Local projections for applied economics
Ò Jordà - Annual Review of Economics, 2023 - annualreviews.org
The dynamic causal effect of an intervention on an outcome is of paramount interest to
applied macro-and microeconomics research. However, this question has been generally …
applied macro-and microeconomics research. However, this question has been generally …
Impact of climate risk materialization and ecological deterioration on house prices in Mar Menor, Spain
M Lamas Rodríguez, ML Garcia Lorenzo… - Scientific Reports, 2023 - nature.com
The frequency and severity of extreme events related to climate change have intensified
worldwide in the last decades. It is documented that increasing extreme rainfall and flooding …
worldwide in the last decades. It is documented that increasing extreme rainfall and flooding …
The Predictive Power of the Term Spread and Financial Variables for Economic Activity across Countries
MD Chinn, L Ferrara - 2024 - nber.org
In recent years, there has been renewed interest in the moments of the yield curve (or
alternatively, the term spread) as a predictor of future economic activity, defined as either …
alternatively, the term spread) as a predictor of future economic activity, defined as either …
Whatever it takes to understand a central banker: Embedding their words using neural networks
M Baumgärtner, J Zahner - 2023 - econstor.eu
Dictionary approaches are at the forefront of current techniques for quantifying central bank
communication. This paper proposes embeddings-a language model trained using machine …
communication. This paper proposes embeddings-a language model trained using machine …
Essays on Natural Language Processing and Central Banking.
J Zahner - 2021 - archiv.ub.uni-marburg.de
Humans generally interact, communicate, and form social structures using natural language.
Due to the high dimensionality of language, much of the wealth of information from these …
Due to the high dimensionality of language, much of the wealth of information from these …
Macroeconomic forecasting with text-based data
J Marcucci - Chapters, 2024 - ideas.repec.org
Bringing together the recent advances and innovative methods in macroeconomic
forecasting, this erudite Handbook outlines how to forecast, including following world events …
forecasting, this erudite Handbook outlines how to forecast, including following world events …
[PDF][PDF] Whatever it Takes to Understand a Central Banker–Embedding their Words Using Neural Networks.
J Zahner, M Baumgärtner - 2022 - econstor.eu
Over the last few decades, there has been an increase in the analysis and interpretation of
central bank communication (Blinder et al., 2008). This development was accelerated by the …
central bank communication (Blinder et al., 2008). This development was accelerated by the …
[PDF][PDF] The Predictive Power of the Term Spread and Financial Variables for Economic Activity across Countries
L FERRARA - 2024 - users.ssc.wisc.edu
In recent years, there has been renewed interest in the moments of the yield curve (or
alternatively, the term spread) as a predictor of future economic activity, defined as either …
alternatively, the term spread) as a predictor of future economic activity, defined as either …
Using Twitter News Sentiment Analysis to Forecast US GDP
JMP de Matos - 2024 - search.proquest.com
Sentimental analysis is an emerging subject which has been growing in popularity and
applicability with the growth in availability of accurate pre-trained machine learning models …
applicability with the growth in availability of accurate pre-trained machine learning models …
[PDF][PDF] Generalized ROC function and time-series probabilistic classification: Application to business cycle identification
We introduce the three-dimensional Generalized ROC (GROC) function, which extends the
conventional two-dimension components of the ROC function by incorporating threshold …
conventional two-dimension components of the ROC function by incorporating threshold …