prof. dr. Irene Klugkist
i.klugkist@uu.nl
Professor by Special Appointment
Social Sciences - Methodology & Statistics
Gegenereerd op 2017-09-22 04:53:42


Profile

Irene Klugkist is professor at Utrecht University and professor by special appointment at the University of Twente. Her research interests are Bayesian statistics, evaluation of inequality constrained (a.k.a. informative) hypotheses, accumulation of knowledge through the use of informative priors, and circular data analysis. She mainly teaches courses on multivariate statistics (bachelor, master and post-graduate) and Bayesian statistics (post-graduate).

Scientific expertise
Gegenereerd op 2017-09-22 04:53:42
All publications
  2017 - Scholarly publications
van den Hout, Marcel, Gangemi, Amelia, Mancini, Francesco, Engelhard, Iris M, Rijkeboer, Marleen M, van Dam, Marcel & Klugkist, Irene (2017). Erratum to "Behavior as information about threat in anxiety disorders: A comparison of patients with anxiety disorders and non-anxious controls [Journal of Behavior, Therapy and Experimental Psychiatry, 45, 489–495]. Journal of Behavior Therapy and Experimental Psychiatry, 54, (pp. 307).
  2016 - Scholarly publications
van Schie, K., van Veen, S.C., Engelhard, I.M., Klugkist, I.G. & van den Hout, M.A. (04.07.2016). Blurring emotional memories using eye movements - individual differences and speed of eye movements. European Journal of Psychotraumatology, 7 (9 p.). This paper is part of the Special Issue: Eye Movement Desensitization and Reprocessing therapy research..
  2015 - Scholarly publications
Ni, H., Klugkist, I.G., Rietbergen, C., Back, Willem & Nielen, M. (24.03.2015). Including Variable Historical Information in the Analysis of Clinical Trials: an Application of Bayesian Power Prior Modelling. SVEPM 2015 conference proceedings
Kuiper, Rebecca M., Nederhoff, Tim & Klugkist, Irene (01.05.2015). Properties of hypothesis testing techniques and (Bayesian) model selection for exploration-based and theory-based (order-restricted) hypotheses. British Journal of Mathematical and Statistical Psychology, 68 (2), (pp. 220-245) (26 p.).
Ketelaar, Jolien, Cremers, J., Mulder, K.T. & Klugkist, I.G. (2015). Statistiek op de cirkel. STAtOR, 3, (pp. 24-27).
  2014 - Scholarly publications
Schmidt, Amand F, Klugkist, Irene, Klungel, Olaf H, Nielen, Mirjam, de Boer, Anthonius, Hoes, Arno W & Groenwold, Rolf H H (28.11.2014). Bayesian methods including nonrandomized study data increased the efficiency of postlaunch RCTs. Journal of Clinical Epidemiology, 68 (4), (pp. 387-396) (10 p.). Copyright © 2015 Elsevier Inc. All rights reserved..
Van Den Hout, Marcel, Gangemi, Amelia, Mancini, Francesco, Engelhard, Iris M., Rijkeboer, Marleen M., Van Dams, Marcel & Klugkist, Irene (01.01.2014). Behavior as information about threat in anxiety disorders - A comparison of patients with anxiety disorders and non-anxious controls. Journal of Behavior Therapy and Experimental Psychiatry, 45 (4), (pp. 489-495) (7 p.).
Klugkist, Irene, Post, Laura, Haarhuis, Freek & van Wesel, Floryt (16.09.2014). Confirmatory Methods, or Huge Samples, Are Required to Obtain Power for the Evaluation of Theories. Open Journal of Statistics, 4, (pp. 710-725) (16 p.).
Baayen, Corine & Klugkist, Irene (2014). Evaluating Order-Constrained Hypotheses for Circular Data From a Between-Within Subjects Design. Psychological Methods, 19 (3), (pp. 398-408) (11 p.).
Rietbergen, Charlotte, Groenwold, Rolf, Hoijtink, Herbert, Moons, Carl & Klugkist, Irene (2014). Expert Elicitation of Study Weights for Bayesian Analysis and Meta-Analysis. Journal of Mixed Methods Research, 10 (2), (pp. 168-181) (13 p.).
  2014 - Professional publications
Rietbergen, Charlotte, Klugkist, Irene & Groenwold, Rolf (2014). Kwantitatieve synthese van kennis. STAtOR, 15 (2), (pp. 8-12) (5 p.).
  2012 - Scholarly publications
