Karin Klieber

Oesterreichische Nationalbank (OeNB)

SCHOLARLY PAPERS

6

DOWNLOADS

1,609

TOTAL CITATIONS

2

Scholarly Papers (6)

1.

From Reactive to Proactive Volatility Modeling with Hemisphere Neural Networks

Number of pages: 57 Posted: 29 Nov 2023 Last Revised: 23 Apr 2024
Université du Québec à Montréal - Département des Sciences Économiques, University of Quebec at Montreal (UQAM) - Department of Economics and Oesterreichische Nationalbank (OeNB)
Downloads 531 (112,846)
Citation 2

Abstract:

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neural networks, uncertainty, density forecasting, macroeconomics, maximum likelihood

2.

Dual Interpretation of Machine Learning Forecasts

Number of pages: 58 Posted: 22 Nov 2024 Last Revised: 26 Nov 2024
Université du Québec à Montréal - Département des Sciences Économiques, Brain and Oesterreichische Nationalbank (OeNB)
Downloads 415 (152,321)

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Interpretability, Machine Learning, Econometrics, Duality, Time Series

3.

Maximally Forward-Looking Core Inflation

Number of pages: 49 Posted: 16 Mar 2024 Last Revised: 18 Mar 2024
Université du Québec à Montréal - Département des Sciences Économiques, Oesterreichische Nationalbank (OeNB), University of Quebec at Montreal (UQAM) - Department of Economics and Brain
Downloads 248 (262,818)

Abstract:

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inflation, machine learning, forecasting, aggregation

4.

An Adaptive Moving Average for Macroeconomic Monitoring

Number of pages: 39 Posted: 19 Dec 2024
Philippe Goulet Coulombe and Karin Klieber
Université du Québec à Montréal - Département des Sciences Économiques and Oesterreichische Nationalbank (OeNB)
Downloads 225 (292,726)

Abstract:

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moving average, time series, smoothing, forecasting, nowcasting, inflation,

5.

Non-Linear Dimension Reduction in Factor-Augmented Vector Autoregressions

Number of pages: 30 Posted: 06 Feb 2023
Karin Klieber
Oesterreichische Nationalbank (OeNB)
Downloads 142 (435,125)

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Dimension reduction, machine learning, non-linear factor-augmented vector autoregression, monetary policy shock, uncertainty shock, impulse response analysis, COVID-19

6.

Asymmetries in International Financial Spillovers

Number of pages: 30 Posted: 13 Dec 2024
University of Salzburg, Oesterreichische Nationalbank (OeNB), Bocconi University - Department of Economics, Joint Research Centre, Italy and WU Wien
Downloads 48 (848,788)

Abstract:

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Financial shocks, Bayesian nonlinear VAR, multi-country models, international business cycle dynamics