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@martinwiegand
Senior Research Fellow specializing in statistical methodology and analysis.
I am a dedicated Senior Research Fellow at University College London, where I focus on the statistical analysis of trial data, particularly in critical care settings. My work with the CHIMERA group investigates conservative oxygenation strategies in critically ill children, emphasizing the importance of diverse ethnic backgrounds and lung functions. I also provide statistical expertise to various organizations, advising on methodology, trial design, and funding suitability.
Previously, I served as a Research Fellow at the London School of Hygiene and Tropical Medicine, where I explored the effects of social media misinformation on public health attitudes. My experience as a Research Associate at the MRC Biostatistics Unit at the University of Cambridge allowed me to develop predictive models for COVID-19 outcomes, showcasing my ability to adapt to evolving research needs. My academic journey includes a PhD in Statistics from the University of Manchester, where I focused on distribution theory and its applications.
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Work history, roles, and key accomplishments
University College London
Jan 2023 - Present (2 years 10 months)
Working with a multidisciplinary group, I investigated the effect of conservative oxygenation strategies in critically ill children of different ethnicities and lung functions using trial data. I also provided statistical methodology advice, trial design, sample sizes, and suitability of funding streams to clients as a quantitative expert and general advisor.
London School of Hygiene and Tropical Medicine
Jan 2022 - Present (3 years 10 months)
In an experiment, I exposed survey participants to social media misinformation to determine the impact of false narratives on Covid-19 vaccine hesitancy, attitudes towards climate change, and democratic political values. This involved analyzing participant responses and drawing conclusions on the influence of online misinformation.
MRC Biostatistics Unit, University of Cambridge
Jan 2020 - Present (5 years 10 months)
My initial project focused on improving statistical methodology to predict delirium onset in critical care patients. With the pandemic, my responsibilities shifted to collaborating with clinical staff to generate and verify medical hypotheses and developing dynamic predictive models for COVID-19 patient outcomes.
ZHAW Winterthur
Jan 2017 - Present (8 years 10 months)
As a Doctoral Researcher, I worked as a Research Assistant with the Economics and Risk Management group. My collaborative project focused on estimating option prices during my PhD studies.
Degrees, certifications, and relevant coursework
PhD in Statistics, Statistics
2016 - 2019
Undertook doctoral research with the 'Extreme Value Theory and Distribution Theory' group. Thesis focused on 'Advances in the Applications of Distribution Theory: Improvements on Rank-Size Distributions and in Signal Processing'.
Master of Science, Mathematics
2014 - 2016
Completed a Master's degree in Mathematics with a focus on statistics and computational statistics. Applied these skills in economics and medical sciences, culminating in a thesis on 'High Quantile Risk Estimation' in collaboration with Deutsche Börse AG.
Bachelor of Science, Mathematics
2011 - 2014
Obtained a Bachelor's degree in Mathematics, specializing in numerical mathematics. Thesis work involved 'Formulations of the acoustic Wave Equation'.
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