Macroeconomic nowcasting and forecasting with big data

B Bok, D Caratelli, D Giannone… - Annual Review of …, 2018 - annualreviews.org
Data, data, data…. Economists know their importance well, especially when it comes to
monitoring macroeconomic conditions—the basis for making informed economic and policy …

Weather-adjusting economic data

M Boldin, JH Wright - Brookings Papers on Economic Activity, 2015 - muse.jhu.edu
This paper proposes and implements a statistical methodology for adjusting employment
data for the effects of deviations in weather from seasonal norms. This is distinct from …

[HTML][HTML] Lingering residual seasonality in GDP growth

KG Lunsford - Economic Commentary, 2017 - clevelandfed.org
Measuring economic growth is complicated by seasonality, the regular fluctuation in
economic activity that depends on the season of the year. The Bureau of Economic Analysis …

A diagnostic for seasonality based upon polynomial roots of ARMA models

T McElroy - Journal of Official Statistics, 2021 - journals.sagepub.com
Methodology for seasonality diagnostics is extremely important for statistical agencies,
because such tools are necessary for making decisions whether to seasonally adjust a …

Seasonal adjustment of NIPA data

JH Wright - 2018 - nber.org
In the 2018 comprehensive update of the national income and product accounts, the Bureau
of Economic Analysis released not seasonally adjusted data, and modified its seasonal …

Common factors, trends, and cycles in large datasets

M Barigozzi, M Luciani - arXiv preprint arXiv:1709.01445, 2017 - arxiv.org
This paper considers a non-stationary dynamic factor model for large datasets to
disentangle long-run from short-run co-movements. We first propose a new Quasi Maximum …

Seasonal adjustment subject to accounting constraints

T McElroy - Statistica Neerlandica, 2018 - Wiley Online Library
The indirect seasonal adjustment obtained by aggregating component seasonal
adjustments may be inadequate, whereas the direct adjustment of the aggregate can …

[HTML][HTML] Another look at residual seasonality in GDP

P Lengermann, N Morin, A Paciorek, E Pinto, C Sahm - 2017 - federalreserve.gov
According to the Bureau of Economic Analysis, real GDP rose at an annual rate of 1.2
percent in the first quarter of this year, a step down from the 2.3 percent pace in the second …

[PDF][PDF] Measuring US aggregate output and output gap using large datasets

M Barigozzi, M Luciani - 2018 - nottingham.ac.uk
We propose new measures of US aggregate output and output gap computed by means of a
Non-Stationary Dynamic Factor model estimated on a large dataset of macroeconomic …

[HTML][HTML] Residual seasonality in gdp growth remains after latest bea improvements

V Consolvo, KG Lunsford - Economic Commentary, 2019 - clevelandfed.org
Measuring economic growth is complicated by seasonality, the regular fluctuation in
economic activity that depends on the season of the year. The BEA uses statistical …