Lista de obras -

A Gradient Boosting Machine for Hierarchically Clustered Data

artículo científico publicado en 2017

A genome-wide association meta-analysis of preschool internalizing problems.

artículo científico publicado en 2014

A powerful phenotype for gene-finding studies derived from trajectory analyses of symptoms of anxiety and depression between age seven and 18.

artículo científico publicado en 2015

Abstract: A Comparison of the Factor Mixture Model and Taxometric Procedures

artículo científico publicado en 2008

Abstract: Bayesian Inference for Growth Mixture Models With Nonignorable Missing Data

artículo científico publicado en 2010

Abstract: Improving Power in Genome-Wide Studies Using a Two-Stage Design

scientific article published on 01 May 2014

Abstract: Stability Selection for Penalized Canonical Correlation Analysis.

artículo científico publicado en 2013

An integrated approach to reduce the impact of minor allele frequency and linkage disequilibrium on variable importance measures for genome-wide data ⬇️

artículo científico publicado el 30 de julio de 2012

Assessing Model Selection Uncertainty Using a Bootstrap Approach: An update

artículo científico publicado en 2016

Bayesian Inference for Growth Mixture Models with Latent Class Dependent Missing Data

artículo científico publicado en 2011

Borderline personality traits and adult attention-deficit hyperactivity disorder symptoms: a genetic analysis of comorbidity

artículo científico publicado en 2011

Childhood ODD and ADHD Behavior: The Effect of Classroom Sharing, Gender, Teacher Gender and Their Interactions

artículo científico publicado en 2015

Childhood aggression and the co-occurrence of behavioural and emotional problems: results across ages 3-16 years from multiple raters in six cohorts in the EU-ACTION project

artículo científico publicado en 2018

Data Integration Methods for Phenotype Harmonization in Multi-Cohort Genome-Wide Association Studies With Behavioral Outcomes

artículo científico publicado en 2019

Deductive data mining

scientific article published on 09 January 2020

Detection of gene-environment interaction in pedigree data using genome-wide genotypes

artículo científico publicado en 2016

Disentangling Heterogeneity of Childhood Disruptive Behavior Problems Into Dimensions and Subgroups

artículo científico publicado en 2017

Distinguishing Between Latent Classes and Continuous Factors: Resolution by Maximum Likelihood?

artículo científico publicado en 2006

Distinguishing between latent classes and continuous factors with categorical outcomes: Class invariance of parameters of factor mixture models

artículo científico publicado en 2008

Epi2Loc: an R package to investigate two-locus epistatic models

artículo científico publicado en 2014

Estimating the genetic variance of major depressive disorder due to all single nucleotide polymorphisms

artículo científico publicado en 2012

Evaluation of structural equation mixture models Parameter estimates and correct class assignment

artículo científico publicado en 2010

Extending CART-based Multiple Imputation with Gradient Boosting Machines.

artículo científico publicado en 2018

Extending multivariate distance matrix regression with an effect size measure and the asymptotic null distribution of the test statistic

artículo científico publicado en 2016

Finding structure in data using multivariate tree boosting

artículo científico publicado en 2016

Fitting latent variable mixture models

artículo científico publicado en 2017

Genetic analyses benefit from using less heterogeneous phenotypes: an illustration with the hospital anxiety and depression scale (HADS).

artículo científico publicado en 2015

Genetic and environmental contributions to the development of childhood aggression

artículo científico publicado en 2017

Genome-wide meta-analysis of 241,258 adults accounting for smoking behaviour identifies novel loci for obesity traits.

artículo científico publicado en 2017

Harmonizing behavioral outcomes across studies, raters, and countries: application to the genetic analysis of aggression in the ACTION Consortium

scientific article published on 16 January 2020

Heritability of liver enzyme levels estimated from genome-wide SNP data

artículo científico publicado en 2014

Implications of absence of measurement invariance for detecting sex limitation and genotype by environment interaction

artículo científico publicado en 2004

Inference Based on the Best-Fitting Model can Contribute to the Replication Crisis: Assessing Model Selection Uncertainty Using a Bootstrap Approach

artículo científico publicado en 2016

Investigating population heterogeneity with factor mixture models

artículo científico publicado en 2005

Joint developmental trajectories of internalizing and externalizing disorders between childhood and adolescence

