Effect Size, Statistical Power, and Sample Size Requirements for the Bootstrap Likelihood Ratio Test in Latent Class Analysis

No abstract is available for this paper.

• Publication year

  2014

• Venue

  Structural equation modeling : a multidisciplinary journal

• Publication date

  2014-09-30

• Fields of study

  Mathematics, Medicine, Psychology

• Identifiers
  DOI 10.1080/10705511.2014.919819PMID 25328371PMCID PMC4196274
• External record

  Open on Semantic Scholar

• Source metadata

  Semantic Scholar, PubMed

• No claims are published for this paper.

• No concepts are published for this paper.

• R: A language and environment for statistical computing.

  2014cited by this paper
• Statistical Inference

  2012cited by this paper
• The National Longitudinal Study of Adolescent Health (Add Health) Sibling Pairs Data

  2012cited by this paper
• The latent structure of life-course-persistent antisocial behavior: is Moffitt's developmental taxonomy a true taxonomy?

  2011cited by this paper
• Modeling multiple risks during infancy to predict quality of the caregiving environment: contributions of a person-centered approach.

  2011cited by this paper
• Fast stable restricted maximum likelihood and marginal likelihood estimation of semiparametric generalized linear models

  2011cited by this paper
• LcaBootstrap SAS macro Users' Guide (Version 1.1.0)

  2011cited by this paper
• Model Selection with Information Criteria

  2010influential reference
• The Issue of Isopower in Power Analysis for Tests of Structural Equation Models

  2010influential reference
• Identification and Prediction of Latent Classes of Weight‐loss Strategies Among Women

  2010cited by this paper
• Latent class and latent transition analysis

  2009cited by this paper
• Class Extraction and Classification Accuracy in Latent Class Models.

  2009influential reference
• Latent Class and Latent Transition Analysis: With Applications in the Social, Behavioral, and Health Sciences

  2009influential reference
• Finite Mixture Models

  2008cited by this paper
• Deciding on the Number of Classes in Latent Class Analysis and Growth Mixture Modeling: A Monte Carlo Simulation Study

  2007influential reference
• PROC LCA & PROC LTA Users' Guide (Version 1.1.3)

  2007cited by this paper
• PROC LCA: A SAS Procedure for Latent Class Analysis

  2007influential reference
• Post Hoc Power : Tables and Commentary

  2007cited by this paper
• The distribution of positive psychosis-like symptoms in the population: a latent class analysis of the National Comorbidity Survey.

  2007cited by this paper
• Latent VariabLe Hybrids Overview of Old and new Models

  2006cited by this paper
• A Mathematical Theory of Communication

  2006cited by this paper
• Evaluating latent class analysis models in qualitative phenotype identification

  2006cited by this paper
• MODEL SELECTION AND INFERENCE: FACTS AND FICTION

  2005cited by this paper
• Application of a latent class analysis to empirically define eating disorder phenotypes.

  2004cited by this paper
• Latent class typology of nicotine withdrawal: genetic contributions and association with failed smoking cessation and psychiatric disorders

  2004cited by this paper
• Bootstrap approach to inference and power analysis based on three test statistics for covariance structure models.

  2003cited by this paper
• Thin plate regression splines

  2003cited by this paper
• Model Selection and Multimodel Inference: A Practical Information-Theoretic Approach (2nd ed.)

  2003cited by this paper
• Distributional assumptions of growth mixture models: implications for overextraction of latent trajectory classes.

  2003cited by this paper
• Introduction to the Bootstrap World

  2003cited by this paper
• Model selection and multimodel inference : a practical information-theoretic approach

  2003cited by this paper
• Exploratory Factor Analysis in Behavior Genetics Research: Factor Recovery with Small Sample Sizes

  2002cited by this paper
• The Abuse of Power

  2001cited by this paper
• An Introduction to Model Selection.

  2000cited by this paper
• A latent class analysis of antisocial personality disorder symptom data from a multi-centre family study of alcoholism.

  2000cited by this paper
• Finite Mixture Models

  2000cited by this paper
• Latent Class Scaling Analysis

  1999cited by this paper
• Sample size in factor analysis.

  1999cited by this paper
• Asymptotic Statistics: Frontmatter

  1998cited by this paper
• On Information and Sufficiency

  1997cited by this paper
• Model Selection Information Criteria for Non-Nested Latent Class Models

  1997influential reference
• A Course in Large Sample Theory

  1996cited by this paper
• Power analysis and determination of sample size for covariance structure modeling.

