Welcome to my UU-webpage.

I am an assistant professor and my specializations are model selection, theory-based hypotheses, and cross-lagged relationships. Currently, I am specializing in multilevel continuous-time models which can facilitate extracting all the valuable information in Experience Sampling Method data [in which participants register their experiences (e.g., feelings or symptoms) multiple times a day for several consecutive days]. I received a VENI-grant (starting at December 2016), which enables me to extend current multilevel continuous-time models, such that they can model more practical situations, and also to develop hypotheses selection tools for such models.

I am working 10 years for Department of Methods and Statistics at University Utrecht. I am passionate about doing research in the field of (bio)statistics & psychometrics and of behavioural & social sciences, since there are a lot of statistical challenges I like to tackle and which in the end also contribute to society.

Under the tab CV you can download my CV and my publications can also be found under the tab Publications. Here you can find the post-prints of my first-author publications. Below you find the software I developed and which you can use (in turn for referring to my work in case of using it for a publication). Have fun and do not hesitate to contact me in case of questions.

**Software for ANOVA models** (Clarification)

This software can be used to compare group means. When you do not have hypotheses/expectations about the means on forehand, you should use Explanatory ANOVA. In case you do have, that is, you have theory-based hypotheses, then you should use Confirmatory ANOVA or the GORIC, where the GORIC can handle a broader range of hypotheses (i.e., all linear restrictions except for range restrictions).

**Software*** Exploratory and Confirmatory ANOVA*- Comparisons of Means (console)

- Comparisons of Means with Interface (gui)

*Related articles:*

*Kuiper & Hoijtink (2010)*

*and*

*Kuiper, Nederhoff, & Klugkist (2015)*

*.*

**Software*** Confirmatory ANOVA*- Confirmatory ANOVA (console)

- Confirmatory ANOVA with Interface (gui)

*Related article:*

*Kuiper and Klugkist, & Hoijtink (2010)*

*.*

**Software*** GORIC (modification AIC which can evaluate several types of order restrictions)*- GORIC_ANOVA (console)

- Additional Information on Simulation Study (pdf)

- GORIC_ANOVA_RHS=r (console)

*Related article:*

*Kuiper, Hoijtink, & Silvapulle (2011)*

*with*

*supplement*

*.*

** **

**Software for Multivariate Regression Models **(Clarification)

This software can be used to evaluate theory-based hypotheses / expectations you have on forehand regarding the regression coefficients in univariate and multivariate regression models.

*Software** GORIC (modification AIC which can evaluate several types of order restrictions)*- GORIC_Multivariate_Regression (console)

- GORIC_Multivariate_Regression with Interface (gui; beta-version)

- In addition, there is an R package available (with manual)

- GORIC_Multivariate_Regression in Small Samples (console)

*Related articles:*

*Kuiper, Hoijtink, & Silvapulle (2012)*

*,*

*Kuiper and Hoijtink (2013)*

*; R package:*

*Kuiper, Gerhard, & Hothorn (2014)*

*with*

*supplement*

*, and*

*http://cran.r-project.org/web/packages/goric/goric.pdf*

*.*

** **

**Software for Regression Models with Missing data** (Clarification)

This software can be used when you are interested in predictor selection in regression models via AIC(C) and you encountered missing data.

**Software*** AIC and AICC in the Presence of Missing Data for Predictor Selection with One Dependent Variable*- Predictor Selection In Missing Data (console)

*Related article:*

*Kuiper & Hoijtink (2011)*

*.*

** **

**Software for Combining Multiple Studies** (Clarification)

This software can be used when you have multiple studies regarding one concept and you want to combine the evidence from all these studies regarding your hypothesis that there is a positive or negative (or no) effect. For example, one might be interested in whether the effect of past on trust (conditional on other variables) is positive, negative or non-existing. Notably, this concept does not need to be modeled the same in all the studies since we combine evidence (not effects).

**Software*** *Combining Multiple Studies regarding the effect of one variable of interest.* *- Combining Studies

*Related article:*

*Kuiper, Raub, Buskens, & Hoijtink (2013)*

*with*

*Appendix*

*.*

*Psychological Methods*

*Psychological Methods*, 20 (1), (pp. 102–116) (15 p.).

*British Journal of Mathematical and Statistical Psychology*, 68 (2), (pp. 220-245) (26 p.).

*Statistics in Biopharmaceutical Research*, 6 (1), (pp. 55-66) (12 p.).

*Journal of Statistical Software*, 54, (pp. 1-19) (19 p.).

*Sociological Methods and Research*, 42 (1), (pp. 60-81) (22 p.).

*JGZ (Houten)*, 45, (pp. 104-105) (2 p.).

*Ageing Research Reviews*, 12, (pp. 329-338) (10 p.).

*Software for Combining Multiple Studies - Combining Multiple Studies regarding the effect of one variable of interest*.

