shows that if, the consumption good production function is alpha-

this paper shows that it can be characterized in terms of restrictions on play

This paper shows that asymmetric information between lenders and borrower

This paper shows that additive purchasing power parity (PPP) methods, such

This paper starts by discussing the goals that should guide the design of

This paper uses a dynamic agency model to offer a resolution of the

A precise formalism to state and prove the following result:

Census evidence from mid-nineteenth century France to investi-

Uses the Panel Study of Income Dynamics to provide some of

A simultaneous model of census tract population and employment

Firm level date to examine the effectiveness of agreements

This paper provides a motivation for public involvement in internal improvement This paper provides evidence that the common factor restrictions (CFR) play

this paper provides an introduction and overview on the economics of international This paper provides a utility-theoretic interpretation of "Don't-Know" (DK)

This paper provides an axiomatic basis for a representation of personal prefer

The paper provides a theoretical insight into the causes of a recession and a

This paper provides a theoretical model of waste management which is dynamic

This paper provides a theory of diversification and financial structure of banks

This paper provides a simple model to discuss the financing of network

The paper proposes a new method for computing these probabilities, and

This paper proposes a signaling model that offers a new perspective on why

This paper proposes a conceptual framework to investigate the effects of

This paper presents an approach to such multilateral bargaining problems. A

This paper presents a model of the beef sector of the Greek economy.

The paper presents an overview of state trading activities in Russia in light of

The paper presents a new social accounting matrix (SAM) for Argentina and

This paper presents a data system that gives consistent, complete and detailed

This paper presents a general equilibrium model of a multi-city economy where

The paper presents a model which allows identification of long-run response

This paper presents a simple game-theoretic model in which players decide

This paper presents new evidence concerning the importance of poor relief as

This paper presents the first attempt to explore recent changes in office-com

The following paper presents a simple neoclassical growth model where corruption is

This paper presents an amenity-based theory of location by income.

This paper presents the results of a political stock market in the Netherlands

This paper presents a simple model of the links between education, democracy

This paper presents an extension of the Alesina and Drazen (1991. American

This paper offers a model of the allocation of funds in Chinese state-owned

the paper offers insights into the transition from a socialist economy into a

The paper offers a refined version of the procedure, and it also responds to

This paper offers a counter-argument to Friedman's (In: Essays in Positive

This paper offers a short survey of recent contributions about the information-

This paper offers an alternative analysis that relates voting outcomes to the

The main conclusion of the paper is that the Italian depression, comparable to that of other The main finding of the paper is that the desirability of an electoral area between two

The hypothesis examined in this paper is that the greater the investor's flexibility, the easier it is for

The aim of this paper is to evaluate whether structural change is a key element in acco

The contribution of this paper is to identify the presence of a profit-sharing system and an infor The purpose of this paper is to consider what determines the differences between the combi The purpose of this paper is to consider the effect of the composition of economic activity o The objective of this paper is threefold. First, to estimate the productivity performances realiz

A further distinguishing aspect of the paper is its attempt to incorporate the impact of unobservable

The purpose of the paper is to reconcile the willingness to pay technique as a means of coll The novelty of this paper is twofold. First, it defines a range of competition policy implemen The purpose of this paper is to assess the importance of spatial variability in physical param The aim of this paper is to construct theoretical models which help to shed light on the

The purpose of this paper is to explain empirical observations concerning the impact of exch The objective of this paper is to use input-output analysis to examine the resource allocation This paper investigates the empirical significance of underwriter reputation ca

This paper investigates the knowledge that people have of the spatial distribu

The paper investigates one aspect of party governance, namely the allocatio

This paper investigates the relationship between agglomeration and specializ

This paper investigates the impact on company behaviour of increases in fina

The paper investigates the optimal provision of public goods in the presence

This paper investigates institutional reasons for the soft-budget constraint pro

This paper investigates convergence for a group of seven countries during the

The paper investigates the impact of financial integration on asset return, ris

This paper explores the possibility of using the classical concept of 'civil soci

This paper explores the hypothesis that high tax rates can distort the decisio

This paper explores two sets of potential determinants of this decision. One

this paper explores the connections between the distribution of land, factor

This paper explores some relationships between promotion of competition an

The paper explains why bank loans and grants coexist with self-financing, w

This paper examines the effect of the MFC rules adopted by Medicaid on bot

This paper examines the quantitative effects of the transitional system of value

This paper examines the intertemporal optimal consumption and investment This paper examines an evolutionary model in which the primary source of This paper examines the access of small private-sector firms in Hungary to

