scispace - formally typeset
Open AccessPosted Content

The Granular Origins of Aggregate Fluctuations

Reads0
Chats0
TLDR
This article showed that idiosyncratic firm-level fluctuations can explain an important part of aggregate shocks, and provide a micro-foundation for aggregate productivity shocks, arguing that individual firm shocks average out in aggregate.
Abstract
This paper proposes that idiosyncratic firm-level fluctuations can explain an important part of aggregate shocks, and provide a microfoundation for aggregate productivity shocks. Existing research has focused on using aggregate shocks to explain business cycles, arguing that individual firm shocks average out in aggregate. I show that this argument breaks down if the distribution of firm sizes is fat-tailed, as documented empirically. The idiosyncratic movements of the largest 100 firms in the US appear to explain about one third of variations in output and the Solow residual. This "granular" hypothesis suggests new directions for macroeconomic research, in particular that macroeconomic questions can be clarified by looking at the behavior of large firms. This paper's ideas and analytical results may also be useful to think about the fluctuations of other economic aggregates, such as exports or the trade balance.

read more

Citations
More filters
Journal ArticleDOI

Identification of Structural VAR Models Via Independent Component Analysis: A Performance Evaluation Study

TL;DR: In this paper , independent component analysis (ICA) is applied to structural vector autoregressive (SVAR) models to recover the impact of independent structural shocks on the observed series from estimated residuals.
Journal ArticleDOI

Idiosyncratic and aggregate risks, inequality and growth

TL;DR: In this article, the authors disaggregated productivity shocks at a firm level into idiosyncratic and aggregate risks, and studied their impacts on inequality, growth and welfare, and developed a growth model with human capital and incomplete insurance and credit markets that provides a closed-form solution for income inequality dynamics.
Posted Content

Do Real Estate Values Boost Corporate Borrowing? Evidence from Contract-Level Data

TL;DR: In this paper, the authors show that real estate assets have a higher exposure to systematic risk than other corporate assets, and the wider this risk gap, the higher a firm's propensity to raise unsecured debt following an appreciation of its real estate.
Journal ArticleDOI

Dynamic Formation of Knowledge Networks and Innovating Firm

TL;DR: In this paper, a series of new facts about the very first firms and patents that form new edges in the directed citation networks across patent categories are discussed. And the authors build a dynamic formation model of knowledge network, where new citations form through both quality based preferential attachment, exact and mutated copying of parent patent's citations.
References
More filters
Journal ArticleDOI

Emergence of Scaling in Random Networks

TL;DR: A model based on these two ingredients reproduces the observed stationary scale-free distributions, which indicates that the development of large networks is governed by robust self-organizing phenomena that go beyond the particulars of the individual systems.
Book

The Government Printing Office

TL;DR: In this article, the official journals of government are produced at their 1.5 million square foot plant, the largest industrial facility in the District and significant issues of outdated plant and equipment.
Journal ArticleDOI

Time to build and aggregate fluctuations

TL;DR: In this article, a general equilibrium model is developed and fitted to U.S. quarterly data for the post-war period, with the assumption that more than one time period is required for the construction of new productive capital and the non-time-separable utility function that admits greater intertemporal substitution of leisure.
Book

Probability: Theory and Examples

TL;DR: In this paper, a comprehensive introduction to probability theory covering laws of large numbers, central limit theorem, random walks, martingales, Markov chains, ergodic theorems, and Brownian motion is presented.
Related Papers (5)