Béland, S., Klugkist, I.G., Raîche, G. & Magis, D. (2012). A short introduction into Bayesian evaluation of informative hypotheses as an alternative to exploratory comparisons of multiple group means. Tutorials in Quantitative Methods for Psychology, 8 (2), (pp. 122-126) (5 p.).
Baayen, C., Klugkist, I.G. & Mechsner, F. (2012). A test of order constrained hypotheses for circular data with applications to human movement science. Journal of Motor Behavior, 44 (5), (pp. 351-363) (12 p.).
De Leeuw, C. & Klugkist, I.G. (2012). Augmenting data with published results in Bayesian linear regression. Multivariate Behavioral Research, 47 (3), (pp. 369-391) (22 p.).
Klugkist, I.G., Bullens, J. & Postma, A. (2012). Evaluating Order Constrained Hypotheses for Circular Data using Permutation Tests. British Journal of Mathematical and Statistical Psychology, 65, (pp. 222-236) (14 p.).
Hartendorp, M.O., Van der Stigchel, S., Wagemans, J., Klugkist, I.G. & Postma, A. (2012). The activation of alternative response candidates: When do doubts kick in?. Acta Psychologica, 139, (pp. 38-45) (7 p.).
  2011 - Scholarly publications
Hamaker, E.L. & Klugkist, I.G. (2011). Bayesian estimation in multilevel modeling. In J.J. Hox & J.K. Roberts (Eds.), Handbook of Advanced Multilevel Analysis (pp. 137-161) (25 p.). New York: Taylor & Francis.
Boelen, P.A. & Klugkist, I.G. (2011). Cognitive behavioural variables mediate the associations of neuroticism and attachment insecurity with Prolonged Grief Disorder severity. Anxiety, Stress & Coping, 24, (pp. 291-307) (17 p.).
Klugkist, I.G., Van Wesel, F. & Bullens, J. (2011). Do we know what we test and do we test what we want to know?. International Journal of Behavioral Development, 35, (pp. 550-560) (11 p.).
Rietbergen, C., Klugkist, I.G., Janssen, K.J.M., Moons, K.G.M. & Hoijtink, H.J.A. (2011). Incorporation of historical data in the analysis of randomized therapeutic trials. Contemporary Clinical Trials, 2011 (32), (pp. 848-855) (8 p.).
Bullens, J., Klugkist, I.G. & Postma, A. (2011). The role of local and distal landmarks in the development of object location memory. Developmental Psychology, 47, (pp. 1515-1524) (10 p.).
  2010 - Scholarly publications
Kuiper, R.M., Klugkist, I.G. & Hoijtink, H.J.A. (2010). A Fortran 90 Program for Confirmatory Analysis of Variance. Journal of Statistical Software, 34 (8), (pp. 1-31) (31 p.).
Klugkist, I.G., Laudy, O. & Hoijtink, H.J.A. (2010). Bayesian Evaluation of Inequality and Equality Constrained Hypotheses for Contingency Tables. Psychological Methods, 15 (3), (pp. 281-299) (19 p.).
Van Wesel, F., Hoijtink, H.J.A. & Klugkist, I.G. (2010). Choosing priors for inequality constrained normal linear models: methods based on training samples. Scandinavian Journal of Statistics, 38, (pp. 666-690) (25 p.).
van der Molen, M.J., van Luit, J.E.H., van der Molen, M.W., Klugkist, I.G. & Jongmans, M.J. (2010). Effectiveness of a computerised working memory training in adolescents with mild to borderline intellectual disabilities. Journal of Intellectual Disability Research, 54 (5), (pp. 433-447) (15 p.).
Mulder, J., Hoijtink, H.J.A. & Klugkist, I.G. (2010). Equality and inequality constrained multivariate linear models: objective model selection using constrained posterior priors. Journal of Statistical Planning and Inference, 140, (pp. 887-906) (20 p.).
  2009 - Scholarly publications
Van den Hout, A.D.L. & Klugkist, I.G. (2009). Accounting for non-comliance in the analysis of randomized response data. Australian and New Zealand Journal of Statistics, 51, (pp. 353-372) (20 p.).
Mulder, J., Klugkist, I.G., Van de Schoot, R., Meeus, W.H.J., van Zalk, M.H.W. & Hoijtink, H.J.A. (2009). Bayesian model selection of informative hypotheses for repeated measurements. Journal of Mathematical Psychology, 53 (6), (pp. 530-546) (17 p.).
Smeets, M.A.M., Klugkist, I.G., van Rooden, S., Anema, H.A. & Postma, A. (2009). Mental body distance comparison: a tool for assessing clinical disturbances in visual body image. Acta Psychologica, 32 (2), (pp. 157-165) (9 p.).
