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IRIS EEKHOUT
Iris Eekhout holds a double master in clinical psychology and methodology and statistics of psychology (Leiden University). She obtained her PhD at the Department of Epidemiology and Biostatistics of the VU University medical centre in Amsterdam. Her dissertation work resulted in novel ways of dealing with missing data inquestionnaire items
RATER AGREEMENT & RELIABILITY In studies where more than one rater gives a judgement on a certain characteristic, the agreement between the judgements is of interest. Historically, mostly a kappa statistic is used to assess the agreement. However, the kappa statistic is a reliability measure instead of an agreement measure. It is more informative to use the percentage of absolute agreement instead. AGREEMENT FOR POLYTOMOUS OUTCOMES This document describes the use of the Agree package for two data examples that are used in the paper on specific agreement on polytomous outcomes in the situation of more than two raters (de Vet, Mullender, and Eekhout 2018).The first data example is an example of ordinal ratings and the second example of nominal rating. AGREEMENT FOR DICHOTOMOUS OUTCOMES This document describes the use of the Agree package for the data example that was used in the paper on specific agreement on dichotomous outcomes in the situation of more than two raters. MISSING DATA: A SYSTEMATIC REVIEW OF HOW THEY ARE REPORTED BACKGROUND:: The objectives of this systematic review are to examine how researchers report missing data in questionnaires and to provide an overview of current methods for dealing with missing data. METHODS:: We included 262 studies published in 2010 in 3 leading epidemiologic journals. Information was extracted on how missing data were reported, types of missing, and methods for dealing withEXAMPLE TALK
Slides can be added in a few ways: Create slides using Wowchemy’s Slides feature and link using slides parameter in the front matter of the talk file; Upload an existing slide deck to static/ and link using url_slides parameter in the front matter of the talk file; Embed your slides (e.g. Google Slides) or presentation video on this page usingshortcodes.
DEVELOPMENT OF PREDICTION MODELS FOR SICK LEAVE DUE TO © 2019, Springer Science+Business Media, LLC, part of Springer Nature. Purpose The aim of this study was to develop prediction models to determine the risk of sick SELF-REPORTED ADVERSE CHILDHOOD EXPERIENCES AND QUALITY OF Self-reported adverse childhood experiences and quality of life among children in the two last grades of Dutch elementary education POST-TRAUMATIC STRESS SYMPTOMS 5 YEARS AFTER MILITARY Post-traumatic stress symptoms 5 years after military deployment to Afghanistan: An observational cohort study MISSING DATA IN A MULTI-ITEM INSTRUMENT WERE BEST HANDLED Objectives Regardless of the proportion of missing values, complete-case analysis is most frequently applied, although advanced techniques such as multiple imputation (MI) are available. The objective of this study was to explore the performance of simple and more advanced methods for handling missing data in cases when some, many, or all item scores are missing in a multi-item instrument.IRIS EEKHOUT
Iris Eekhout holds a double master in clinical psychology and methodology and statistics of psychology (Leiden University). She obtained her PhD at the Department of Epidemiology and Biostatistics of the VU University medical centre in Amsterdam. Her dissertation work resulted in novel ways of dealing with missing data inquestionnaire items
RATER AGREEMENT & RELIABILITY In studies where more than one rater gives a judgement on a certain characteristic, the agreement between the judgements is of interest. Historically, mostly a kappa statistic is used to assess the agreement. However, the kappa statistic is a reliability measure instead of an agreement measure. It is more informative to use the percentage of absolute agreement instead. AGREEMENT FOR POLYTOMOUS OUTCOMES This document describes the use of the Agree package for two data examples that are used in the paper on specific agreement on polytomous outcomes in the situation of more than two raters (de Vet, Mullender, and Eekhout 2018).The first data example is an example of ordinal ratings and the second example of nominal rating. AGREEMENT FOR DICHOTOMOUS OUTCOMES This document describes the use of the Agree package for the data example that was used in the paper on specific agreement on dichotomous outcomes in the situation of more than two raters. MISSING DATA: A SYSTEMATIC REVIEW OF HOW THEY ARE REPORTED BACKGROUND:: The objectives of this systematic review are to examine how researchers report missing data in questionnaires and to provide an overview of current methods for dealing with missing data. METHODS:: We included 262 studies published in 2010 in 3 leading epidemiologic journals. Information was extracted on how missing data were reported, types of missing, and methods for dealing withEXAMPLE TALK
Slides can be added in a few ways: Create slides using Wowchemy’s Slides feature and link using slides parameter in the front matter of the talk file; Upload an existing slide deck to static/ and link using url_slides parameter in the front matter of the talk file; Embed your slides (e.g. Google Slides) or presentation video on this page usingshortcodes.
