Search Results - "Vink, Gerko"

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  1. 1

    The Dance of the Mechanisms: How Observed Information Influences the Validity of Missingness Assumptions by Schouten, Rianne Margaretha, Vink, Gerko

    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…”
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    Journal Article
  2. 2

    Prevalence of questionable research practices, research misconduct and their potential explanatory factors: A survey among academic researchers in The Netherlands by Gopalakrishna, Gowri, Ter Riet, Gerben, Vink, Gerko, Stoop, Ineke, Wicherts, Jelte M, Bouter, Lex M

    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…”
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    Journal Article
  3. 3

    Generating missing values for simulation purposes: a multivariate amputation procedure by Schouten, Rianne Margaretha, Lugtig, Peter, Vink, Gerko

    “…Missing data form a ubiquitous problem in scientific research, especially since most statistical analyses require complete data. To evaluate the performance of…”
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    Journal Article
  4. 4

    Joint distribution properties of fully conditional specification under the normal linear model with normal inverse-gamma priors by Cai, Mingyang, van Buuren, Stef, Vink, Gerko

    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…”
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    Journal Article
  5. 5

    Predictive mean matching imputation of semicontinuous variables by Vink, Gerko, Frank, Laurence E., Pannekoek, Jeroen, van Buuren, Stef

    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…”
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  6. 6

    Graphical and numerical diagnostic tools to assess multiple imputation models by posterior predictive checking by Cai, Mingyang, van Buuren, Stef, Vink, Gerko

    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…”
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  7. 7
  8. 8

    Prevalence of responsible research practices among academics in The Netherlands [version 2; peer review: 2 approved] by Gopalakrishna, Gowri, Wicherts, Jelte M., Vink, Gerko, Stoop, Ineke, van den Akker, Olmo R., ter Riet, Gerben, Bouter, Lex M.

    Published in F1000 research (2022)
    “…Background: Traditionally, research integrity studies have focused on research misbehaviors and their explanations. Over time, attention has shifted towards…”
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    Journal Article
  9. 9

    Prevalence of responsible research practices among academics in The Netherlands [version 1; peer review: 2 approved with reservations] by Gopalakrishna, Gowri, Wicherts, Jelte M., Vink, Gerko, Stoop, Ineke, van den Akker, Olmo R., ter Riet, Gerben, Bouter, Lex M.

    Published in F1000 research (2022)
    “…Background: Traditionally, research integrity studies have focused on research misbehaviors and their explanations. Over time, attention has shifted towards…”
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    Journal Article
  10. 10

    A note on imputing squares via polynomial combination approach by Cai, Mingyang, Vink, Gerko

    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…”
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    Journal Article
  11. 11

    Anonymiced Shareable Data: Using mice to Create and Analyze Multiply Imputed Synthetic Datasets by Volker, Thom Benjamin, Vink, Gerko

    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…”
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  12. 12

    Toward a standardized evaluation of imputation methodology by Oberman, Hanne I., Vink, Gerko

    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…”
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  13. 13

    The Effectiveness of Parent Management Training—Oregon Model in Clinically Referred Children with Externalizing Behavior Problems in The Netherlands by Thijssen, Jill, Vink, Gerko, Muris, Peter, de Ruiter, Corine

    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…”
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  14. 14

    Coping styles in refugees with PTSD: Results from a randomized trial comparing EMDR therapy and stabilization by van Heemstra, Henriëtte, van der Aa, Niels, Mooren, Trudy, Medema, Daniel, Vink, Gerko, Knipscheer, Jeroen, Moradi, Ali, Kleber, Rolf, Ter Heide, Jackie June

    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…”
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  15. 15

    Differences between resource control types revisited: A short term longitudinal study by Reijntjes, Albert, Vermande, Marjolijn, Olthof, Tjeert, Goossens, Frits A., Vink, Gerko, Aleva, Liesbeth, van der Meulen, Matty

    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…”
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  16. 16

    How to handle missing data: A comparison of different approaches by Peeters, Margot, Zondervan-Zwijnenburg, Mariëlle, Vink, Gerko, van de Schoot, Rens

    “…Many researchers face the problem of missing data in longitudinal research. Especially, high risk samples are characterized by missing data which can…”
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  17. 17

    Multiple Imputation of Squared Terms by Vink, Gerko, van Buuren, Stef

    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…”
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  18. 18

    Joint distribution properties of Fully Conditional Specification under the normal linear model with normal inverse-gamma priors by Cai, Mingyang, van Buuren, Stef, Vink, Gerko

    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. 19

    Graphical and numerical diagnostic tools to assess multiple imputation models by posterior predictive checking by Cai, Mingyang, van Buuren, Stef, Vink, Gerko

    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…”
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    Journal Article
  20. 20

    How to relate potential outcomes: Estimating individual treatment effects under a given specified partial correlation by Cai, Mingyang, van Buuren, Stef, Vink, Gerko

    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…”
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    Journal Article