Transmission of the Global Financial Crisis to the East Asian Equity Markets
Bibliographic record
Abstract
This paper investigates the transmission mechanism of the Global Financial Crisis originated in the United States to the East Asian equity markets, including the developed markets (Hong Kong, Japan and Singapore), emerging markets (Malaysia, Thailand and Taiwan) and frontier market (Vietnam). To test for the transmission, we employ the constant conditional correlation (CCC) and the dynamic conditional correlation (DCC) based on the MGARCH model to estimate the time-varying correlations between the United States and East Asian equity markets. Our empirical findings suggest that the Global Financial Crisis transmitted to these markets vary over time, particularly to Hong Kong and Singapore during the pre-crisis period, and to Japan and Vietnam during the crisis period. In addition, the results show that almost all the East Asian markets reveal higher correlations to other markets in the region than the United States even during the crisis period. Finally, the crisis is attributed to enhancing the correlations between the frontier market towards regional and global markets.
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How this classification was reachedexpand
Full frame distilled prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.
Codex and Gemma teacher scores by category
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.001 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.000 | 0.000 |
Machine scores (provisional)
The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.
Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.
score_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from itClassification
machine, unvalidatedMachine predicted; a candidate call from one teacher head, not a consensus.
How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".