DEVELOPMENT OF PREDICTION MODELS FOR SICK LEAVE DUE TO © 2019, Springer Science+Business Media, LLC, part of Springer Nature. Purpose The aim of this study was to develop prediction models to determine the risk of sick SELF-REPORTED ADVERSE CHILDHOOD EXPERIENCES AND QUALITY OF Self-reported adverse childhood experiences and quality of life among children in the two last grades of Dutch elementary education POST-TRAUMATIC STRESS SYMPTOMS 5 YEARS AFTER MILITARY Post-traumatic stress symptoms 5 years after military deployment to Afghanistan: An observational cohort study MISSING DATA IN A MULTI-ITEM INSTRUMENT WERE BEST HANDLED Objectives Regardless of the proportion of missing values, complete-case analysis is most frequently applied, although advanced techniques such as multiple imputation (MI) are available. The objective of this study was to explore the performance of simple and more advanced methods for handling missing data in cases when some, many, or all item scores are missing in a multi-item instrument. MISSING DATA: A SYSTEMATIC REVIEW OF HOW THEY ARE REPORTED BACKGROUND:: The objectives of this systematic review are to examine how researchers report missing data in questionnaires and to provide an overview of current methods for dealing with missing data. METHODS:: We included 262 studies published in 2010 in 3 leading epidemiologic journals. Information was extracted on how missing data were reported, types of missing, and methods for dealing with RATER AGREEMENT & RELIABILITY In studies where more than one rater gives a judgement on a certain characteristic, the agreement between the judgements is of interest. Historically, mostly a kappa statistic is used to assess the agreement. However, the kappa statistic is a reliability measure instead of an agreement measure. It is more informative to use the percentage of absolute agreement instead. POST-TRAUMATIC STRESS SYMPTOMS 5 YEARS AFTER MILITARY Post-traumatic stress symptoms 5 years after military deployment to Afghanistan: An observational cohort study INCLUDING AUXILIARY ITEM INFORMATION IN LONGITUDINAL DATA Related. Analyzing Incomplete Item Scores in Longitudinal Data by Including Item Score Information as Auxiliary Variables; Missing data in a multi-item instrument were best handled by multiple imputation at the item score levelEXAMPLE TALK
Slides can be added in a few ways: Create slides using Wowchemy’s Slides feature and link using slides parameter in the front matter of the talk file; Upload an existing slide deck to static/ and link using url_slides parameter in the front matter of the talk file; Embed your slides (e.g. Google Slides) or presentation video on this page usingshortcodes.
SPECIFIC AGREEMENT ON DICHOTOMOUS OUTCOMES CAN BE Abstract © 2017 Elsevier Inc. Objective For assessing interrater agreement, the concepts of observed agreement and specific agreementhave been proposed.
