プロフィール詳細

プロジェクトを作成

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Gianmarco M.に依頼

Brazil

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

プロフィール概要

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.

専門分野

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

サービス

• Data & AI

Data & AI Statistical Analysis

職務経験

Research Assistant

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

- 現在

Research Assistant

Massachusetts General Hospital

- 現在

Research Assistant

Institute for Molecular Medicine Finland

9月 2019 - 現在

学歴

PhD student

GCAS college

10月 2024 - 現在

Masters of Science

University of Milan - Bicocca - Italy

9月 2016 - 9月 2019

Bachelors

University of Milan - Bicocca - Italy

9月 2014 - 9月 2016

認定資格

• 認定資格の詳細は未入力です。

出版物

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). Microsoft.AspNetCore.Mvc.Localization.LocalizedHtmlString 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 .