Search Results - "Chu, Wanghuan"
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Geovisual Analytics Approach to Exploring Public Political Discourse on Twitter
Published in ISPRS international journal of geo-information (01-03-2015)“…We introduce spatial patterns of Tweets visualization (SPoTvis), a web-based geovisual analytics tool for exploring messages on Twitter (or "tweets") collected…”
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FEATURE SCREENING FOR TIME-VARYING COEFFICIENT MODELS WITH ULTRAHIGH-DIMENSIONAL LONGITUDINAL DATA
Published in The annals of applied statistics (01-06-2016)“…Motivated by an empirical analysis of the Childhood Asthma Management Project, CAMP, we introduce a new screening procedure for varying coefficient models with…”
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FEATURE SELECTION FOR GENERALIZED VARYING COEFFICIENT MIXED-EFFECT MODELS WITH APPLICATION TO OBESITY GWAS
Published in The annals of applied statistics (01-03-2020)“…Motivated by an empirical analysis of data from a genome-wide association study on obesity, measured by the body mass index (BMI), we propose a two-step…”
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Propensity score weighting for a continuous exposure with multilevel data
Published in Health services and outcomes research methodology (01-12-2016)“…Propensity score methods (e.g., matching, weighting, subclassification) provide a statistical approach for balancing dissimilar exposure groups on baseline…”
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Anhedonia: Its Dynamic Relations With Craving, Negative Affect, and Treatment During a Quit Smoking Attempt
Published in Nicotine & tobacco research (01-06-2017)“…Research shows that abstinence from tobacco leads to a withdrawal-related decrement in responsivity to nondrug rewards (ie, anhedonia). However, it remains…”
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Feature Screening for Ultra-High Dimensional Longitudinal Data
Published 01-01-2016“…High and ultrahigh dimensional data analysis is now receiving more and more attention in many scientific fields. Various variable selection methods have been…”
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Dissertation