THE ASSOCIATION OF SELF-REGULATION WITH WEIGHT LOSS The association of self-regulation with weight loss maintenance after an intensive combined lifestyle intervention for children and adolescents with severe obesity THE ANCHOR-BASED MINIMAL IMPORTANT CHANGE, BASED ON The anchor-based minimal important change, based on receiver operating characteristic analysis or predictive modeling, may need to be adjusted for the proportion of improved patients THE COST-EFFECTIVENESS OF TWO FORMS OF CASE MANAGEMENT The cost-effectiveness of two forms of case management compared to a control group for persons with dementia and their informal caregivers from a societal perspective THE ASSOCIATION OF EATING STYLES WITH WEIGHT CHANGE AFTER The association of eating styles with weight change after an intensive combined lifestyle intervention for children and adolescents withsevere obesity
IRIS EEKHOUT
Iris Eekhout holds a double master in clinical psychology and methodology and statistics of psychology (Leiden University). She obtained her PhD at the Department of Epidemiology and Biostatistics of the VU University medical centre in Amsterdam. Her dissertation work resulted in novel ways of dealing with missing data inquestionnaire items
RATER AGREEMENT & RELIABILITY In studies where more than one rater gives a judgement on a certain characteristic, the agreement between the judgements is of interest. Historically, mostly a kappa statistic is used to assess the agreement. However, the kappa statistic is a reliability measure instead of an agreement measure. It is more informative to use the percentage of absolute agreement instead. AGREEMENT FOR POLYTOMOUS OUTCOMES This document describes the use of the Agree package for two data examples that are used in the paper on specific agreement on polytomous outcomes in the situation of more than two raters (de Vet, Mullender, and Eekhout 2018).The first data example is an example of ordinal ratings and the second example of nominal rating. AGREEMENT FOR DICHOTOMOUS OUTCOMES This document describes the use of the Agree package for the data example that was used in the paper on specific agreement on dichotomous outcomes in the situation of more than two raters. MISSING DATA: A SYSTEMATIC REVIEW OF HOW THEY ARE REPORTED BACKGROUND:: The objectives of this systematic review are to examine how researchers report missing data in questionnaires and to provide an overview of current methods for dealing with missing data. METHODS:: We included 262 studies published in 2010 in 3 leading epidemiologic journals. Information was extracted on how missing data were reported, types of missing, and methods for dealing withEXAMPLE TALK
Slides can be added in a few ways: Create slides using Wowchemy’s Slides feature and link using slides parameter in the front matter of the talk file; Upload an existing slide deck to static/ and link using url_slides parameter in the front matter of the talk file; Embed your slides (e.g. Google Slides) or presentation video on this page usingshortcodes.
DEVELOPMENT OF PREDICTION MODELS FOR SICK LEAVE DUE TO © 2019, Springer Science+Business Media, LLC, part of Springer Nature. Purpose The aim of this study was to develop prediction models to determine the risk of sick SELF-REPORTED ADVERSE CHILDHOOD EXPERIENCES AND QUALITY OF Self-reported adverse childhood experiences and quality of life among children in the two last grades of Dutch elementary education COMPARISON OF LOGISTIC-REGRESSION BASED METHODS FOR SIMPLE Comparison of logistic-regression based methods for simple mediation analysis with a dichotomous outcome variable CHILDHOOD TRAUMA AND THE ROLE OF SELF-BLAME ON Childhood trauma and the role of self-blame on psychological well-being after deployment in male veteransIRIS EEKHOUT
Iris Eekhout holds a double master in clinical psychology and methodology and statistics of psychology (Leiden University). She obtained her PhD at the Department of Epidemiology and Biostatistics of the VU University medical centre in Amsterdam. Her dissertation work resulted in novel ways of dealing with missing data inquestionnaire items
RATER AGREEMENT & RELIABILITY In studies where more than one rater gives a judgement on a certain characteristic, the agreement between the judgements is of interest. Historically, mostly a kappa statistic is used to assess the agreement. However, the kappa statistic is a reliability measure instead of an agreement measure. It is more informative to use the percentage of absolute agreement instead. AGREEMENT FOR POLYTOMOUS OUTCOMES This document describes the use of the Agree package for two data examples that are used in the paper on specific agreement on polytomous outcomes in the situation of more than two raters (de Vet, Mullender, and Eekhout 2018).The first data example is an example of ordinal ratings and the second example of nominal rating. AGREEMENT FOR DICHOTOMOUS OUTCOMES This document describes the use of the Agree package for the data example that was used in the paper on specific agreement on dichotomous outcomes in the situation of more than two raters. MISSING DATA: A SYSTEMATIC REVIEW OF HOW THEY ARE REPORTED BACKGROUND:: The objectives of this systematic review are to examine how researchers report missing data in questionnaires and to provide an overview of current methods for dealing with missing data. METHODS:: We included 262 studies published in 2010 in 3 leading epidemiologic journals. Information was extracted on how missing data were reported, types of missing, and methods for dealing withEXAMPLE TALK
Slides can be added in a few ways: Create slides using Wowchemy’s Slides feature and link using slides parameter in the front matter of the talk file; Upload an existing slide deck to static/ and link using url_slides parameter in the front matter of the talk file; Embed your slides (e.g. Google Slides) or presentation video on this page usingshortcodes.