artículo científico publicado en 2016

Latent Class Detection and Class Assignment: A Comparison of the MAXEIG Taxometric Procedure and Factor Mixture Modeling Approaches

artículo científico publicado en 2010

Maternal ratings of attention problems in ADHD: evidence for the existence of a continuum

artículo científico publicado en 2009

Memory function during propofol and alfentanil anesthesia: predictive value of individual differences

artículo científico publicado en 2002

Multivariate genetic analyses in heterogeneous populations

artículo científico publicado en 2013

Old Issues in New Jacket: Power and Validation in the Context of Mixture Modeling

artículo científico publicado en 2012

Population heterogeneity of trait anger and differential associations of trait anger facets with borderline personality features, neuroticism, depression, Attention Deficit Hyperactivity Disorder (ADHD), and alcohol problems

artículo científico publicado en 2015

Problems with using sum scores for estimating variance components: contamination and measurement noninvariance

artículo científico publicado en 2005

Relationship of family environment and parental psychiatric diagnosis to impairment in ADHD.

artículo científico publicado en 2006

Subtypes Versus Severity Differences in Attention-Deficit/Hyperactivity Disorder in the Northern Finnish Birth Cohort

artículo científico publicado en 2007

Sum Scores in Twin Growth Curve Models: Practicality Versus Bias

artículo científico

Temperament and character profiles and the dopamine D4 receptor gene in ADHD.

artículo científico publicado en 2005

The CHRNA5/A3/B4 Gene Cluster and Tobacco, Alcohol, Cannabis, Inhalants and Other Substance Use Initiation: Replication and New Findings Using Mixture Analyses ⬇️

artículo científico publicado el 1 de marzo de 2012

The association of alcohol intake with γ-glutamyl transferase (GGT) levels: evidence for correlated genetic effects

artículo científico publicado en 2013

The development of a brief screener for autism using item response theory

scientific article published on 04 November 2019

The genetic architecture of liver enzyme levels: GGT, ALT and AST.

artículo científico publicado en 2013

The predictive value of smoking expectancy and the heritability of its accuracy

artículo científico publicado en 2013

The relation between the age at diagnosis of problem behaviors related to aggression and distal outcomes in Swedish children

artículo científico publicado en 2018

The use of vector bootstrapping to improve variable selection precision in Lasso models

artículo científico publicado en 2016

Trajectories of CBCL attention problems in childhood

artículo científico publicado en 2011

Two-part random effects growth modeling to identify risks associated with alcohol and cannabis initiation, initial average use and changes in drug consumption in a sample of adult, male twins ⬇️

artículo científico publicado el 15 de diciembre de 2011

Using a multivariate model to assess the interactive effects of demographics and lifestyle on the hematological profile

artículo científico

Viewing Spearman's hypothesis from the perspective of multigroup PCA: a comment on Schönemann's criticism ⬇️

scholarly article

Weak measurement invariance with respect to unmeasured variables: an implication of strict factorial invariance

artículo científico publicado en 2003

Lista de obras de

A Gradient Boosting Machine for Hierarchically Clustered Data

A genome-wide association meta-analysis of preschool internalizing problems.

A powerful phenotype for gene-finding studies derived from trajectory analyses of symptoms of anxiety and depression between age seven and 18.

Abstract: A Comparison of the Factor Mixture Model and Taxometric Procedures

Abstract: Bayesian Inference for Growth Mixture Models With Nonignorable Missing Data

Abstract: Improving Power in Genome-Wide Studies Using a Two-Stage Design

Abstract: Stability Selection for Penalized Canonical Correlation Analysis.

