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High frequency data is more sensitive to ____ across variables. As a result high frequency data tends to produce ____ correlation estimates.

June 9, 2018

High frequency data is more sensitive to asynchronism across variables. As a result high frequency data tends to produce lower correlation estimates.

Thus daily stock movements will be noisier than monthly stock movements which be more correlated with each other.

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