Governance for Inclusive growth

M Ivanyna, A Salerno - 2021 - books.google.com
The government's ability to deliver inclusive growth crucially depends on the quality of
governance. This paper reviews the linkages between governance and inclusive growth …

When are Google data useful to nowcast GDP? An approach via preselection and shrinkage

L Ferrara, A Simoni - Journal of Business & Economic Statistics, 2023 - Taylor & Francis
Alternative datasets are widely used for macroeconomic nowcasting together with machine
learning–based tools. The latter are often applied without a complete picture of their …

Nowcasting GDP growth in a small open economy

M Marcellino, V Sivec - National Institute Economic Review, 2021 - cambridge.org
Nowcasting, that is, forecasting the current economic conditions, is a key ingredient for
decision making, but it is complex, even more so for a small open economy, due to the …

[PDF][PDF] Massive data analytics for macroeconomic nowcasting

P Cheng, L Ferrara, A Froidevaux… - Data Science for …, 2021 - library.oapen.org
Nowcasting macroeconomic aggregates have proved extremely useful for policy-makers or
financial investors, in order to get real-time, reliable information to monitor a given economy …

A nowcasting approach to generate timely estimates of Mexican economic activity: An application to the period of COVID-19

F Corona, G González-Farías… - arXiv preprint arXiv …, 2021 - arxiv.org
In this paper, we present a new approach based on dynamic factor models (DFMs) to
perform nowcasts for the percentage annual variation of the Mexican Global Economic …

Investigating the predictive ability of ONS big data‐based indicators

G Kapetanios, F Papailias - Journal of Forecasting, 2022 - Wiley Online Library
This paper investigates the predictive ability of a brand new dataset that is based on big
unstructured data published by the UK Office for National Statistics as “Faster Indicators of …

A Theory-based Lasso for time-series data

A Ahrens, C Aitken, J Ditzen, E Ersoy, D Kohns… - Data Science for …, 2021 - Springer
We present two new lasso estimators, the HAC-lasso and AC-lasso, that are suitable for time-
series applications. The estimators are variations of the theory-based or 'rigorous' lasso of …

Seismonomics: Listening to the heartbeat of the economy

L Tiozzo Pezzoli, E Tosetti - Journal of the Royal Statistical …, 2022 - academic.oup.com
Seismometers continuously record a wide range of ground vibrations that are not
necessarily related to earthquake activity, but are rather caused by human activity such as …

Nowcasting industrial production using uncoventional data sources

P Fornaro - 2020 - econstor.eu
In this work, we rely on unconventional data sources to nowcast the year-on-year growth
rate of Finnish indus-trial production, for different industries. As predictors, we use real-time …

[PDF][PDF] Essays on Education Economics and Applied Data Science

GD Palacios Diaz - 2024 - dash.harvard.edu
This dissertation comprises three chapters. The first two address issues within the education
system, focusing on strategies to attract and retain high-quality teachers in the public sector …