An integrated approach to reduce the impact of minor allele frequency and linkage disequilibrium on variable importance measures for genome-wide data ⬇️

Assessing Model Selection Uncertainty Using a Bootstrap Approach: An update

Bayesian Inference for Growth Mixture Models with Latent Class Dependent Missing Data

Borderline personality traits and adult attention-deficit hyperactivity disorder symptoms: a genetic analysis of comorbidity

Childhood ODD and ADHD Behavior: The Effect of Classroom Sharing, Gender, Teacher Gender and Their Interactions

Childhood aggression and the co-occurrence of behavioural and emotional problems: results across ages 3-16 years from multiple raters in six cohorts in the EU-ACTION project

Data Integration Methods for Phenotype Harmonization in Multi-Cohort Genome-Wide Association Studies With Behavioral Outcomes

Deductive data mining

Detection of gene-environment interaction in pedigree data using genome-wide genotypes

Disentangling Heterogeneity of Childhood Disruptive Behavior Problems Into Dimensions and Subgroups

Distinguishing Between Latent Classes and Continuous Factors: Resolution by Maximum Likelihood?

Distinguishing between latent classes and continuous factors with categorical outcomes: Class invariance of parameters of factor mixture models

Epi2Loc: an R package to investigate two-locus epistatic models

Estimating the genetic variance of major depressive disorder due to all single nucleotide polymorphisms

Evaluation of structural equation mixture models Parameter estimates and correct class assignment

Extending CART-based Multiple Imputation with Gradient Boosting Machines.

Extending multivariate distance matrix regression with an effect size measure and the asymptotic null distribution of the test statistic

Finding structure in data using multivariate tree boosting

Fitting latent variable mixture models

Genetic analyses benefit from using less heterogeneous phenotypes: an illustration with the hospital anxiety and depression scale (HADS).

Genetic and environmental contributions to the development of childhood aggression

Genome-wide meta-analysis of 241,258 adults accounting for smoking behaviour identifies novel loci for obesity traits.

Harmonizing behavioral outcomes across studies, raters, and countries: application to the genetic analysis of aggression in the ACTION Consortium

Heritability of liver enzyme levels estimated from genome-wide SNP data

Implications of absence of measurement invariance for detecting sex limitation and genotype by environment interaction

Inference Based on the Best-Fitting Model can Contribute to the Replication Crisis: Assessing Model Selection Uncertainty Using a Bootstrap Approach

Investigating population heterogeneity with factor mixture models

Joint developmental trajectories of internalizing and externalizing disorders between childhood and adolescence

Latent Class Detection and Class Assignment: A Comparison of the MAXEIG Taxometric Procedure and Factor Mixture Modeling Approaches

Maternal ratings of attention problems in ADHD: evidence for the existence of a continuum

Memory function during propofol and alfentanil anesthesia: predictive value of individual differences

Multivariate genetic analyses in heterogeneous populations

Old Issues in New Jacket: Power and Validation in the Context of Mixture Modeling

Population heterogeneity of trait anger and differential associations of trait anger facets with borderline personality features, neuroticism, depression, Attention Deficit Hyperactivity Disorder (ADHD), and alcohol problems

Problems with using sum scores for estimating variance components: contamination and measurement noninvariance

Relationship of family environment and parental psychiatric diagnosis to impairment in ADHD.

Subtypes Versus Severity Differences in Attention-Deficit/Hyperactivity Disorder in the Northern Finnish Birth Cohort

Sum Scores in Twin Growth Curve Models: Practicality Versus Bias

Temperament and character profiles and the dopamine D4 receptor gene in ADHD.

The CHRNA5/A3/B4 Gene Cluster and Tobacco, Alcohol, Cannabis, Inhalants and Other Substance Use Initiation: Replication and New Findings Using Mixture Analyses ⬇️

The association of alcohol intake with γ-glutamyl transferase (GGT) levels: evidence for correlated genetic effects

The development of a brief screener for autism using item response theory

The genetic architecture of liver enzyme levels: GGT, ALT and AST.

The predictive value of smoking expectancy and the heritability of its accuracy

The relation between the age at diagnosis of problem behaviors related to aggression and distal outcomes in Swedish children

The use of vector bootstrapping to improve variable selection precision in Lasso models

Trajectories of CBCL attention problems in childhood

Two-part random effects growth modeling to identify risks associated with alcohol and cannabis initiation, initial average use and changes in drug consumption in a sample of adult, male twins ⬇️

Using a multivariate model to assess the interactive effects of demographics and lifestyle on the hematological profile

Viewing Spearman's hypothesis from the perspective of multigroup PCA: a comment on Schönemann's criticism ⬇️

Weak measurement invariance with respect to unmeasured variables: an implication of strict factorial invariance