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Hire Gianmarco M.

Brazil

USD 100 /hr

Biostatistics · Statistical Modeling in R · Online Instructor · PhD Researcher

Profile Summary

I work at the intersection of biostatistics, data science, and education, building practical statistical workflows in R for real-world data problems. My background includes work as a Data Analyst and Research Assistant at institutions such as the Broad Institute of MIT and Harvard, the University of Helsinki, and the University of Milano-Bicocca, where I worked on large-scale genomic datasets and statistical bias caused by missing data. My research on participation bias and item nonresponse has been published in journals including Nature Human Behaviour and Nature Genetics. Alongside research, I enjoy teaching and building educational content. I have taught statistics courses and biostatistics seminars internationally, and I recently started publishing online courses on statistics and R. Currently pursuing a PhD in Mathematical, Computational and Natural Sciences, focusing on statistical and machine learning methods for missing data. 🌎 I’m currently working remotely while slow-traveling in South America. I’m open to teaching collaborations, educational projects, and data science work involving statistics and R.

Subject Matter Expertise

• ☆ Genetics
• ☆ Statistics
• ☆ Health Data Analysis
• ☆ R

Services

• Data & AI

Data & AI Statistical Analysis

Work Experience

Research Assistant

Università degli Studi di Milano-Bicocca Scuola di Economia e Statistica

- Present

Research Assistant

Massachusetts General Hospital

- Present

Research Assistant

Institute for Molecular Medicine Finland

September 2019 - Present

Education

PhD student

GCAS college

October 2024 - Present

Masters of Science

University of Milan - Bicocca - Italy

September 2016 - September 2019

Bachelors

University of Milan - Bicocca - Italy

September 2014 - September 2016

Certifications

• Certification details not provided.

Publications

JOURNAL ARTICLE

Gianmarco Mignogna, Caitlin E. Carey, Robbee Wedow, Nikolas Baya, Mattia Cordioli, Nicola Pirastu, Rino Bellocco, Kathryn Fiuza Malerbi, Michel G. Nivard, Benjamin M. Neale, et al. (2023). Patterns of item nonresponse behaviour to survey questionnaires are systematic and associated with genetic loci . Nature Human Behaviour.

Gianmarco Mignogna, Nicola Pirastu, Mattia Cordioli, Priyanka Nandakumar, Abdel Abdellaoui, Benjamin Hollis, Masahiro Kanai, Veera M. Rajagopal, Pietro Della Briotta Parolo, Nikolas Baya, et al.(2021). Genetic analyses identify widespread sex-differential participation bias . Nature Genetics. 53. (5). p. 663--671. Springer Science and Business Media {LLC}

PREPRINT

Gianmarco Mignogna, Caitlin E. Carey, Robbee Wedow, Nikolas Baya, Mattia Cordioli, Nicola Pirastu, Rino Bellocco, Michel G. Nivard, Benjamin M. Neale, Raymond K. Walters, et al. (2022). Patterns of item nonresponse behavior to survey questionnaires are systematic and have a genetic basis .