Dr. Ronald Herrera

is working from home. 🏡

Angestellt, Epidemiologist at Bayer Pharmaceuticals. IMI projects: PIONEER and BigData@Heart, Bayer AG, Pharmaceuticals
Abschluss: Doctor of Philosophy (Ph.D.), Ludwig-Maximilians-Universität München
Berlin, Germany

Fähigkeiten und Kenntnisse

Real World Evidence
Electronic Health Records
Machine Learning
Biostatistics
Causal Inference
SAS
R
Epidemiology
Epidemiologie
Biostatistik
semiparametric models

Werdegang

Berufserfahrung von Ronald Herrera

  • Current 6 years and 3 months, since Mar 2020

    Epidemiologist at Bayer Pharmaceuticals. IMI projects: PIONEER and BigData@Heart

    Bayer AG, Pharmaceuticals

  • 1 year and 1 month, Feb 2019 - Feb 2020

    Postdoctoral Fellow in Pharmaceutical Sciences

    University of Montreal

    Researcher in biostatistical methods in pharmacoepidemiology. Development and the application of semiparametric and nonparametric causal inference methods in longitudinal observational studies and randomized trials. Epidemiologist in the application of sequence analysis and group-based trajectories methodologies on trajectories of healthcare using electronic health record of patients with respiratory diseases.

  • 1 year and 1 month, Jan 2018 - Jan 2019

    Epidemiologist

    University Hospital Munich

    Epidemiologist and Biostatistician in the study: "Association of haematological cancers and close proximity to mud pits (suspected areas) and to hydrocarbon production facilities. Geostatistical modelling of cancer events, sample size calculation. Georeference and QGIS programming.

  • 4 years, Jan 2014 - Dec 2017

    Biostatistician

    University Hospital Munich

    Teaching the introductory course in biostatistics for MSc. students in Occupational Health and Safety.

  • 2 years, Jan 2011 - Dec 2012

    Statistician

    Colombian Institute for Education Assessment (ICFES)

    I was a statistician at the Evaluation Unit, design experiments to optimize manual grading of Spanish exams, item response theory analysis, surveys and sample designs.

  • 6 months, Feb 2010 - Jul 2010

    Junior Instructor

    National University of Colombia-Bogotá

    Instructor of Statistics for bachelor students in Psychology and design of experiments for bachelor students in agronomics. 8 hours/week instructor and test grading.

Ausbildung von Ronald Herrera

  • 4 years and 1 month, Oct 2014 - Oct 2018

    Epidemiology and Public Health

    Ludwig-Maximilians-Universität München

    Biostatistics. Epidemiology. Causal Inference. Machine Learning.

  • 2 years and 1 month, Oct 2012 - Oct 2014

    Epidemiologie

    Ludwig-Maximilians-Universität München

    Environmental Epidemiology. Bayesian inference. Biostatistics

  • 2 years and 10 months, Jan 2010 - Oct 2012

    Statistics

    National University of Colombia

    Biostatistics Spatial statistics. Bayesian Inference.

  • 5 years and 6 months, Feb 2004 - Jul 2009

    Statistics

    National University of Colombia

    Biostatistics and Demography.

Sprachen

  • German

    B1-B2 (Gute Kenntnisse)

  • English

    C2 (Verhandlungssicher / Muttersprachlich)

  • Portuguese

    C1 (Fließend)

  • Spanish

    C2 (Verhandlungssicher / Muttersprachlich)

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