Aggregated price index with volume information
Summary:
- Semiconductors stocks up 1.8% on average while median return up 1.9% in a day
- Semiconductors stocks down 1.8% on average while median return down 2.0% in a week
- Semiconductors stocks up 0.4% on average while median return up 0.5% 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 $SITM 21.6%, $AOSL 16.5%, $ENPH 15.9%, $SOL 14.1%, $NEOV 13.8%
- 1M losers are : Losers for past month are $HIMX -14.1%, $STM -14.6%, $ALGM -15.1%, $MU -23.1%, $MXL -37.5%
- 1W winners are : Winners for past week are $ENPH 13.2%, $NEOV 10.6%, $SLAB 9.1%, $SEDG 7.3%, $ARRY 6.7%
- 1W losers are : Losers for past week are $AMD -7.6%, $CAN -12.4%, $STM -14.9%, $ALGM -16.1%, $MXL -46.6%
Correlation Analysis
Index correlation analysis
Correlation for the past month is 37.7%, for the past 3 months is 27.4%
In the past month for a 5 days rolling window, the highest corrrelation is 63.7%, the lowest correlation is 9.7%, the latest correlation is 56.0%
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 89.1% between ADI and MCHP
The lowest correlation is -28.9% between CRUS and ENPH
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