  1996cited by this paper
• Bayesian Model Selection in Social Research

  1995cited by this paper
• Mixture models : theory, geometry, and applications

  1995cited by this paper
• Using Bootstrap Likelihood Ratio in Finite Mixture Models

  1994cited by this paper
• The risk inflation criterion for multiple regression

  1994cited by this paper
• Goodness-of-Fit Testing for Latent Class Models.

  1993influential reference
• An Empirical Pooling Approach for Estimating Marketing Mix Elasticities with PIMS Data

  1993cited by this paper
• Latent class analysis of diagnostic agreement.

  1990cited by this paper
• Spline Models for Observational Data

  1990cited by this paper
• Statistical Power Analysis for the Behavioral Sciences (2nd ed.)

  1989influential reference
• On Bootstrapping the Likelihood Ratio Test Statistic for the Number of Components in a Normal Mixture

  1987cited by this paper
• Application of model-selection criteria to some problems in multivariate analysis

  1987influential reference
• The value of latent class analysis in medical diagnosis.

  1986cited by this paper
• Model selection criteria and model selection tests in regression models

  1986cited by this paper
• Power of the likelihood ratio test in covariance structure analysis

  1985cited by this paper
• Estimating the Dimension of a Model

  1978influential reference
• Maximum likelihood from incomplete data via the EM - algorithm plus discussions on the paper

  1977cited by this paper
• Information Theory and an Extension of the Maximum Likelihood Principle

  1973influential reference
• Some Properties of Beta and Gamma Distributions

  1954cited by this paper
• A mathematical theory of communication

  1948cited by this paper

• Latent class analysis of intrinsic capacity among rural older adults in China and its influencing factors

  2026cites this paper
• Profiles of Transdiagnostic Risk and Resilience Factors in Eating Behaviors

  2026cites this paper
• Entrepreneurial identity and behavioural heterogeneity in sustainable agricultural practices adoption in the Philippines

  2026cites this paper
• Clinical manifestations of psychopathic subtypes in incarcerated offenders: a retrospective multimethod analysis

  2026cites this paper
• Profiles of quality of care among individuals with suicidal behaviors

  2026cites this paper
• Longitudinal mixture modeling approaches to capture heterogeneity in affective response to exercise measured within bout and over study waves.

  2026cites this paper
• Motivation Beyond Wages: Profiling Employee Motivation Through Self-Determination Theory in a Collectivist Culture

  2026cites this paper
• Predictors and latent class associations with lung cancer screening intentions.

  2026cites this paper
• A latent profile analysis of health characteristics in relation to sleep among female sex workers in entertainment venues in Wuhan, China.

  2026cites this paper
• Estimating the distance at which narwhal $(\textit{Monodon monoceros})$ respond to disturbance: a penalized threshold hidden Markov model

  2026cites this paper
• Social support dimensions, career decision self-efficacy, exploratory actions, and career indecision: The respective contributions of the variable-oriented and person-oriented approaches

  2026cites this paper
• Interconnectedness of exposure to community violence, maternal emotional dysfunction, and child emotional distress in Nigeria: A consideration for promoting family cohesion.

  2025cites this paper
• Trajectories of post-traumatic stress disorder symptoms and risk-protective factors in recently resettled refugees in the United States

  2025cites this paper
• A likelihood ratio test for detecting shifts in homeolog expression ratios in allopolyploids

  2025cites this paper
• Examining the association between boredom and English achievement in the contexts of self-efficacy and English proficiency levels: A perspective combining the control-value theory and the Island Ridge Curve

  2025cites this paper
• Characterizing High Risk Patients in Heart Failure: A Latent Class Analysis of Rehospitalization and Mortality.

  2025cites this paper
• The Pediatric Screening–Priority Evaluation Dysphagia: Validation of a new tool for screening swallowing disorders in infants and children

  2025cites this paper
• Thinking Outside the Nation: Cognitive Flexibility’s Role in National Identity Inclusiveness as a Marker of Majority Group Acculturation

  2025cites this paper
• A latent transition analysis of ambivalence in career decision making: The roles of adolescent-parent career congruence and career decision-making self-efficacy.

  2025cites this paper
• The Mental Health Implications of People‐Pleasing: Psychometric Properties and Latent Profiles of the Chinese People‐Pleasing Questionnaire

  2025cites this paper
• Association of nutritional and inflammatory status with patient self-reported symptoms in oesophageal cancer patients: A multicentre cross-sectional study.

  2025cites this paper
• Multiple motives for cannabis use: identifying common motive combinations and exploring differences across combinations

  2025cites this paper
• Association between profiles of psychopathy and externalizing problems in Chinese children: A longitudinal moderated mediation analysis.

  2025cites this paper
• Symptom Trajectories and Their Biopsychosocial Correlates in Pediatric Concussion: An A-CAP Study

  2025cites this paper
• The heterogeneity of youth at risk of prediabetes and diabetes: A latent class analysis of a United States national sample.

