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Timo Adam (M.Sc.)

Me

Research associate (PhD student)

Room: V9-126
Phone: +49 521 106-5103
E-mail: timo.adam@uni-bielefeld.de

Please visit me on Google scholar and Twitter!

Short CV

  • Since 06/2016: PhD student in the Statistics and Data Analysis Group
  • 10/2013-05/2016: Studies of Economics at Bielefeld University (M.Sc.)
  • 08/2014-07/2015: Year abroad at the University of Copenhagen, Denmark
  • 10/2010-09/2013: Studies of Economics at Bielefeld University (B.Sc.)

Research interests

  • Hidden Markov models
  • Nonparametric regression models

Publications & preprints

Talks & posters

  • "Nonparametric inference in hidden Markov models for time series of counts", 34th International Workshop on Statistical Modelling, Guimarães, Portugal, July 2019
  • "Statistical modeling of animal telemetry data at multiple temporal resolutions: hidden Markov models and extensions", 7th Nordic-Baltic Biometric Conference, Vilnius, Lithuania, June 2019
  • "Semi-parametric hidden Markov models for time series of counts", 5th DagStat, Munich, March 2019
  • "Joint modeling of multi-scale time series data using hierarchical hidden Markov models", 11th CMStatistics, Pisa, Italy, December 2018
  • "Semi-parametric hidden Markov models for discrete-valued time series", Workshop of the Centre for Statistics, Bielefeld, December 2018
  • "Statistical modeling of animal telemetry data: hidden Markov models and extensions", 1st International Lake Fish Telemetry Group Workshop, Czech Academy of Sciences, Ceske Budejovice, Czech Republic, November 2018
  • "Joint modeling of multi-scale animal movement data using hierarchical hidden Markov models - a practical introduction using R", Iowa State University, Ames, USA, September 2018
  • "Gradient boosting in generalized Markov-switching regression models", 23rd COMPSTAT, Iasi, Romania, August 2018
  • "Statistical boosting for Markov-switching distributional regression models", 33rd International Workshop on Statistical Modelling, Bristol, UK, July 2018
  • "Joint modeling of multi-scale animal movement data using hierarchical hidden Markov models", 6th International Statistical Ecology Conference, St Andrews, UK, July 2018
  • "Multi-scale modeling of animal telemetry data using hidden Markov models with hierarchical structures", Workshop of the Centre for Statistics, Bielefeld, June 2018
  • "Statistical boosting in Markov-switching generalized additive models for location, scale and shape", 10th CMStatistics, London, UK, December 2017
  • "Gradient boosting in Markov-switching generalized additive models for location, scale and shape", Workshop of the Centre for Statistics, Bielefeld, October 2017
  • "Multi-scale modeling of animal movement data using hierarchical hidden Markov models", 6th International Bio-Logging Science Symposium, Constance, September 2017
  • "Using hierarchical hidden Markov models for joint inference at multiple temporal scales", 32nd International Workshop on Statistical Modelling, Groningen, The Netherlands, July 2017
  • "Modeling animal telemetry data at multiple temporal scales", Workshop of the Centre for Statistics, Bielefeld, October 2016
  • "Nonparametric inference in generalized Markov-switching regression models", Workshop of the Centre for Statistics, Bielefeld, April 2016

Awards

  • "Travel scholarship" from the German Academic Exchange Service (DAAD) to attend the 7th Nordic-Baltic Biometric Conference, Vilnius, Lithuania, May 2019
  • "Best student presentation award", 6th International Statistical Ecology Conference, St Andrews, UK, July 2018

Teaching

Aktuelles

New paper (on HMMs)

Paper accepted at METRON on flexible estimation on HMMs for count data.

New paper (on (H)HMMs)

Paper accepted at Methods in Ecology and Evolution on hierarchical HMMs for multi-scale behavioural data.

New paper (on seals)

Paper accepted at Scientific Reports on interactions between grey seals and fishing vessels.

New paper (on match fixing)

Paper accepted at Statistical Modelling on match-fixing warning systems in football.

New paper (on sports betting)

Paper accepted at the Journal of Sports Economics on the drivers of betting volumes in the English Premier League.

New member of the group

Sina Mews has joined the group as a PhD student.

New paper (on sharks)

Paper accepted at Movement Ecology on foraging strategies of reef sharks.

New paper (on HMMs)

Paper accepted at Statistica Neerlandica on nonparametric inference in HMM-type models.

SFB

Roland is a PI within a new "Sonderforschungsbereich".

Karl Peter Grotemeyer Prize

Roland will be awarded the Karl Peter Grotemeyer Prize.