frami01

Frank Miller

Professor, Head of Unit

My research focuses on optimal experimental design, with applications in clinical trials, achievement tests, and active learning. I am particularly inspired by handling real-world challenges and creating designs tailored to meet specific needs.

Presentation

I am Professor in Statistics at Linköping University, where I work since 2022. Between 2013 and 2023, I was Associate Professor at Stockholm University. From 2003 to 2012, I applied and developed statistical methods in the pharmaceutical industry (at AstraZeneca in Södertälje, Sweden). I received my Ph.D. in 2002 from the University of Karlsruhe, Germany.

In my statistical research I focus on innovative methods needed in practice and feasible to implement. My research interests include:

  • Active machine learning,
  • adaptive and sequential designs,
  • biostatistics,
  • clinical trials,
  • design of achievement tests,
  • optimal experimental designs,
  • optimization algorithms.

Publications

2024

Frank Miller, Ellinor Fackle-Fornius (2024) Parallel Optimal Calibration of Mixed-Format Items for Achievement Tests Psychometrika (Article in journal) Continue to DOI
Mahmood Ul Hassan, Frank Miller (2024) Optimal Calibration of Items for Multidimensional Achievement Tests Journal of educational measurement (Article in journal) Continue to DOI

2023

Renata Eirini Tsirpitzi, Frank Miller, Carl-Fredrik Burman (2023) Robust optimal designs using a model misspecification term Metrika (Heidelberg), Vol. 86, p. 781-804 (Article in journal) Continue to DOI

About the division

Colleagues at STIMA

About the department