*Journal of Statistical Planning and Inference*, 142, (pp. 2454-2463) (10 p.).

*Eindevaluatie VMBO in beweging*. (91 p.). Leiden: TNO Quality of Life.

*Evaluatie programma voorbeeldgedrag ouders: - Landelijk programma over voorbeeldgedrag van ouders aan hun kinderen op het gebied van voeding en bewegen.*. (23 p.). Leiden: TNO Quality of Life.

*An R package called goric: Generalized Order-Restricted Information Criterion - (in collaboration with dr. D. Gerhard)*.

*Software for Multivariate Regression Models - GORIC (modification AIC which can test several types of order restrictions)*.

*Model selection criteria : how to evaluate order restrictions*. (212 p.).

*Biometrika*, 98, (pp. 495-501) (7 p.).

*Statistica Neerlandica*, 65 (4), (pp. 489-506) (18 p.).

*Handbook of Advanced Multilevel Analysis*(pp. 231-255) (25 p.). New York: Taylor & Francis.

*Child adjustment in divorced families: Can we successfully intervene with Dutch 6- to 8-year-olds? Feasibility study Children of Divorce Intervention Program (CODIP) in the Netherlands.*. (33 p.). Leiden: TNO Quality of Life.

*Software for ANOVA models - Exploratory and Confirmatory ANOVA & GORIC*.

*Software for Regression Models with Missing data - AIC and AICC in the Presence of Missing Data for Predictor Selection with One Dependent Variable*.

*Journal of Statistical Software*, 34 (8), (pp. 1-31) (31 p.).

*Psychological Methods*, 15 (1), (pp. 69-86) (18 p.).

*Proceedings of the 25th International Workshop on Statistical Modelling*(pp. 303-306) (4 p.). Glasgow: University of Glasgow.

*A first hypothetical estimate of the Dutch burden of disease in relation to negative experiences during childhood*. (46 p.). Leiden: TNO Quality of Life.

*Bayesian Evaluation of Informative Hypothesis*(pp. 85-111) (373 p.). New York: Springer.

Gegenereerd op 2017-10-21 12:08:30

I am an assistant professor (i.e., reseracher and teacher) at the Department of Methodology & Statistics at the Utrecht University.

My first line of research is a continuation of my PhD-projects. In this line, I developed a hypothesis-evaluation technique called GORIC. This led to several first-author publications in prestigious journals such as Biometrika and Psychological Methods. Furthermore, I have been invited to give ten presentations, for instance, at the national university medical center VUMC and for universities in Hannover.

I collaborated with Professor Silvapulle (Australia) on two publications. As a result, researchers contacted me, and I have established a network with researchers from Hannover, Canterbury, and Hasselt. This has rendered joint papers and software in the biostatistical field.

The GORIC-research is not only continued via my network, but also extended with the PhD-student whom I supervise. The PhD-student and I collaborate with substantive researchers (e.g., Professor Oldehinkel) as well.

I also started in a second research line: modeling cross-lagged relationships. My first publication in this field is again one in a prestigious journal: Psychological Methods. Moreover, Utrecht University awarded me research time for working in this research area. Furthermore, I am participating in the local research group led by Dr. Hamaker on multilevel time series models. Additionally, I have established connections with Professor Tuerlinckx, Professor Borsboom, and Professor Wichers, and I am participating in the Dutch-Flemish network group Time Series and Network Dynamics, consisting of psychometricians, statisticians and ‘empirical’ researchers.

I aim to bring both research topics together such that researchers can model individually-varying cross-lagged relationships (with a multivariate multilevel continuous-time model) and evaluate their hypotheses regarding these relationships.

Here you can find the post-prints of my first-author publications.

**Teaching**

- Applied sociological regression analysis (2012 – present).
- Methods and statistics (1+2) for pre-master students (2012 – present).
- Methods and statistics II - Multivariate analysis for University College Utrecht (2008/09).
- Invited lecture about Confirmatory ANOVA for research master students (2008).
- Bayesian Statistics for IOPS Summer School (2008).

**Coordination**

- Make publicity for the Research master
*Methodology and Statistics for the Behavioural, Biomedical and Social Sciences*(2014 – present) - Course: Methods and statistics (1+2) for pre-master students (2013 – present)

**Supervision**

- Henk Jan Stevens, research master student (2014/15)
- Yasin Altinisik, PhD student (2014– present)
- Stijn Timmer, bachelor student (2014)
- Tim Nederhof, bachelor student (2010/11)

**Consulting**

Statistical and methodological consulting regarding theses of students (bachelor and master) and dissertations of PhD students and for staff at the Faculty of Social and Behavioral Sciences.

Padualaan 14

Room C109

3584 CH UTRECHT

The Netherlands

Phone number (direct) +31 30 253 9039

Phone number (department) +31 30 253 4438