Aggregated price index with volume information
- Chip Equipment stocks down 0.7% on average while median return down 0.4% in a day
- Chip Equipment stocks down 0.7% on average while median return down 1.3% in a week
- Chip Equipment stocks up 8.8% on average while median return up 7.5% in a month
- When average return is significantly different from median return, this implies an asymmetry - composite return is driven by some outliners.
Aggregated price index (close) is based on equal weighted constituencies returns. Average short volume and average total volumes are averaged across all volume data among constituencies.
- 1M winners are : Winners for past month are $LRCX 9.9%, $ASML 8.1%
- 1M losers are : Losers for past month are
- 1W winners are : Winners for past week are $ASML 2.7%
- 1W losers are : Losers for past week are $KLAC -1.8%, $LRCX -1.9%
Index correlation analysis
Correlation for the past month is 79.6%, for the past 3 months is 73.9%
In the past month for a 5 days rolling window, the highest corrrelation is 97.7%, the lowest correlation is 30.1%, the latest correlation is 65.7%
When a correlation deviated from the normal level and goes lower or even negative, it indicates some of stocks have deviated from the normal direction of the group. The deviation could reverse if long term level of correlation was at a higher level. It creates trading opportunities and deserves study whether the deviation is idiosyncratic or systematic.
Among pairwise correlation, the highest correlation is 93.4% between KLAC and LRCX
The lowest correlation is 62.2% between AMAT and TSM
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