This paper examines the relationship between community-level exposure to a This paper examines issues that senior human resource management execu

The paper examines a local public goods economy where individuals' tastes This paper examines the effects of age, occupation, population size of place The paper examines a large population analog of fictitious play in which play This paper examines how profit maximizing fishers respond to different types This paper examines incentive and valuation effects of debt financing on land This paper examines some general notions relating to the comparison of Cou This paper examines how a public wastewater treatment plant balances obje This paper examines the empirical validity of this explanation using data on o this paper examines to what extent licence contracts can internalize the bus This paper examines the impact of the various reform measures on the produ This paper examines the hypothesis of Harold Innis (1894ˉ1952) that there is this paper examines the roles of transportation policy and demographic chan This paper examines the spatial evolution of computers across 317 metro are This paper examines the implications of tax evasion for fiscal competition an This paper examines the argument that the availability of collateral rules out This paper examines the effects on technology transfer and spillovers derivin This paper examines the consequences of falling transport costs for intermed This paper examines the evolution of the role of income distribution in the pro This paper examines how the presence of a non-negligible fraction of reciproc This paper discusses some analytical and practical questions raised by MCI This paper discusses the structure of the individual AMT and examines the lo This short paper discusses recent insights of multitask agency theory. It considers The paper discusses the history of the plans beginning in the Soviet period, t This paper discusses some problems posed by foreign currency debt for em This paper develops an estimable model of recreation behavior in which the r This paper develops an econometric model that incorporates all three compo the paper develops a housing search model and measures the cost of discri This paper develops a general-equilibrium model of a system of core-peripher This paper develops a positive theory explaining pollution tax policy outcome This paper develops a model of price determination in insurance markets. Ins The paper develops conditions under which clusters of activity emerge. Auth This paper develops an analytical framework to assess these effects. Circum This paper develops a model of regulated open access resource exploitation. This paper develops and discusses a two-sector general equilibrium growth This paper develops a model of corporate hierarchy in which workers accumu This paper develops a model of the choice between bank and market finance This paper develops a dynamically consistent model of search, matching and This paper develops a particular technique for extracting market expectations This paper develops an interpretation of the Asian meltdown focused on mora This paper develops a model of an unregulated banking system based around This paper deals with t he problem by specifying an endogenous regime-switch This paper deals with c ompany expectations for l997 with regard to employment this paper deals with those two issues. It will be argued in favour of an anti-inf

This paper considers how cooperative solutions to games of sharing fish reso This paper considers the 'weak announcement proofness' criterion of S. A. M the paper considers dynamic allocation in an altruistic overlapping generatio This paper considers model worlds in which there is a continuum of individual this paper considers Australia's post-July 1997 regulatory regime for telecom The paper considers international per capita output and its growth using a pa This paper considers the optimal selling mechanism for complementary item The paper considers economic processes that may lead to the consolidation This paper considers a school choice plan, open enrollment, that allows stud This paper considers interjurisdictional tax competition in a two-period model This paper considers the implications of the decision of the Australian Industr This paper considers a smooth and noisy version of the statistical prediction This paper considers a fixed normal-form game played among populations of This paper considers why firms often ban monetary exchange between their This paper considers bidding behavior in a repeated procurement auction sett The paper concludes by examining welfare issues. This paper examines ho The paper concludes by explaining the relationship between the options appr This paper compares Bertrand and Cournot equilibria in a differentiated duopo This paper compares four equilibrium business cycle models with increasing This paper compares the two societies which have encouraged the study of e This paper combines statistical with economic equilibrium analysis in the co This paper attempts to show how the International Bank for Reconstruction a This paper attempts an analysis of the impact of migration on the scale and The paper attempts to reconcile some views on the Piccione-Rubinstein abs This paper argues that the analysis of these games involves a key technical i This paper argues that successful states in the ancient world depended on th This paper argues that while both technological opportunity and appropriabilit This paper argues that the way fiscal redistribution has managed to countera This paper argues that the sign of external effects of coalition formation provi The paper argues that in centrist parties, the high congruence of interest bet This paper argues that risk is related to long-run volatility of income and there This paper argues that the liberalisation of foreign direct investment (FDI) has This paper argues that unemployment insurance increases labor productivity This paper analyzes competitive allocations of an exhaustible resource in an the paper analyzes the role of crises and foreign assistance in bringing abo The paper analyzes the highlights of the country's economic recovery, explor The paper analyzes the effects of central bank independence on the position The paper analyzes a simple discrete-time noncooperative coalititional barga This paper analyzes the formation of trading groups in a bilateral market wher This paper analyzes repeated games with private monitoring where in each p This paper analyzes the relationship between unemployment duration and th This paper analyzes D. Pearce's (1984) notion of extensive form rationalizabil This paper analyzes the theory that Soviet farm marketing was so price unre The paper analyzes the institutional conditions under which policymakers ca This paper analyzes the effects of information on participation and time-of-us

