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List of works by Gitta H Lubke

A Gradient Boosting Machine for Hierarchically Clustered Data

scientific article published on 18 January 2017

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

scientific article published on 19 February 2014

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

scientific article published on 3 September 2015

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

scientific article

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

scientific article

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.

scientific article published on January 2013

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

scientific article published on July 30, 2012

Assessing Model Selection Uncertainty Using a Bootstrap Approach: An update

scientific article

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

scientific article

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

scientific article published on 02 August 2011

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

scientific article published on 25 February 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

scientific article published on 29 May 2018

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

scientific article published on 10 December 2019

Deductive data mining

scientific article published on 09 January 2020

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

scientific article

Disentangling Heterogeneity of Childhood Disruptive Behavior Problems Into Dimensions and Subgroups

scientific article

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

scientific article published on 01 December 2006

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

scientific article published on October 2008

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

scientific article published on 01 July 2014

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

scientific article

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

scientific article

Extending CART-based Multiple Imputation with Gradient Boosting Machines.

scientific article published in January 2018

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

scientific article published on 13 October 2016

Finding structure in data using multivariate tree boosting

scientific article

Fitting latent variable mixture models

scientific article published on 17 April 2017

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

scientific article published on April 2015

Genetic and environmental contributions to the development of childhood aggression

scientific article

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

scientific article

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

scientific article

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

scientific article

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

scientific article

Investigating population heterogeneity with factor mixture models

scientific article published in March 2005

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

scientific article published on 18 July 2016

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

scientific article published on October 2010

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

scientific article

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

scientific article published in August 2002

Multivariate genetic analyses in heterogeneous populations

scientific article

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

scientific article published on January 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

scientific article

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

scientific article

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

scientific article published in March 2006

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

scientific article published on 01 December 2007

Sum Scores in Twin Growth Curve Models: Practicality Versus Bias

scientific article published on 05 August 2017

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

scientific article published in May 2005

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

scientific article published on March 1, 2012

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

scientific article published on 27 September 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.

scientific article published on 12 April 2013

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

scientific article published on 29 October 2013

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

scientific article published on 10 November 2018

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

scientific article published on June 2016

Trajectories of CBCL attention problems in childhood

scientific article

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 ⬇️

scientific article published on December 15, 2011

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

scientific article published on 23 June 2017

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

scientific article

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