Search Results - "Vink, Gerko"
-
1
The Dance of the Mechanisms: How Observed Information Influences the Validity of Missingness Assumptions
Published in Sociological methods & research (01-08-2021)“…Missing data in scientific research go hand in hand with assumptions about the nature of the missingness. When dealing with missing values, a set of beliefs…”
Get full text
Journal Article -
2
Prevalence of questionable research practices, research misconduct and their potential explanatory factors: A survey among academic researchers in The Netherlands
Published in PloS one (16-02-2022)“…Prevalence of research misconduct, questionable research practices (QRPs) and their associations with a range of explanatory factors has not been studied…”
Get full text
Journal Article -
3
Generating missing values for simulation purposes: a multivariate amputation procedure
Published in Journal of statistical computation and simulation (13-10-2018)“…Missing data form a ubiquitous problem in scientific research, especially since most statistical analyses require complete data. To evaluate the performance of…”
Get full text
Journal Article -
4
Joint distribution properties of fully conditional specification under the normal linear model with normal inverse-gamma priors
Published in Scientific reports (12-01-2023)“…Fully conditional specification (FCS) is a convenient and flexible multiple imputation approach. It specifies a sequence of simple regression models instead of…”
Get full text
Journal Article -
5
Predictive mean matching imputation of semicontinuous variables
Published in Statistica Neerlandica (01-02-2014)“…Multiple imputation methods properly account for the uncertainty of missing data. One of those methods for creating multiple imputations is predictive mean…”
Get full text
Journal Article -
6
Graphical and numerical diagnostic tools to assess multiple imputation models by posterior predictive checking
Published in Heliyon (01-06-2023)“…The congenial of the imputation model is crucial for valid statistical inferences. Hence, it is important to develop methodologies for diagnosing imputation…”
Get full text
Journal Article -
7
Effectiveness and moderators of individual cognitive behavioral therapy versus treatment as usual in clinically depressed adolescents: a randomized controlled trial
Published in Scientific reports (09-09-2020)“…We examined if manualized cognitive behavioral therapy (CBT) was more effective than Treatment As Usual (TAU) for clinically depressed adolescents within…”
Get full text
Journal Article -
8
Prevalence of responsible research practices among academics in The Netherlands [version 2; peer review: 2 approved]
Published in F1000 research (2022)“…Background: Traditionally, research integrity studies have focused on research misbehaviors and their explanations. Over time, attention has shifted towards…”
Get full text
Journal Article -
9
Prevalence of responsible research practices among academics in The Netherlands [version 1; peer review: 2 approved with reservations]
Published in F1000 research (2022)“…Background: Traditionally, research integrity studies have focused on research misbehaviors and their explanations. Over time, attention has shifted towards…”
Get full text
Journal Article -
10
A note on imputing squares via polynomial combination approach
Published in Computational statistics (01-11-2022)“…The polynomial combination (PC) method, proposed by Vink and Van Buuren, is a hot-deck multiple imputation method for imputation models containing squared…”
Get full text
Journal Article -
11
Anonymiced Shareable Data: Using mice to Create and Analyze Multiply Imputed Synthetic Datasets
Published in Psych (23-11-2021)“…Synthetic datasets simultaneously allow for the dissemination of research data while protecting the privacy and confidentiality of respondents. Generating and…”
Get full text
Journal Article -
12
Toward a standardized evaluation of imputation methodology
Published in Biometrical journal (01-01-2024)“…Developing new imputation methodology has become a very active field. Unfortunately, there is no consensus on how to perform simulation studies to evaluate the…”
Get full text
Journal Article -
13
The Effectiveness of Parent Management Training—Oregon Model in Clinically Referred Children with Externalizing Behavior Problems in The Netherlands
Published in Child psychiatry and human development (01-02-2017)“…The present study examined the effectiveness of parent management training—Oregon model (PMTO) as a treatment for children with externalizing behavior problems…”
Get full text
Journal Article -
14
Coping styles in refugees with PTSD: Results from a randomized trial comparing EMDR therapy and stabilization
Published in PloS one (16-09-2024)“…While treatment of posttraumatic stress disorder (PTSD) in refugees is generally effective, many refugees remain symptomatic after treatment. Coping styles…”
Get full text
Journal Article -
15
Differences between resource control types revisited: A short term longitudinal study
Published in Social development (Oxford, England) (01-02-2018)“…Hawley's influential resource control theory (RCT) posits that both coercive and prosocial strategies may yield social dominance, as indexed by resource…”
Get full text
Journal Article -
16
How to handle missing data: A comparison of different approaches
Published in European journal of developmental psychology (04-07-2015)“…Many researchers face the problem of missing data in longitudinal research. Especially, high risk samples are characterized by missing data which can…”
Get full text
Journal Article -
17
Multiple Imputation of Squared Terms
Published in Sociological methods & research (01-11-2013)“…We propose a new multiple imputation technique for imputing squares. Current methods yield either unbiased regression estimates or preserve data relations. No…”
Get full text
Journal Article -
18
Joint distribution properties of Fully Conditional Specification under the normal linear model with normal inverse-gamma priors
Published 27-08-2022“…Fully conditional specification (FCS) is a convenient and flexible multiple imputation approach. It specifies a sequence of simple regression models instead of…”
Get full text
Journal Article -
19
Graphical and numerical diagnostic tools to assess multiple imputation models by posterior predictive checking
Published 27-08-2022“…Missing data are often dealt with multiple imputation. A crucial part of the multiple imputation process is selecting sensible models to generate plausible…”
Get full text
Journal Article -
20
How to relate potential outcomes: Estimating individual treatment effects under a given specified partial correlation
Published 27-08-2022“…In most medical research, the average treatment effect is used to evaluate a treatment's performance. However, precision medicine requires knowledge of…”
Get full text
Journal Article