This paper analyzes the deadweight loss of delegated auditing in a three-tier

This paper analyzes the deadweight loss of delegated auditing in a three-tier

This paper analyzes the optimal interest rate policy in currency crises. Firms

The paper analyses the welfare effects of these taxes as well as to what ext

This paper analyses the employment effects of revenue-neutral green tax refo

. This paper analyses the impact of modifying this assumption by allowing for

The paper analyses the switch from pay-as-you-go to funded pensions ˉ pen

This paper analyses the decision by firms under Cournot oligopoly as to reco

This paper analyses the factors determining the scale and location of Japane

this paper addresses the effect of rent control laws on two groups considere

In addition, the paper addresses the effects of open enrollment on competition between

this paper addresses the formalization and implications of the hypothesis th

This paper addresses two general questions. First, what is the effect of mark

Purpose

The purpose of this paper is to consider what determines the differences between the combinations of financial and labour systems observed in some large market economies. The purpose of this paper is to consider the effect of the composition of economic activity on innovation.

The purpose of this article is to explain the major changes made by the Basle Committee to its previous set of proposals (Basle Committee 1995) which were outlined in Hall 1995. The purpose of the paper is to reconcile the willingness to pay technique as a means of collecting information, put forward in earlier studies, with the growth theoretical approach

to social ac

The purpose of this study is to compare the performance of the public sector with that of the private sector for the various sub-sectors of manufacturing in Turkey. The purpose of this paper is to assess the importance of spatial variability in physical parameters in the design of efficient pollution regulations. The purpose of this paper is to explain empirical observations concerning the impact of exchange rate changes on industrial prices.

Framework

1 The optimum currency area analysis is reexamined in a MundellˉFleming framework with

local-currency pricing.

2 The authors consider Amartya Sen's familiar paradox of the Paretian liberal in a framework

where individual rights are represented as a game form.

3 Using a three-period framework, we provide approximate solutions for optimal consumption

choices

4 This paper proposes a conceptual framework to investigate the effects of central bank

independence, of the degree of centralization of wage bargaining and of the interaction between

those institutional variables, on real wages, unemployment and inflation,

5 The present paper extends the standard framework to cover the case of labour-augmenting

technological progress.

6 This paper develops an analytical framework to assess these effects.

7 This paper applies this framework to an exchange-rate escape clause but is unable to solve

his model given a triangular distribution of the supply shocks.

8 In order to understand how self-fulfillment can be realized in a dynamic framework, the

authors investigate the relationship between

9 Using this bargaining framework, the paper analyzes the role of crises and foreign assistance

in bringing about a settlement to the distributional conflict.

10 Nonconvexities are not fundamental in this framework.

11 We use a framework that nests an increasing returns model of economic geography featuring

home market effects' with that of HeckscherˉOhlin.

12 We introduce a framework that has known models of oligopolistic competition with

differentiated products (the circle, the logit, and the CES) as limit cases.

13 the pros and cons of these different approaches within a coherent conceptual framework that

applies contract theory to the regulation of banking.

14 Conversely, it is shown in a general framework that any convex (thus progressive) tax

function satisfies the principle of equal sacrifice.

15 o show that the most important predictions of the standard theory hold in the general finite

framework studied here.

16 In this framework, prescription drug discounts appear to make some consumers (those in the

managed care sector) better off and other consumers (those outside the managed care sector)

worse off.

17 This paper analyzes the theory that Soviet farm marketing was so price unresponsive that rapid

industrialization within the framework of the NEP would have been choked off by rising farm prices and inadequate sales.

18 We first point out that the current framework of public international law allows for wide

discretion in the assertion of jurisdiction.

19 The analysis is carried out in the framework of a general equilibrium model of a mixed

economy with production.

20 We find that in this framework, much of the scope for conflict disappears.

21 Although seldom modeled outside the monopolistic competition framework, market

incompleteness and imperfect competition are central to the new growth theories.

