Al-Haschimi, Alexander; Apostolou, Apostolos; … - 2023
We develop a measure of overall financial risk in China by applying machine learning techniques to textual data. A pre … employ topical modelling based on an unsupervised machine learning algorithm to decompose financial risk into its thematic … the financial risk measure have a significant impact on macroeconomic and financial variables in China and abroad. …