Deep learning for anomaly detection in time-series data: Review, analysis, and guidelines

K Choi, J Yi, C Park, S Yoon - IEEE access, 2021 - ieeexplore.ieee.org
As industries become automated and connectivity technologies advance, a wide range of
systems continues to generate massive amounts of data. Many approaches have been …

[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 …

[BOOK][B] Applied econometrics

D Asteriou, SG Hall - 2021 - books.google.com
This trusted textbook returns in its 4th edition with even more exercises to help consolidate
understanding-and a companion website featuring additional materials, including a …

Impact of renewable energy consumption and financial development on CO2 emissions and economic growth in the MENA region: a panel vector autoregressive …

L Charfeddine, M Kahia - Renewable energy, 2019 - Elsevier
Unlike previous studies in the energy-environment literature, this study employed the panel
vector autoregressive (PVAR) model that was developed by Love and Zicchino [1] to …

Blockchain market and green finance: the enablers of carbon neutrality in China

M Qin, X Zhang, Y Li, RM Badarcea - Energy Economics, 2023 - Elsevier
This investigation explores whether the blockchain market and green finance are enablers
of carbon neutrality in China. We employ the time-varying parameter-stochastic volatility …

Can digital financial inclusion promote China's economic growth?

Y Liu, L Luan, W Wu, Z Zhang, Y Hsu - International Review of Financial …, 2021 - Elsevier
Can digital financial inclusion as an emerging and innovative financial service promote
economic growth? Based on a Bayesian macroeconomic analysis framework, this paper …

INFLATION AND ITS EFFECTS ON CONSUMER BEHAVIOR AND ECONOMIC POLICIES

Z Gafurdjan - QO 'QON UNIVERSITETI XABARNOMASI, 2024 - herald.kokanduni.uz
In Uzbekistan, inflation exerts a profound influence on consumer behavior and shapes the
country's economic policies. This article explores the unique dynamics of inflation in …

Dilemma not trilemma: the global financial cycle and monetary policy independence

H Rey - 2015 - nber.org
There is a global financial cycle in capital flows, asset prices and in credit growth. This cycle
co moves with the VIX, a measure of uncertainty and risk aversion of the markets. Asset …

On the network topology of variance decompositions: Measuring the connectedness of financial firms

FX Diebold, K Yılmaz - Journal of econometrics, 2014 - Elsevier
We propose several connectedness measures built from pieces of variance decompositions,
and we argue that they provide natural and insightful measures of connectedness. We also …

Macroeconomic shocks and their propagation

VA Ramey - Handbook of macroeconomics, 2016 - Elsevier
This chapter reviews and synthesizes our current understanding of the shocks that drive
economic fluctuations. The chapter begins with an illustration of the problem of identifying …