22 A simple game-theoretic framework is applied to analyse international cooperation by

focusing on the prisoner's dilemma on the one hand and bargaining in the Coasian sense on the

other.

23 The model provides a simple theoretical framework in which the level of corruption as well as

the effects of corruption on income, consumption, and growth are identifiable.

24 This is modeled in the context of a political economy framework in which social cohesion

reduces wasteful rent seeking, and thus strengthens incentives for investment in human captial.

25 recently demonstrated a potential conflict between stability and efficiency in this framework.

26 Based on the principalˉagent framework I develop a simple model of policy loans, which are

granted by the government on non-market terms, to formalize this important banking

phenomenon in both China and other developing countries.

27 The model serves as the framework for an econometric study of participation in the

Conservation Reserve Program by Northeastern landowners.

28 In the absence of an institutional framework facilitating more dispersed ownership,

29 Studies of optimal growth in a multisector framework are generally addressed in reduced-

form models, defined by an indirect utility function which summarizes the consumer's

preferences and the technologies.

30 Instead, an incentive framework and legal environment should be created for the major

nongovernment creditors to initiate restructuring.

31 The authors develop this conceptual framework and assess the findings from three studies of

major commercial banks undergoing privatisation

Result in (Vb)

1 Ruggiero et al- (1997) argue that the 'Pythagorean Theorem' is an inappropriate basis for

evaluating baseball managers and has an illogical arithmetic property that can result in a

manager's evaluation being dependent upon the strength of his team.

2 Olewiler (199

3 and 1995) describe a model in which some competition can result in

suboptimal Nash equilibrium.

3 Rather, they may result in the formation of a megalopolis that consists of large core cities that

are connected by an industrial belt, i.e., a continuum of cities, where economic activities are

dispersed over an interval on the location space.

4 Violation of (ii) may result in cyclical behaviour of actions on each sample path.

5 Violation of (i) may result in an 'anything is possible' result: any stochastic process of actions is

consistent with maximizing behaviour and Bayesian updating.

6 and how the soft-budget constraint problem creates conditions which may result in a financial

crisis.

7 empirical finding suggests that the missing common factor restrictions may result in a quite

different and perhaps misleading inference.

8 In our benchmark, small reductions in working time, starting from the laissez-faire equilibrium

solution, always result in a small increase in the equilibrium employment, while larger

reductions reduce employment.

9 a one unit increase in (subsidized) free parking will result in more than one additional parker,

adding to neighbourhood spillovers.

10 says that the Board believes that this bill would improve the efficiency and competitiveness of

the financial services industry and result in better service to consumers

11 programs converge to a fixed point or to a cycle of finite period, and hence result in the

conservation of the resource.

As a result

1 some of these payments are made purely as a result of asymmetry in bargaining power and have

nothing to do with

2 increased parcel sizes would be associated with lower unit prices as a result of the concavity of

the land price function.

3 1.8 million defense-related jobs in the private sector would be lost as a result of the actual and

proposed cuts in spending

4 yields the corresponding consistent bankruptcy rule as a result of a unique outcome of Nash

equilibria.

5 As a result, international bodies such as the EU, ITU, OECD and WTO are

6 As a result, his finding undermines the credibility of the existing conclusion

7 As a result, GearyˉKhamis comparisons tend to underestimate

Result (N)

1 The main result states that if the payoff functions are semicontinuous and strong

2 The main result of this study is that a financial constraint may serve as a discipli

3 The main result obtained from the simulation of the theoretical model is that, alt

4 The main result is that regional integration, in the form of a reduction in transport

5 The main result is that if we take a certain order is greater than or equal to

6 The main result is convergence with probability one to a fixed pattern of pure

7 This result is consistent with suggestions that agricultural districts where t

8 This result is obtained by using martingale techniques to reformulate the in

9 This result is applied to game theory to obtain a natural interpretation of co

10 This result is shown to be consistent with available evidence on working

11 This result has implications for empirical work. Moreover, this negative effect

13 However, the fundamental reason for this result has nothing to do with vintages; rather,

14 This result follows the presumption that women are poorly motivated by

15 An example shows that this result does not carry over to stationary stochastic environments.

16 Their result is robust to a variety of specification tests. Using panel data

15The importance of the result is exemplified by the graduate tax.

16The result holds for a large class of consistent and monotone rules, including

17The result does not come from an effect of instability on investment.