Klugkist, I.G. & Hoijtink, H.J.A. (2009). Obtaining similar null distributions in the normal linear model using computational methods. Computational Statistics and Data Analysis, 53, (pp. 877-888) (12 p.).
  2008 - Scholarly publications
Hoijtink, H.J.A., Klugkist, I.G. & Boelen, P.A. (2008). An introduction to Bayesian evaluation of informative hypotheses. In H.J.A. Hoijtink, I.G Klugkist & P.A. Boelen (Eds.), Bayesian Evaluation of Informative Hypotheses (pp. 1-6) (6 p.). New York: Springer.
Klugkist, I.G. (2008). Analysis of Variance (ANOVA). In P.J. Lavrakas (Eds.), Encyclopedia of Survey Research Methods SAGE.
Klugkist, I.G. & Mulder, J. (2008). Bayesian Estimation for Inequality Constrained Analysis of Variance. In H.J.A. Hoijtink, I.G. Klugkist & P.A. Boelen (Eds.), Bayesian Evaluation of Informative Hypotheses (pp. 27-52) (26 p.). New York: Springer.
Hoijtink, H.J.A., Klugkist, I.G. & Boelen, P.A. (2008). Bayesian evaluation of informative hypotheses. (373 p.). New York: Springer.
Klugkist, I.G. (2008). Encompassing Prior Based Model Selection for Inequality Constrained Analysis of Variance. In H.J.A. Hoijtink, I.G. Klugkist & P.A. Boelen (Eds.), Bayesian Evaluation of Informative Hypotheses (pp. 53-84) (32 p.). New York: Springer.
Klugkist, I.G., Van Wesel, F., van Well, S.M. & Kolk, A.M. (2008). Inequality Constrained Analysis of Covariance. In H.J.A. Hoijtink, I.G. Klugkist & P.A. Boelen (Eds.), Bayesian Evaluation of Informative Hypotheses (pp. 211-226) (16 p.). New York: Springer.
  2007 - Scholarly publications
Hoijtink, H.J.A. & Klugkist, I.G. (2007). Comparison of Hypothesis Testing and Bayesian Model Selection. Quality and Quantity, 41, (pp. 73-91) (19 p.).
Klugkist, I.G. & Hoijtink, H.J.A. (2007). The Bayes factor for inequality and about equality constrained models. Computational Statistics and Data Analysis, 51, (pp. 6367-6379) (13 p.).
  2005 - Scholarly publications
Klugkist, I.G., Laudy, O. & Hoijtink, H.J.A. (2005). Bayesian Eggs and Bayesian Omelettes. Psychological Methods, 10, (pp. 500-503) (4 p.).
Klugkist, I.G., Kato, B.S. & Hoijtink, H.J.A. (2005). Bayesian Model Selection Using Encompassing Priors. Statistica Neerlandica, 59, (pp. 57-69) (13 p.).
Klugkist, I.G. & Hoijtink, H.J.A. (2005). Editorial introduction to the special issue on Bayesian model selection. Statistica Neerlandica, 59, (pp. 1-2) (2 p.).
Klugkist, I.G., Laudy, O. & Hoijtink, H.J.A. (2005). Inequality Constrained Analysis of Variance: A Bayesian approach. Psychological Methods, 10, (pp. 477-493) (17 p.).
  2000 - Professional publications
Lauteslager, P.E.M., Vermeer, A., Helders, P.J.M., 't Hart, H. & Klugkist, I.G. (2000). Het effect van fysiotherapie op de ontwikkeling van basis-motorische vaardigheden van kinderen met het syndroom van Down. Nederlands Tijdschrift voor Fysiotherapie, 110, (pp. 12-21) (10 p.).
  1999 - Scholarly publications
Duijf, M.J.W., Vermeer, A., De Wit, J.B.F. & Klugkist, I.G. (1999). ..... en wat vind jij van sport? Een onderzoek uitgevoerd bij mensen met een verstandelijke handicap. Bewegen & hulpverlening : praktijk, theorie en onderzoek, 16, (pp. 245-267) (23 p.).
Schwarz, C., Dzakula, A., Vermeer, A. & Klugkist, I.G. (1999). Die Messung der Selbstwargenommenen Kompetenz von Kindern und Jugendlichen mit Cerebral-Parese. Motorik, 22, (pp. 64-72) (9 p.).
Baken, W.C., Vermeer, A., Nelissen, P.W.M. & Klugkist, I.G. (1999). Informatievoorziening in de gehandicaptensport. Bewegen & hulpverlening : praktijk, theorie en onderzoek, 16, (pp. 183-207) (25 p.).
  0 - Other output
I.G. Klugkist () Bayes Pharma 2014
I.G. Klugkist () EAM conference
I.G. Klugkist () Updating Bayes Factors for Informative Hypotheses in Replication Studies
I.G. Klugkist () Updating Bayes Factors for Informative Hypotheses in Replication Studies
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Gegenereerd op 2017-09-22 04:53:42

