Research Associate Resume
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West Hartford, CT
SUMMARY
- I’m a seasoned statistician wif expertise in complex causal modeling designs and analyses, wif particular application in analyses comparing effectiveness of interventions and treatments and health disparities research questions.
- I has been initiated in causal modeling who is still mentoring me, and has applied a range of analytical approaches to health related data from projects dealing wif various risk behaviors. I learned emotional communication
- I applied to study media addiction and later emotional barriers and motivators of first time and other health behaviors.
- I specialized in longitudinal latent variable modeling, like latent growth and its more advanced relative latent change score models, evaluation of intervention effects and Comparative Effectiveness (propensity score matching
- Complier average causal effects ), complex issues of measurement (scales vs. indices, dichotomous indicators, recalibration over time), mixture analysis
- Power analysis for complex designs (e.g. hierarchical structure, survival growth models), and simple and complex mediation analyses (causal mediation and moderated mediation, dynamic exploratory/confirmatory mediation analysis), mixed designs (clustering and multilevel)
- Longitudinal designs and dynamical modeling, models wif feedback loops, social network analysis.
- I developed an innovative curriculum for teaching introductory and advanced statistics and research methods using a visual approach based on causal modeling and latent variables.