Evidence

1. New evidence is presented that reaffirms the predominance of local-currency pricing

2. Evidence is found of local spatial externalities between university research and

3. Evidence is presented that it was the Ford Motor Company that first develope

4. Evidence is presented showing that job-finding probabilities of the unemployed

5. First, detailed historical evidence is studied. Second, Innis's ideas are translated into a

formal

6. Evidence is lacking on the extent to which groups facilitate rent-seeking or

7. Evidence is then presented showing that inflation is positively correlated with

8. Evidence is also lacking on the extent to which groups hamper the future deve

9. Furthermore, quantitative evidence is presented supporting the view that Federal Reserve

10. Empirical evidence is found in favour of a stable long-run M2 money demand function

11. Evidence from the French experience Thomas Piketty* CEPREMAP, 142 ru

12. It provides evidence from British and German data that is consistent with this view.

13. Evidence from industrial and developing countries: Francesco Giavazzi,

14. This paper uses census evidence from mid-nineteenth century France to investigate how

and to

15. Insider power and wage setting in transition: Evidence from a panel of large Polish firms,

16. The effects of wage distortions on the transition: Theory and evidence from China Roger

H.

17. Our evidence supports the finding that the social security system has substantially

18. The evidence suggests that migration between industry and agriculture was quite

19. I then argue that the existing evidence suggests that the performance effects of group

affiliation

20. The evidence suggests that five price series exhibit stochastic trends, while the

21. Empirical evidence strongly supports this finding for industrialized countries and Europe

22. Evidence shows that firms build their market position by accumulating knowledge

23. However, other evidence shows that general training is financed by firms, especially in

24. The evidence provides considerable support for the diversity thesis but little support

25. The evidence provides ways for the People's Bank of China to improve the effective

26. There exists evidence of a sizable shift of elderly households away from homeownership.

27. The author finds strong evidence of MAR (Marshall-arrow-Romer) (own industry, or

localization)

28. The model is consistent with the empirical evidence of SOEs restructuring in transition

29. We find strong evidence of significant dynamic own industry externalities for single plant

firm

30. Evidence of superior forecasting skill would imply that U.S. monetary authorities

31. found to provide strong evidence of local spillovers at the state level. At the MSA level, a

32. and little evidence of urbanization-Jacobs-knowledge type externalities. Corporate plant

33. With individual country tests, we find evidence of stationarity in only four of the thirteen

countries.

34. there is evidence of diminishing marginal productivity gains for both forms of ownership

35. present empirical evidence of significant spillovers from inward investment on technical

progress

36. The economic literature provides empirical evidence of the existence of technological cartels, Collocates of evidence: empirical (***), strong (**), recent, existing, systematic, experimental, direct, substantial, abstract, available, new, quantitative, historical.

Given (A + given)

1. We identify conditions such that for a given rationality parameter range the path of choices

over

2. If households sort efficiently across locations, then at a given location families receive the

same

3. Novel comparative statics show that debt value May increase for a given increase in asset

volatility

4. as the probability of entry increases, expected profit for a given firm, conditional on entry,

increases over some initial range.

5.to the event that a country joins the European Monetary Union at a given date.

6.signals a higher probability of joining EMU at a given date, or simply reflects improved (given + the/that)

7.At equilibrium, each player uses appropriate choice probabilities, given those used by the

others.

8.with private information about their types, choose utility-maximizing signals given these

prices.

9.It also shows that, given the observed matrix of subsequent tenure transitions, these impacts

o

10.Given the meager amount of informal assistance available to them, most

11.Given the strong theoretical presumption that state enterprises are less efficient

12.The equilibrium is second best, given the imposition of the revenue constraint on the

13.Second, given that essential local inputs are vulnerable to monopolization and

14.Given that the cities within an economy constitute some form of hierarchical

Appendix 2 - Transition Cues

Adapted from LEO, Literacy Education Online, https://www.wendangku.net/doc/be5274051.html,/style/transitioncues.html

Transitions help readers connect the ideas in a piece of writing; they're the glue that shows how pieces of your text fit together. Often all you'll need is a word or phrase to lead readers through your text.

There are words and phrases which help you…

1.lead readers forward from information they've already read to new information

2.move readers into specific examples

3.lead readers through a sequence

a.from one time-frame to another

b.draw readers' attention to a particular location or place

c.let readers know that a digression is about to begin or end

4.draw readers' attention to cause and effect relationships

a.to emphasize a cause or reason

b.to clarify the purpose of something

5.make readers stop and compare what they've just read to what they're about to read

6.lead readers into statements that clarify or emphasize

a.to clarify a point that readers have just read

b.to emphasize a point that readers are about to read

7.lead readers into concessions, reservations, dismissals, or conditions

a.to concede a point that readers are likely to think of

b.to clarify for readers the writer's reservations

c.to dismiss a point that readers are likely to think of

d.to establish a condition or conditions affecting the subject

8.lead readers into a summary or conclusion

a.To repeat a point you've already made

b.To summarize what you've already said

c.To introduce readers to a conclusion or conclusions

Here are some examples.

