labdog.io

independent research — largely unpublished

signal withheld

Do abnormal patterns in options trading volume and open interest precede material price movements or public information events, suggesting the presence of informed trading?

this study investigates whether abnormal options trading activity contains predictive signals of information arrival prior to major market events.

Can models trained on synthetic VAD-annotated corpora achieve higher correlation with human-rated emotional intensity than lexicon-based baselines?

this study examines whether synthetic VAD-annotated data can enhance lexicon-based emotion representations for predicting emotional intensity and severity in text.

Can a “six-degrees-of-separation” model built from public Instagram interactions provide interpretable and reliable paths between accounts without access to private network data?

this research investigates whether publicly observable Instagram interactions can be used to model degrees of social separation between accounts when follower relationships are hidden by privacy settings.

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