DEVELOPMENT OF PREDICTION MODELS FOR SICK LEAVE DUE TO © 2019, Springer Science+Business Media, LLC, part of Springer Nature. Purpose The aim of this study was to develop prediction models to determine the risk of sick SELF-REPORTED ADVERSE CHILDHOOD EXPERIENCES AND QUALITY OF Self-reported adverse childhood experiences and quality of life among children in the two last grades of Dutch elementary education COMPARISON OF LOGISTIC-REGRESSION BASED METHODS FOR SIMPLE Comparison of logistic-regression based methods for simple mediation analysis with a dichotomous outcome variable CHILDHOOD TRAUMA AND THE ROLE OF SELF-BLAME ON Childhood trauma and the role of self-blame on psychological well-being after deployment in male veterans POST-TRAUMATIC STRESS SYMPTOMS 5 YEARS AFTER MILITARY Post-traumatic stress symptoms 5 years after military deployment to Afghanistan: An observational cohort study INCLUDING AUXILIARY ITEM INFORMATION IN LONGITUDINAL DATA Related. Analyzing Incomplete Item Scores in Longitudinal Data by Including Item Score Information as Auxiliary Variables; Missing data in a multi-item instrument were best handled by multiple imputation at the item score level METHODS FOR SIGNIFICANCE TESTING OF CATEGORICAL COVARIATES Methods for significance testing of categorical covariates in logistic regression models after multiple imputation: Power and applicabilityanalysis
MISSING DATA IN A MULTI-ITEM INSTRUMENT WERE BEST HANDLED Objectives Regardless of the proportion of missing values, complete-case analysis is most frequently applied, although advanced techniques such as multiple imputation (MI) are available. The objective of this study was to explore the performance of simple and more advanced methods for handling missing data in cases when some, many, or all item scores are missing in a multi-item instrument. COMPARISON OF LOGISTIC-REGRESSION BASED METHODS FOR SIMPLE Comparison of logistic-regression based methods for simple mediation analysis with a dichotomous outcome variable SPECIFIC AGREEMENT ON DICHOTOMOUS OUTCOMES CAN BE Abstract © 2017 Elsevier Inc. Objective For assessing interrater agreement, the concepts of observed agreement and specific agreementhave been proposed.
