Publications
2024
Scholarly publications
van Wonderen, E., Zondervan-Zwijnenburg, M.
, & Klugkist, I. (2024).
Bayesian evidence synthesis as a flexible alternative to meta-analysis: A simulation study and empirical demonstration.
Behavior Research Methods. Advance online publication.
https://doi.org/10.3758/s13428-024-02350-2Soppe, K. F. B., Klugkist, I. G., Wubbels, T., & Wijngaards, L. (2024).
Determining fit: the role of matching procedures in prospective higher education students’ enrolment behaviour.
Journal of Higher Education Policy and Management,
46(2), 131-145.
https://doi.org/10.1080/1360080X.2023.2267201 2023
Scholarly publications
Klugkist, I., & Volker, T. B. (2023).
Bayesian evidence synthesis for informative hypotheses: An introduction.
Psychological Methods. Advance online publication.
https://doi.org/10.1037/met0000602 Ni, H., Koop, G., Klugkist, I., & Nielen, M. (2023).
Evaluation of Bayesian Hui-Walter and logistic regression latent class models to estimate diagnostic test characteristics with simulated data.
Preventive Veterinary Medicine,
217, Article 105972.
https://doi.org/10.1016/j.prevetmed.2023.105972 2022
Scholarly publications
Krypotos, A. M., Mertens, G., Klugkist, I., & Engelhard, I. M. (2022).
Preregistration: Definition, Advantages, Disadvantages, and How It Can Help Against Questionable Research Practices. In W. O'Donohue, A. Masuda, & S. Lilienfeld (Eds.),
Avoiding Questionable Research Practices in Applied Psychology (1 ed., pp. 343-357). Springer Nature Switzerland AG.
https://doi.org/10.1007/978-3-031-04968-2_15 Heck, D. W., Boehm, U., Böing-Messing, F., Bürkner, P.-C., Derks, K., Dienes, Z.
, Fu, Q., Gu, X., Karimova, D., Kiers, H. A. L.
, Klugkist, I., Kuiper, R. M., Lee, M. D., Leenders, R.
, Leplaa, H. J., Linde, M., Ly, A., Meijerink-Bosman, M.
, Moerbeek, M., ... Hoijtink, H. (2022).
A review of applications of the Bayes factor in psychological research.
Psychological Methods,
28(3), 558-579.
https://doi.org/10.1037/met00004542021
Scholarly publications
Matthijssen, S. J. M. A., Brouwers, T. C., van den Hout, M. A., Klugkist, I. G., & de Jongh, A. (2021).
A randomized controlled dismantling study of Visual Schema Displacement Therapy (VSDT) vs an abbreviated EMDR protocol vs a non-active control condition in individuals with disturbing memories.
European Journal of Psychotraumatology,
12(1), 1-11. Article 1883924.
https://doi.org/10.1080/20008198.2021.1883924 Ni, H., Klugkist, I., van der Drift, S., Jorritsma, R., Hooijer, G., & Nielen, M. (2021).
Expert opinion as priors for random effects in Bayesian prediction models: Subclinical ketosis in dairy cows as an example.
PLoS One,
16(1), Article e0244752.
https://doi.org/10.1371/journal.pone.0244752 Cremers, J.
, Pennings, H. J. M., Mainhard, T., & Klugkist, I. (2021).
Circular Modelling of Circumplex Measurements for Interpersonal Behavior.
Assessment,
28(2), 585-600.
https://doi.org/10.1177/10731911198584072020
Scholarly publications
Mulder, K.
, Klugkist, I., van Renswoude, D., & Visser, I. (2020).
Mixtures of peaked power Batschelet distributions for circular data with application to saccade directions.
Journal of Mathematical Psychology,
95, Article 102309.
https://doi.org/10.1016/j.jmp.2019.102309Mulder, K.
, Jongsma, P., & Klugkist, I. (2020).
Bayesian inference for mixtures of von Mises distributions using reversible jump MCMC sampler.
Journal of Statistical Computation and Simulation,
90(9), 1539-1556.
https://doi.org/10.1080/00949655.2020.1740997Aczel, B., Hoekstra, R., Gelman, A., Wagenmakers, E. J.
, Klugkist, I. G., Rouder, J. N., Vandekerckhove, J., Lee, M. D., Morey, R. D., Vanpaemel, W., Dienes, Z., & van Ravenzwaaij, D. (2020).
Discussion points for Bayesian inference.
Nature Human Behaviour,
4(6), 561-563.
https://doi.org/10.1038/s41562-019-0807-zhttps://dspace.library.uu.nl/bitstream/handle/1874/409681/s41562_019_0807_z.pdf?sequence=1van Grootel, L.
, Balachandran Nair, L., Klugkist, I., & van Wesel, F. (2020).
