Calculate regressions and abnormal returns for large return datasets quickly
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Updated
Feb 16, 2024 - Julia
Calculate regressions and abnormal returns for large return datasets quickly
Bootstrapped skewness-adjusted t-test
Cross-country, cross-industry event study (CAPM AR/CAR) of 5 major macro events across 11 industries in UK/US/China markets. Tsinghua SEM project.
NLP-based textual similarity and sentiment analysis of ECB press conference speeches (1999–2024) using bigrams, Jaccard index, and tone measures, combined with event-study regressions and CAPM-based abnormal return estimation to evaluate communication impacts on financial markets
Benchmark-relative analysis of ASML abnormal returns using semiconductor, equity, FX, volatility, and rates drivers.
Event-study analysis of the 2022 Russia-Ukraine war across five global stock-market sectors (CAR, market-model OLS, bootstrap). Tsinghua course project.
This project analyses the effect of the acquisition announcement on the acquiring companies’ stock returns by computing abnormal and cumulative abnormal returns.
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