THE ANCHOR-BASED MINIMAL IMPORTANT CHANGE, BASED ON The anchor-based minimal important change, based on receiver operating characteristic analysis or predictive modeling, may need to be adjusted for the proportion of improved patients THE ASSOCIATION OF SELF-REGULATION WITH WEIGHT LOSS The association of self-regulation with weight loss maintenance after an intensive combined lifestyle intervention for children and adolescents with severe obesity THE COST-EFFECTIVENESS OF TWO FORMS OF CASE MANAGEMENT The cost-effectiveness of two forms of case management compared to a control group for persons with dementia and their informal caregivers from a societal perspective THE ASSOCIATION OF EATING STYLES WITH WEIGHT CHANGE AFTER The association of eating styles with weight change after an intensive combined lifestyle intervention for children and adolescents withsevere obesity
IRIS EEKHOUT
Iris Eekhout holds a double master in clinical psychology and methodology and statistics of psychology (Leiden University). She obtained her PhD at the Department of Epidemiology and Biostatistics of the VU University medical centre in Amsterdam. Her dissertation work resulted in novel ways of dealing with missing data inquestionnaire items
RATER AGREEMENT & RELIABILITY In studies where more than one rater gives a judgement on a certain characteristic, the agreement between the judgements is of interest. Historically, mostly a kappa statistic is used to assess the agreement. However, the kappa statistic is a reliability measure instead of an agreement measure. It is more informative to use the percentage of absolute agreement instead. AGREEMENT FOR POLYTOMOUS OUTCOMES This document describes the use of the Agree package for two data examples that are used in the paper on specific agreement on polytomous outcomes in the situation of more than two raters (de Vet, Mullender, and Eekhout 2018).The first data example is an example of ordinal ratings and the second example of nominal rating. SLIDES | IRIS EEKHOUT Create slides in Markdown with Wowchemy. Wowchemy | Documentation. Features. Efficiently write slides in Markdown; 3-in-1: Create, Present, and Publish your slides; Supports speaker notes AGREEMENT FOR DICHOTOMOUS OUTCOMES This document describes the use of the Agree package for the data example that was used in the paper on specific agreement on dichotomous outcomes in the situation of more than two raters. MISSING DATA: A SYSTEMATIC REVIEW OF HOW THEY ARE REPORTED BACKGROUND:: The objectives of this systematic review are to examine how researchers report missing data in questionnaires and to provide an overview of current methods for dealing with missing data. METHODS:: We included 262 studies published in 2010 in 3 leading epidemiologic journals. Information was extracted on how missing data were reported, types of missing, and methods for dealing withEXAMPLE TALK
Slides can be added in a few ways: Create slides using Wowchemy’s Slides feature and link using slides parameter in the front matter of the talk file; Upload an existing slide deck to static/ and link using url_slides parameter in the front matter of the talk file; Embed your slides (e.g. Google Slides) or presentation video on this page usingshortcodes.
DEVELOPMENT OF PREDICTION MODELS FOR SICK LEAVE DUE TO © 2019, Springer Science+Business Media, LLC, part of Springer Nature. Purpose The aim of this study was to develop prediction models to determine the risk of sick SELF-REPORTED ADVERSE CHILDHOOD EXPERIENCES AND QUALITY OF Self-reported adverse childhood experiences and quality of life among children in the two last grades of Dutch elementary education SPECIFIC AGREEMENT ON DICHOTOMOUS OUTCOMES CAN BE Abstract © 2017 Elsevier Inc. Objective For assessing interrater agreement, the concepts of observed agreement and specific agreementhave been proposed.
IRIS EEKHOUT
Iris Eekhout holds a double master in clinical psychology and methodology and statistics of psychology (Leiden University). She obtained her PhD at the Department of Epidemiology and Biostatistics of the VU University medical centre in Amsterdam. Her dissertation work resulted in novel ways of dealing with missing data inquestionnaire items
RATER AGREEMENT & RELIABILITY In studies where more than one rater gives a judgement on a certain characteristic, the agreement between the judgements is of interest. Historically, mostly a kappa statistic is used to assess the agreement. However, the kappa statistic is a reliability measure instead of an agreement measure. It is more informative to use the percentage of absolute agreement instead. AGREEMENT FOR POLYTOMOUS OUTCOMES This document describes the use of the Agree package for two data examples that are used in the paper on specific agreement on polytomous outcomes in the situation of more than two raters (de Vet, Mullender, and Eekhout 2018).The first data example is an example of ordinal ratings and the second example of nominal rating. SLIDES | IRIS EEKHOUT Create slides in Markdown with Wowchemy. Wowchemy | Documentation. Features. Efficiently write slides in Markdown; 3-in-1: Create, Present, and Publish your slides; Supports speaker notes AGREEMENT FOR DICHOTOMOUS OUTCOMES This document describes the use of the Agree package for the data example that was used in the paper on specific agreement on dichotomous outcomes in the situation of more than two raters. MISSING DATA: A SYSTEMATIC REVIEW OF HOW THEY ARE REPORTED BACKGROUND:: The objectives of this systematic review are to examine how researchers report missing data in questionnaires and to provide an overview of current methods for dealing with missing data. METHODS:: We included 262 studies published in 2010 in 3 leading epidemiologic journals. Information was extracted on how missing data were reported, types of missing, and methods for dealing withEXAMPLE TALK
Slides can be added in a few ways: Create slides using Wowchemy’s Slides feature and link using slides parameter in the front matter of the talk file; Upload an existing slide deck to static/ and link using url_slides parameter in the front matter of the talk file; Embed your slides (e.g. Google Slides) or presentation video on this page usingshortcodes.