Quantitizing findings from qualitative studies for integration in mixed methods reviewing.
Research Synthesis Methods,
11(3), 413-425.
https://doi.org/10.1002/jrsm.1403Lauteslager, P. E. M.
, Volman, M. C. J. M., Lauteslager, T., Van den Heuvel, M. E., Jongerling, J.
, & Klugkist, I. G. (2020).
Basic Motor Skills of Children With Down Syndrome: Creating a Motor Growth Curve.
Pediatric physical therapy : the official publication of the Section on Pediatrics of the American Physical Therapy Association,
32(4), 375-380.
https://doi.org/10.1097/PEP.00000000000007432019
Scholarly publications
Soppe, K. F. B., Wubbels, T., Leplaa, H. J., Klugkist, I., & Wijngaards-de Meij, L. D. N. V. (2019).
Do they match? Prospective students’ experiences with choosing university programmes.
European Journal of Higher Education,
9(4), 359-376.
https://doi.org/10.1080/21568235.2019.1650088 Matthijssen, S. J. M. A., van Beerschoten, L. M., de Jongh, A.
, Klugkist, I. G., & van den Hout, M. A. (2019).
Effects of “Visual Schema Displacement Therapy” (VSDT), an abbreviated EMDR protocol and a control condition on emotionality and vividness of aversive memories: Two critical analogue studies.
Journal of Behavior Therapy and Experimental Psychiatry,
63, 48-56.
https://doi.org/10.1016/j.jbtep.2018.11.006 2018
Scholarly publications
Klugkist, I. G., Cremers, J., & Mulder, K. T. (2018). Bayesian Analysis of Circular Data in Social and Behavioural Sciences. In Applied Directional Statistics: Modern Methods and Case Studies (1st ed.). Taylor & Francis.
Groenwold, R. H. H., Shofty, I.
, Miočević, M., Van Smeden, M.
, & Klugkist, I. (2018).
Adjustment for unmeasured confounding through informative priors for the confounder-outcome relation.
BMC Medical Research Methodology,
18(1), Article 174.
https://doi.org/10.1186/s12874-018-0634-3 Rietbergen, C., Stefansdottir, G., Leufkens, H. G., Knol, M. J., De Bruin, M. L., & Klugkist, I. (2018).
Evidence Synthesis in Harm Assessment of Medicines Using the Example of Rosiglitazone and Myocardial Infarction.
Frontiers in Medicine,
4, Article 228.
https://doi.org/10.3389/fmed.2017.00228 Cremers, J., & Klugkist, I. (2018).
One Direction? A Tutorial for Circular Data Analysis Using R With Examples in Cognitive Psychology.
Frontiers in Psychology,
9, Article 2040.
https://doi.org/10.3389/fpsyg.2018.02040 Ni, H., Groenwold, R. H. H., Nielen, M., & Klugkist, I. (2018).
Prediction models for clustered data with informative priors for the random effects: a simulation study.
BMC Medical Research Methodology,
18(1), Article 83.
https://doi.org/10.1186/s12874-018-0543-5 Cremers, J., Mulder, K. T., & Klugkist, I. (2018).
Circular interpretation of regression coefficients.
British Journal of Mathematical and Statistical Psychology,
71(1), 75-95.
https://doi.org/10.1111/bmsp.12108 2017
Scholarly publications
Rietbergen, C., Debray, T. P. A.
, Klugkist, I., Janssen, K. J. M., & Moons, K. G. M. (2017).
Reporting of Bayesian analysis in epidemiologic research should become more transparent.
Journal of Clinical Epidemiology,
86, 51-58.e2.
https://doi.org/10.1016/j.jclinepi.2017.04.008 van den Hout, M., Gangemi, A., Mancini, F.
, Engelhard, I. M., Rijkeboer, M. M., van Dam, M.
, & Klugkist, I. (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, 307.
https://doi.org/10.1016/j.jbtep.2016.05.004https://dspace.library.uu.nl/bitstream/handle/1874/348224/Behavior.pdf?sequence=1 Other output
Krypotos, A. M., Klugkist, I. G., & Engelhard, I. M. (2017). Bayesian Hypothesis Testing for Fear Conditioning Research: An Introduction and the condir R Package. Poster session presented at APS, Boston, United States.
2016
Scholarly publications
van Schie, K., van Veen, S. C., Engelhard, I. M., Klugkist, I. G., & van den Hout, M. A. (2016).
Blurring emotional memories using eye movements: individual differences and speed of eye movements.
European Journal of Psychotraumatology,
7, Article 29476.
https://doi.org/10.3402/ejpt.v7.29476 Other output
Ni, H., Groenwold, R., Nielen, M., & Klugkist, I. G. (2016). ISCB2016 conference: Prediction models for future clustered data without removing the random intercept: A Bayesian approach.