Appendix 3. Other sample abstracts

Working paper abstracts

Complexity and Empirical Economics

Steven N. Durlauf

This paper explores the state of interplay between recent efforts to introduce complex systems methods into economics and the understanding of empirical phenomena. The empirical side of economic complexity may be divided into three general branches: historical studies, the identification of power and scaling laws, and analyses of social interactions. I argue that, while providing useful “stylized facts,” none of these empirical approaches has produced compelling evidence that economic contexts exhibit the substantive microstructure or properties of complex systems. This failure reflects inadequate attention to identification problems. Identification analysis should, therefore, be at the center of future work on the empirics of complexity.

A Theory for Long-Memory in Supply and Demand

Fabrizio Lillo, Szabolcs Mike, and J. Doyne Farmer

Recent empirical studies have demonstrated long-memory in the signs of orders to buy or sell in financial markets [2, 19]. We show how this can be caused by delays in market clearing. Under the common practice of order splitting, large orders are broken up into pieces and executed incrementally. If the size of such large orders is power law distributed, this gives rise to power law decaying autocorrelations in the signs of executed orders. More specifically, we show that if the cumulative distribution of large orders of volume $v$ is proportional to $v^\alpha$ and the size of executed orders is constant, the autocorrelation of order signs is asymptotically proportional to $\tau^{-(\alpha-1)}$. This is a long-memory process when $\alpha<2$. With a few caveats, this gives a good match to the data. A version of the model also shows long-memory fluctuations in order execution rates, which may be relevant for explaining the long-memory of price diffusion rates.

Two-Factor Model of Income Distribution Dynamics

Makoto Nirei and Wataru Souma

This paper analyzes empirical income distributions and proposes a simple stochastic model to explain the stationary distribution and deviations from it. Using the individual tax returns data in the U.S. and Japan for 40 years, we first summarize the shape of income distribution by an exponential decay up to about the 90th percentile of income and a power decay for the top 1 percent. We then propose a minimal stochastic process of labor and asset income to reproduce the empirical characteristics. In particular, the Pareto exponent is derived analytically and matched with empirical statistics.

Tools of the Trade: The Socio-Technology of Arbitrage in a Wall Street Trading Room

Daniel Beunza and David Stark

Our task in this paper is to analyze the organization of trading in the era of quantitative finance. To do so, we conduct an ethnography of arbitrage, the trading strategy that best exemplifies finance in

the wake of the quantitative revolution. In contrast to value and momentum investing, we argue, arbitrage involves an art of association – the construction of equivalence (comparability) of properties across different assets. In place of essential or relational characteristics, the peculiar valuation that takes place in arbitrage is based on an operation that makes something the measure of something else – associating securities to each other. The process of recognizing opportunities and the practices of making novel associations are shaped by the specific socio-spatial and socio-technical configurations of the trading room. Calculation is distributed across persons and instruments as the trading room organizes interaction among diverse principles of valuation.

The Network Topology of the Interbank Market

Michael Boss, Helmut Elsinger, Martin Summer, and Stefan Thurner

We provide an empirical analysis of the network structure of the Austrian interbank market based on a unique data set of the Oesterreichische Nationalbank (OeNB). We show that the contract size distribution follows a power law over more than 3 decades. By using a novel “dissimilarity” measure we find that the interbank network shows a community structure that exactly mirrors the regional and sectoral organization of the actual Austrian banking system. The degree distribution of the interbank network shows two different power-law exponents that are one-to-one related to two sub-network structures, differing in the degree of hierarchical organization. The banking network moreover shares typical structural features known in numerous complex real world networks: a low clustering coefficient and a relatively short average shortest path length. These empirical findings are in marked contrast to interbank networks that have been analyzed in the theoretical economic and econo-physics literature.

Dissertation Abstracts

Investigating Credit Card Debt: The Rationality of Consumers and The Effect on Consumption

Tufan Ekici

My dissertation focuses on two critical issues in the United States’ credit card market: (1) the determinants and the rationality of credit card borrowing and (2) the extent to which household consumption can be accounted for by credit card debt.

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