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of 256
pro vyhledávání: '"Jeremy M. Piger"'
Publikováno v:
Macroeconomic Dynamics. 25:1937-1965
We develop an N-regime Markov-switching model in which the latent state variable driving the regime switching is endogenously determined with the model disturbance term. The models structure captures a wide variety of patterns of endogeneity and yiel
Autor:
Jeremy M. Piger, Andrea Giusto
Publikováno v:
International Journal of Forecasting. 33:174-184
We propose a simple machine-learning algorithm known as Learning Vector Quantization (LVQ) for the purpose of identifying new U.S. business cycle turning points quickly in real time. LVQ is used widely for real-time statistical classification in many
Autor:
Jeremy M. Piger
Publikováno v:
Macroeconomic Forecasting in the Era of Big Data ISBN: 9783030311490
Economic time-series data is commonly categorized into a discrete number of persistent regimes. I survey a variety of approaches for real-time prediction of these regimes and the turning points between them, where these predictions are formed in a da
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::1e0df1d480cbf32cd50c171345562989
https://doi.org/10.1007/978-3-030-31150-6_18
https://doi.org/10.1007/978-3-030-31150-6_18
Autor:
Jeremy M. Piger, Adam Check
Publikováno v:
SSRN Electronic Journal.
We investigate the evidence for structural breaks in the parameters of autoregressive models of U.S. post-war macroeconomic time series. There is substantial model uncertainty associated with such models, including uncertainty related to lag selectio
Publikováno v:
Journal of Money, Credit and Banking. 47:847-866
A large literature studies the information contained in national-level economic indicators, such as nancial and aggregate economic activity variables, for forecasting U.S. business cycle phases (expansions and recessions.) In this paper, we investiga
Publikováno v:
Journal of International Economics. 94:239-247
It has long been recognized that business cycle comovement is greater between countries that trade intensively with one another. Surprisingly, no one has previously examined the relationship between trade intensity and comovement of shocks to the tre
Autor:
Bruce A. Blonigen, Jeremy M. Piger
Publikováno v:
Canadian Journal of Economics/Revue canadienne d'économique. 47:775-812
Autor:
Marcelle Chauvet, Jeremy M. Piger
Publikováno v:
The Manchester School. 81:16-42
The Great Recession of 2007-2009 has not only caused a large wealth loss, it was also followed by a sluggish subsequent recovery. Two years after officially emerging from the recession, the economy was still growing at a low pace and payroll employme
Autor:
James Morley, Jeremy M. Piger
Publikováno v:
Review of Economics and Statistics. 94:208-221
The business cycle is a fundamental yet elusive concept in macroeconomics. In this paper, we consider the problem of measuring the business cycle. First, we argue for the output-gap view that the business cycle corresponds to transitory deviations in