Krypotos, A. M., Klugkist, I. G., & Engelhard, I. M. (2016). Bayesian Hypothesis Testing for Human Fear Conditioning Research: An introduction and an R package. Poster session presented at European Meeting on Human Fear Conditioning, Soesterberg, Netherlands.
van Schie, K., van Veen, S. C., Klugkist, I. G., Engelhard, I. M., & van den Hout, M. A. (2016). Het vervagen van emotionele herinnering door oogbewegingen: individuele verschillen en de snelheid van oogbewegingen. Paper presented at NtVP Congres, Lunteren, Netherlands.
van Schie, K., van Veen, S. C., Klugkist, I. G., Engelhard, I. M., & van den Hout, M. A. (2016). Individual differences in working memory capacity do not affect the blurring of aversive memories using eye movements. Paper presented at Metz Academic Meeting 2016, Metz, France.
2015
Scholarly publications
Ni, H., Klugkist, I. G., Rietbergen, C., Back, W., & Nielen, M. (2015). Including Variable Historical Information in the Analysis of Clinical Trials: an Application of Bayesian Power Prior Modelling. In SVEPM 2015 conference proceedings
Kuiper, R. M., Nederhoff, T.
, & Klugkist, I. (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), 220-245.
https://doi.org/10.1111/bmsp.12041 Ketelaar, J., Cremers, J., Mulder, K. T., & Klugkist, I. G. (2015). Statistiek op de cirkel. STAtOR, 3, 24-27.
2014
Scholarly publications
Klugkist, I., Post, L., Haarhuis, F.
, & van Wesel, F. (2014).
Confirmatory Methods, or Huge Samples, Are Required to Obtain Power for the Evaluation of Theories.
Open Journal of Statistics,
4, 710-725.
https://doi.org/10.4236/ojs.2014.49066 Baayen, C.
, & Klugkist, I. (2014).
Evaluating Order-Constrained Hypotheses for Circular Data From a Between-Within Subjects Design.
Psychological Methods,
19(3), 398-408.
https://doi.org/10.1037/a0037414Schmidt, A. F.
, Klugkist, I., Klungel, O. H., Nielen, M., de Boer, A., Hoes, A. W.
, & Groenwold, R. H. H. (2014).
Bayesian methods including nonrandomized study data increased the efficiency of postlaunch RCTs.
Journal of Clinical Epidemiology,
68(4), 387-396. Article 8758.
https://doi.org/10.1016/j.jclinepi.2014.11.015Rietbergen, C., Groenwold, R.
, Hoijtink, H., Moons, C.
, & Klugkist, I. (2014).
Expert Elicitation of Study Weights for Bayesian Analysis and Meta-Analysis.
Journal of Mixed Methods Research,
10(2), 168-181.
https://doi.org/10.1177/1558689814553850 Van Den Hout, M., Gangemi, A., Mancini, F.
, Engelhard, I. M., Rijkeboer, M. M., Van Dams, M.
, & Klugkist, I. (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), 489-495.
https://doi.org/10.1016/j.jbtep.2014.07.002 Professional publications
Rietbergen, C., Klugkist, I., & Groenwold, R. (2014). Kwantitatieve synthese van kennis. STAtOR, 15(2), 8-12.
Other output
van den Hout, M. A., Gangemi, A., Mancini, F., Engelhard, I. M., van Dam, M., & Klugkist, I. G. (2014). Behavior as information about threat in patients with anxiety disorders. Paper presented at Annual Congress of European Association for Behavrioural and Cognitive Therapies (EABCT), The Hague, Netherlands.
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), 122-126.
https://doi.org/10.20982/tqmp.08.2.p122Hartendorp, 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, 38-45.
http://www.sciencedirect.com/science/article/pii/S0001691811002071 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(2), 222-236.
https://doi.org/10.1111/j.2044-8317.2011.02018.x Van den Hout, M. A., Rijkeboer, M. M., Engelhard, I. M., Klugkist, I. G., Hornsveld, H., Toffolo, M. B. J., & Cath, D. C. (2012). Tones inferior to eye movement in the EMDR treatment of PTSD. Behaviour Research and Therapy, 50(5), 275-279.
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), 351-363.
https://doi.org/10.1080/00222895.2012.7095492011
Scholarly publications
Hamaker, E. L., & Klugkist, I. (2011). Bayesian estimation of multilevel models. In Handbook of Advanced Multilevel Analysis (pp. 137-161). Taylor and Francis AS.
Boelen, P. A., & Klugkist, I. (2011).
Cognitive behavioral variables mediate the associations of neuroticism and attachment insecurity with Prolonged Grief Disorder severity.
