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SEC Follow Up Exhibits Part C SEC_OEA_FCIC_001760-2501

SEC Follow Up Exhibits Part C SEC_OEA_FCIC_001760-2501

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Appendix 1: Calculation of Volatility Metric<br />

This Appendix presents the calculation of the volatility metric that isolates the<br />

contribution of each half-hour period to total volatility, while controlling for total<br />

volatility. In particular, for each half-hour period each day, we computed the normalized<br />

contribution to variance by calculating the squared return, dividing it by the sum of<br />

squared returns for that day, and multiplying by 13:<br />

C<br />

R<br />

2<br />

i<br />

i = 13×<br />

13<br />

2<br />

∑ R j<br />

j−1<br />

where Ri represents the market return in period i, and the sum of squared returns is taken<br />

across the 13 half-hour periods between 9:30 and 4:00. The ratio is multiplied by 13 so<br />

that the contribution is normalized to one. So, for example, on a day when realized<br />

volatility is constant and the squared return is exactly the same in each half-hour period,<br />

each period would contribute exactly 1/13 to the total sum of squares, and the normalized<br />

contribution would be constant at one. After computing the normalized contribution each<br />

half hour of each day, these contributions are aggregated by computing the mean<br />

contribution for a given half-hour interval across days.<br />

14<br />

DRAFT: Produced by <strong>OEA</strong><br />

<strong>SEC</strong>_<strong>OEA</strong>_<strong>FCIC</strong>_001815

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