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, Vol. 89, p. 903-928 (Article in journal) Continue to DOI
Mahmood Ul Hassan, Frank Miller (2024) Optimal Calibration of Items for Multidimensional Achievement Tests Journal of educational measurement, Vol. 61, p. 274-302 (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