[HTML][HTML] Forecasting: theory and practice

F Petropoulos, D Apiletti, V Assimakopoulos… - International Journal of …, 2022 - Elsevier
Forecasting has always been at the forefront of decision making and planning. The
uncertainty that surrounds the future is both exciting and challenging, with individuals and …

The relationship between oil prices and exchange rates: Revisiting theory and evidence

J Beckmann, RL Czudaj, V Arora - Energy Economics, 2020 - Elsevier
This paper reviews existing theoretical and empirical research on the relationship between
oil prices and exchange rates. We start with theoretical transmission channels—which point …

Predicting stock returns in the presence of COVID-19 pandemic: The role of health news

AA Salisu, XV Vo - International Review of Financial Analysis, 2020 - Elsevier
This study derives its motivation from the current global pandemic, COVID-19, to evaluate
the relevance of health-news trends in the predictability of stock returns. We demonstrate …

Forecast evaluation for data scientists: common pitfalls and best practices

H Hewamalage, K Ackermann, C Bergmeir - Data Mining and Knowledge …, 2023 - Springer
Recent trends in the Machine Learning (ML) and in particular Deep Learning (DL) domains
have demonstrated that with the availability of massive amounts of time series, ML and DL …

Oil price shocks and exchange rate dynamics: Evidence from decomposed and partial connectedness measures for oil importing and exporting economies

I Chatziantoniou, AH Elsayed, D Gabauer, G Gozgor - Energy Economics, 2023 - Elsevier
This paper introduces a novel framework of partial connectedness measures to investigate
contagion dynamics between different types of oil price shocks and exchange rates. Oil price …

Can oil prices forecast exchange rates? An empirical analysis of the relationship between commodity prices and exchange rates

D Ferraro, K Rogoff, B Rossi - Journal of International Money and Finance, 2015 - Elsevier
We show the existence of a very short-term relationship at the daily frequency between
changes in the price of a country's major commodity export and changes in its nominal …

The share of systematic variation in bilateral exchange rates

A Verdelhan - The Journal of Finance, 2018 - Wiley Online Library
Sorting countries by their dollar currency betas produces a novel cross section of average
currency excess returns. A slope factor (long in high beta currencies and short in low beta …

Exchange rate reconnect

A Lilley, M Maggiori, B Neiman… - Review of Economics and …, 2022 - direct.mit.edu
It is surprisingly difficult to find economic variables that strongly comove with exchange rates,
a phenomenon codified in a large literature as “exchange rate disconnect.” We demonstrate …

When is foreign exchange intervention effective? Evidence from 33 countries

M Fratzscher, O Gloede, L Menkhoff, L Sarno… - American Economic …, 2019 - aeaweb.org
This paper examines foreign exchange intervention based on novel daily data covering 33
countries from 1995 to 2011. We find that intervention is widely used and an effective policy …

Testing oil price volatility during Covid-19: Global economic impact

L Chang, ZA Baloch, HB Saydaliev, M Hyder… - Resources Policy, 2022 - Elsevier
This paper is occasioned by the current events in the crude oil markets throughout the Covid
pandemic time. The study analyzes the evolving nature of crude oil cost unpredictability …