Projects

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PROJECTS

Rens’s research arranged by topic

On this page you can find more information about the projects Rens is working on.

Note that we are still updating information about the sub-projects.





Small Samples


by
Lena Tichem


Researchers often have difficulties collecting enough data to obtain statistical power: when target groups are small (e.g., children with severe burn injuries), hard to access (e.g., infants of drug-dependent mothers), or measuring the participants requires prohibitive costs (e.g., measuring phonological difficulties of babies). Such obstacles to collecting data usually leads to a limited data set. Researchers can overcome this through simplifying their hypotheses and statistical models. However, this strategy is undesirable since the intended research question cannot be answered in this way.
Core Project, Mariëlle, Milica, Projects, Sanne






Expert Data (Dis)agreement


by
admin


Elicitation is the process of extracting knowledge about the parameters in the statistical model. This information can then be used to provide input for the prior distribution needed for Bayesian analysis. Several methods of prior elicitation are used in practice including the use of experts.
Core Project, Duco, Kimberley, Mariëlle, Milica, Projects






Longitudinal Modeling


Fieke, Inge, Longitudinal Modeling, Marije, Marthe, Projects, Sanne, …

Typical for developmental psychology are models that capture change over time, such as latent growth (mixture) models and to a lesser extent cross-lagged panel models too. Such models have typically been applied aiming to capture change over time in individuals.

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Multilevel


Projectpage, Projects, Smaller Project

Individuals can be conceptualized as a hierarchical system of individuals nested within groups. Such systems can be observed at different ‘levels’, and variables explaining differences between individuals and/or groups may be defined at each level. This leads to research generally referred to as ‘multilevel research’.

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My first Bayes




My First Bayes


Milica, Projectpage, Projects, Smaller Project

Since the beginning of the 21st century, Bayesian statistical methods are slowly creeping into all fields of science and are becoming ever more popular in applied research.

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Measurement Invariance


Kimberley, Projectpage, Projects, Smaller Project

To assess the presence of abstract concepts in people, like prolonged grief disorder, peritraumatic dissociation and students’ motivation, surveys can be used. When concepts are operationalized by means of questions or “items”, they are called “latent variables”.

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Beyond Null Hypthesis Testing


Leonard, Projectpage, Projects, Smaller Project

Many researchers have no particular interest in a null hypothesis assuming that “nothing is going on”, so why test it at all? Evaluating specific, directional expectations produces more insightful results than sequentially testing traditional null hypotheses against catch-all rivals.

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Livingroom of Science


Mariëlle, Projectpage, Projects, Smaller Project

Science is a dynamic process with continuously developing, often implicit rules and attitudes. Proclamations such as “this is how we always do it”, “get used to it”, or “this is what it takes to grow in academia” occur more frequently than they ideally should.

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Publication categories

1st authorship papers
Applications
Dissertations
Simulations
Special Applications
Statistical
Tutorials

Rens’s Recent Ramblings

Announcements
Diep Nadenken (in Dutch)
Livingroom of Science (blog)
Project Updates
Publication Updates

Tags

Academic Growth
Alcoholism
Bayes factor
Behavioral problems
Burns
CFA
Cross-national research
DIC
Education
EFA
Employment
Ethnic interactions
Externalizing issues
Family relations
Gender
Informative hypotheses
Internalizing issues
Joint trajectory analysis
Latent growth analysis
Missing data
Mixture modeling
ML estimation
Model selection
Mplus
Personality
PhDs
power
Prior
Psychosocial functioning
PTSD
Repeated measurements
SEM
Sensitivity analysis
Social relations
Summer school
Therapy
Victimization
Youth