DEVELOPMENT OF PREDICTION MODELS FOR SICK LEAVE DUE TO © 2019, Springer Science+Business Media, LLC, part of Springer Nature. Purpose The aim of this study was to develop prediction models to determine the risk of sick SELF-REPORTED ADVERSE CHILDHOOD EXPERIENCES AND QUALITY OF Self-reported adverse childhood experiences and quality of life among children in the two last grades of Dutch elementary education SPECIFIC AGREEMENT ON DICHOTOMOUS OUTCOMES CAN BE Abstract © 2017 Elsevier Inc. Objective For assessing interrater agreement, the concepts of observed agreement and specific agreementhave been proposed.
METHODS FOR SIGNIFICANCE TESTING OF CATEGORICAL COVARIATES Methods for significance testing of categorical covariates in logistic regression models after multiple imputation: Power and applicabilityanalysis
POST-TRAUMATIC STRESS SYMPTOMS 5 YEARS AFTER MILITARY Post-traumatic stress symptoms 5 years after military deployment to Afghanistan: An observational cohort study COMPARISON OF LOGISTIC-REGRESSION BASED METHODS FOR SIMPLE Comparison of logistic-regression based methods for simple mediation analysis with a dichotomous outcome variable INCLUDING AUXILIARY ITEM INFORMATION IN LONGITUDINAL DATA Related. Analyzing Incomplete Item Scores in Longitudinal Data by Including Item Score Information as Auxiliary Variables; Missing data in a multi-item instrument were best handled by multiple imputation at the item score level MISSING DATA IN A MULTI-ITEM INSTRUMENT WERE BEST HANDLED Objectives Regardless of the proportion of missing values, complete-case analysis is most frequently applied, although advanced techniques such as multiple imputation (MI) are available. The objective of this study was to explore the performance of simple and more advanced methods for handling missing data in cases when some, many, or all item scores are missing in a multi-item instrument. PASSIVE IMPUTATION AND PARCEL SUMMARIES ARE BOTH VALID TO Passive imputation and parcel summaries are both valid to handle missing items in studies with many multi-item scales THE ANCHOR-BASED MINIMAL IMPORTANT CHANGE, BASED ON The anchor-based minimal important change, based on receiver operating characteristic analysis or predictive modeling, may need to be adjusted for the proportion of improved patients THE COST-EFFECTIVENESS OF TWO FORMS OF CASE MANAGEMENT The cost-effectiveness of two forms of case management compared to a control group for persons with dementia and their informal caregivers from a societal perspective PERSONAL EXPOSURE TO UFP IN DIFFERENT MICRO-ENVIRONMENTS Abstract © 2017 Elsevier Ltd Particulate matter exposure may cause adverse health effects. Although ultrafine particulate matter (UFP) ishypothesised to be
THE ASSOCIATION OF SELF-REGULATION WITH WEIGHT LOSS The association of self-regulation with weight loss maintenance after an intensive combined lifestyle intervention for children and adolescents with severe obesityIRIS EEKHOUT
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On this website you can find information about the application of statistical techniques that I am working on. Most of my research is about missing data. Some other work is on longitudinal data techniques in structural equation modeling. You can also find some personal information and a list of publications. NEW: PRACTICAL MANUAL FOR MISSING DATA ANALYSIS A preliminary version of a practical manual by Iris Eekhout and Martijn Heymans on how to deal with missing data with SPSS and R is now available online: Impressum | Privacyverklaring| Cookiebeleid
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