Publications

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. Longitudinal data analysis using matrix completion. Under review, 2018.

Preprint PDF Code Project

. Google Street View image of a house predicts car accident risk of its resident. Under review, 2018.

Preprint PDF Project

. Estimating the effect size of surgery to improve walking in children with cerebral palsy from retrospective observational clinical data. In Scientific Reports, 2018.

PDF

. Automated human-level diagnosis of dysgraphia using a consumer tablet. In npj Digital medicine, 2018.

PDF

. Principal component analysis of periodically correlated functional time series. Journal of Time Series Analysis, 2017.

Preprint PDF Code Project

. Orchestration Load Indicators and Patterns: In-the-wild Studies Using Mobile Eye-tracking. IEEE Transactions on Learning Technologies, 2017.

. Estimation in functional lagged regression. Journal of time series analysis, 2015.

Preprint

. Translating head motion into attention-towards processing of student’s body-language. EDM, 2015.

Preprint

. MOOC video interaction patterns: What do they tell us?. Design for teaching and learning in a networked world, 2015.

Preprint

. How Do In-video Interactions Reflect Perceived Video Difficulty?. EMOOCs 2015, 2015.

Preprint

. Dynamic Functional Principal Component. In JRSSB, 2015.

Preprint PDF Code Project

. A note on estimation in Hilbertian linear models. Scandinavian journal of statistics, 2015.

Preprint