Anxiety, Stress and Coping,
24(3), 291-307.
https://doi.org/10.1080/10615806.2010.527335 Keizer, A., Smeets, M. A. M., Dijkerman, H. C., van den Hout, M., Klugkist, I., van Elburg, A., & Postma, A. (2011).
Tactile body image disturbance in anorexia nervosa.
Psychiatry Research,
190(1), 115-20.
https://doi.org/10.1016/j.psychres.2011.04.031 Van Wesel, F., Hoijtink, H. J. A., & Klugkist, I. G. (2011).
Choosing Priors for Constrained Analysis of Variance: Methods Based on Training Data.
Scandinavian Journal of Statistics,
38(4), 666-690.
https://doi.org/10.1111/j.1467-9469.2010.00719.x 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, 1515-1524.
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, 550-560.
https://doi.org/10.1177/0165025411425873 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), 848-855.
https://doi.org/10.1016/j.cct.2011.06.002 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). 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, 291-307.
2010
Scholarly publications
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, 666-690.
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(4), 887-906.
https://doi.org/10.1016/j.jspi.2009.09.022 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), 433-447.
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), 1-31.
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), 281-299.
Other output
Keizer, A., Smeets, M. A. M., Dijkerman, H. C., Van den Hout, M. A., Klugkist, I. G., van Elburg, A., & Postma, A. (2010). Body image disturbances in Anorexia Nervosa are multimodal. Poster session presented at EWIC 2010, Helsinki, Finland.
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, 353-372.
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), 530-546.
https://doi.org/10.1016/j.jmp.2009.09.003 Smeets, M. A. M., Klugkist, I. G., van Rooden, S., Anema, H. A., & Postma, A. (2009). Applying the Distance Comparison Task to distances on the body: towards a valid assessment of clinical disturbances in visual body image. Acta Psychologica, 132, 157-165.
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), 157-165.
2008
Scholarly publications
Hoijtink, H. J. A., Klugkist, I. G., & Boelen, P. A. (2008). Bayesian evaluation of informative hypotheses. Springer.
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). Springer.
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). 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). Springer.
Klugkist, I. G. (2008). Analysis of Variance (ANOVA). In P. J. Lavrakas (Ed.), Encyclopedia of Survey Research Methods SAGE.
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). Springer.
Other output
van der Molen, M. J., van Luit, J. E. H., Klugkist, I. G., van der Molen, M., & Jongmans, M. J. (2008). Language development in Dutch, Moroccan-Dutch, and Turkish-Dutch 3- to 6-year-olds: Interplay of input and ability. Paper presented at Paper presented to the Biennial conference of the International Society for Study of Behavior and Development, Würzburg, Germany.
van der Molen, M. J., van Luit, J. E. H., Klugkist, I. G., van der Molen, M., & Jongmans, M. J. (2008). Working memory remediation in adolescents with mild intellectual disabilities: its effect on memory, fluid intelligence, and scholastic abilities. Paper presented at Paper presented at the 7th European conference on Psychological Theory and Research on Mental Retardation and Cognitive Development Disabilities, Frankfurt am Main, Germany.
2007
Scholarly publications
Klugkist, I. G., & Hoijtink, H. J. A. (2007). The Bayes factor for inequality and about equality constrained models. Computational Statistics and Data Analysis, 51, 6367-6379.
Hoijtink, H. J. A., & Klugkist, I. G. (2007). Comparison of Hypothesis Testing and Bayesian Model Selection. Quality and Quantity, 41, 73-91.
2005
Scholarly publications
Klugkist, I. G., Laudy, O., & Hoijtink, H. J. A. (2005). Bayesian Eggs and Bayesian Omelettes. Psychological Methods, 10, 500-503.
Klugkist, I. G., Laudy, O., & Hoijtink, H. J. A. (2005). Inequality Constrained Analysis of Variance: A Bayesian approach. Psychological Methods, 10, 477-493.
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, 12-21.
1999
Scholarly publications
Schwarz, C., Dzakula, A., Vermeer, A., & Klugkist, I. G. (1999). Die Messung der Selbstwargenommenen Kompetenz von Kindern und Jugendlichen mit Cerebral-Parese. Motorik, 22, 64-72.
Baken, W. C.
, Vermeer, A., Nelissen, P. W. M.
, & Klugkist, I. G. (1999).
Informatievoorziening in de gehandicaptensport.
Bewegen & hulpverlening : praktijk, theorie en onderzoek,
16, 183-207.
https://dspace.library.uu.nl/bitstream/handle/1874/27942/Klugkist1.pdf?sequence=1Duijf, 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, 245-267.
https://dspace.library.uu.nl/bitstream/handle/1874/27940/Klugkist2.pdf?sequence=1