Yanling Li, Ph.D. Email & Phone Number

California, United States

State College, Pennsylvania, United States

- Collaborating with a team in Sage Bionetworks to analyze digital health data from the Researching COVID to Enhance Recovery (RECOVER) program- Implementing QA/QC checks, non-wear detection, missing data checks, etc.- Utilizing machine learning methods to harmonize data across wearable devices- Checking the concordance between clinically validated and digital symptoms

- Developed a Bayesian time series model to address the zero-inflation problem in forecasting substance use- Developed a tutorial on fitting hierarchical SEM models in Bayesian software programs (Stan, JAGS and Mplus)- Developed a multiple imputation strategy in the context of dynamic factor analysis to handle longitudinal missing data; focused on scenarios where missingness occurs in all individual items in a scale at a specific measurement occasion- Developed an open-source Python… Show more - Developed a Bayesian time series model to address the zero-inflation problem in forecasting substance use- Developed a tutorial on fitting hierarchical SEM models in Bayesian software programs (Stan, JAGS and Mplus)- Developed a multiple imputation strategy in the context of dynamic factor analysis to handle longitudinal missing data; focused on scenarios where missingness occurs in all individual items in a scale at a specific measurement occasion- Developed an open-source Python library, gps2space, to facilitate processing of GPS data as well as extraction of spatial measures such as distances from landmarks and activity space Show less

Beijing, China

- Performed data visualization for Children's syllable pronunciation data using ggplot2- Used R Markdown to facilitate data visualization

Beijing, China

- Collaborated with the team to conduct a large-scale study to estimate the market size of private education in China - Conducted market segmentation analysis by performing statistical analysis and data visualization in R, and communicated findings to the collaborators- Provided consulting support on sampling and survey designs

Doctor Of Philosophy - Phd, Human Development And Family Studies & Social Data Analytics

Master'S Degree, Statistics

Bachelor'S Degree, Statistics