Chair at Utrecht University: 
Methods and techniques for the social and behavioural sciences
Started October 2015
Inaugural lecture: February 10, 2017. Title: Small step or giant leap? Op de weg naar transparante (subjectieve) wetenschap ("towards transparent (subjective) science"). Full text

 

Chair at University of Twente:
Bayesian modelling using informative priors
Started January 2015

Key publications on the use of informative priors:

  1. Rietbergen, C., Groenwold, R.H.H., Hoijtink, H.J.A., Moons, K.G.M., Klugkist, I. (in press). Expert Elicitation of Study Weights for Bayesian Analysis and Meta-Analysis. Journal of Mixed Methods Research, DOI: 10.1177/1558689814553850.
  2. Rietbergen, C.,Klugkist, I., Janssen, K.J.M., Moons, K.G.M., Hoijtink, H. (2011). Incorporation of Historical Data in the Analysis of Randomized Therapeutic Trials. Contemporary Clinical Trials, 32, 848-855.

 VIDI project:
A different angle: new tools for circular data (website)
Started November 2013

Key publications on circular data analysis:

  1. Baayen, C.,Klugkist, I. (2014). Evaluating order-constrained hypotheses for circular data from a between-within subjects design. Psychological Methods, 19, 398-408.
  2. Klugkist, I., Bullens, J., Postma, A. (2012). Evaluating Order Constrained Hypotheses for Circular Data using Permutation Tests. British Journal of Mathematical and Statistical Psychology, 65, 222-236.


 

PhD-thesis:
Inequality Constrained Normal Linear Models
Defence: February 11th, 2005 - cum laude

Key publications on informative hypothesis:

  1. Klugkist, I. and Hoijtink, H. (2007). The Bayes Factor for Inequality and About Equality Constrained Models. Computational Statistics and Data Analysis, 51, 6367-6379.
  2. Klugkist, I., Laudy, O. and Hoijtink, H. (2005). Inequality Constrained Analysis Of Variance: A Bayesian Approach. Psychological Methods, 10, 477-493.

 

Book:

Hoijtink, H., Klugkist, I. and Boelen, P.A., eds. (2008). Bayesian Evaluation of Informative Hypotheses. New York: Springer.

 

PhD-students:

  1. Joris Mulder (December 3rd, 2010) - cum laude
  2. Floryt van Wesel (July 1st, 2011)
  3. Charlotte Rietbergen (February, 2016)
  4. Leonie van Grootel (2017)
  5. Haifang Ni (2018)
  6. Jolien Cremers (2018)
  7. Kees Mulder (2018)
  8. Fayette Klaassen (2019)
  9. Karlijn Soppe (2021)
  10. Marieke Westeneng den Otter (2021)
Gegenereerd op 2017-09-22 04:53:42
Additional functions and activities

Extra-ordinary professor 
Research Methodology, Measurement and Data Analysis, Behavioral sciences, Twente University

Gegenereerd op 2017-09-22 04:53:42
Full name
prof. dr. I.G. Klugkist Contact details
Sjoerd Groenmangebouw

Padualaan 14
Room C.117
3584 CH  UTRECHT
The Netherlands


Phone number (direct) +31 30 253 9236
Phone number (department) +31 30 253 4438
Postal address
Padualaan 14
3584 CH    UTRECHT
The Netherlands
Gegenereerd op 2017-09-22 04:53:42
Last updated 14.02.2017