  2025cites this paper
• Adolescents' drug use patterns and associations with psychological factors for alcohol prevention

  2025cites this paper
• Polysubstance Use Profiles Among the General Adult Population, United States, 2022: A Latent Class Analysis.

  2025cites this paper
• The Vulnerability Typology: Developing a Biopsychosocial-Sexual Understanding of Men With Sexual Interests in Children.

  2025cites this paper
• Substance use patterns among youth seeking help for mental illness: A latent class analysis.

  2025cites this paper
• Advantaged identity management strategies differentiate five subgroups of white Americans

  2025cites this paper
• Distraction over reappraisal strategies in interpersonal emotion regulation: associations with emotional difficulties

  2025cites this paper
• Latent Profile Analysis of Fatigue Subtypes in Adults With Type 2 Diabetes

  2025cites this paper
• Death anxiety measurement using Templer Death Anxiety Scale: a systematic review and validation study

  2025cites this paper
• EFFECT OF BOOTSTRAPPING ON GAUSSIAN MIXTURE MODEL

  2025cites this paper
• Understanding benefit finding among burn survivors: A latent profile analysis study.

  2025cites this paper
• Who Responds To CAMS? Latent Profiles of Patients who Received the Collaborative Assessment and Management of Suicidality

  2025cites this paper
• Effect of Childhood Maltreatment and Peer Victimization on Antisocial Behavior in Chinese Left-Behind Children: A Latent Profile and Mediation Analysis.

  2025cites this paper
• The associations of anxiety, self-efficacy, and family health with obesity-related eating behavior among Chinese adults.

  2025cites this paper
• Insights in diversity: A latent profile cluster analysis of regional airports in Western Europe

  2025cites this paper
• Examining the Relationship Between Actual and Perceived Motor Competence Profiles With Executive Function.

  2025cites this paper
• Heterogeneity in Health-Related Quality of Life of Patients with Aplastic Anemia: A Latent Profile Analysis

  2025cites this paper
• Normalising the H-index: the equal quantity H-index for journals

  2025cites this paper
• Longitudinal patterns of opioid and stimulant use by route of administration among people who inject drugs in the South Atlantic Fentanyl Test Strip Study: A latent transition analysis.

  2025cites this paper
• Profiles of negative and positive risk-taking behavior among Asian and non-Asian American emerging adults.

  2025cites this paper
• Biopsychosocial profiles following ACL reconstruction: A latent class analysis of barriers to return-to-activity.

  2025cites this paper
• Longitudinal study of adolescent stress, critical consciousness and resilience trajectories in the context of structural racism: the RISE Baltimore study protocol

  2025cites this paper
• Modes of cannabis use, frequency of use, and cannabis use problems: A latent profile analysis of modes of cannabis use.

  2025cites this paper
• Flood threat to livable communities: Understanding the impact of emotional conflicts and information availability on disaster preparedness through mitigation capacity in Nigeria's coastal region

  2024cites this paper
• Latent heterogeneity of deviant behaviors and associated factors among ethnic minority adolescents: a latent class analysis

  2024cites this paper
• Exploring adolescent suicidal trajectories: The intersection of race/ethnicity, gender, and social connectedness.

  2024cites this paper
• Multimorbidity and associated informal care receiving characteristics for US older adults: a latent class analysis

  2024cites this paper
• Association Between Parental Problematic Internet Use and Adolescent Depression.

  2024influential citation
• Modeling trajectories of physical aggression from infancy to pre-school age, their early predictors, and school-age outcomes

  2024cites this paper
• Informal Family Care Partner Well-Being Is Diminished in End-Stage Liver Disease

  2024cites this paper
• Latent Profile Analysis of Suicidal Ideation in Chinese Individuals with Bipolar Disorder

  2024cites this paper
• Neurobehavioral outcomes of preterm infants: toward a holistic approach

  2024cites this paper
• A lower gender equality consciousness in rural and left-behind children: a latent class analysis

  2024cites this paper
• EXploring Patterns of Use and Effects of Adult Day Programs to Improve Trajectories of Continuing Care (EXPEDITE): Protocol for a Retrospective Cohort Study

  2024influential citation
• Adolescents’ Music Tastes in the Streaming Era: The Case of Belgium

  2024influential citation
• Pre-widowhood social support is linked to loneliness patterns: a growth mixture model using the health and retirement study

  2024influential citation
• Adverse childhood experiences, emotional distress and dissatisfaction with motherhood among first-time mothers: Mediations and child differences

  2024cites this paper
• A global perspective on school leadership: Evidence from a latent class analysis on OECD TALIS data

  2024cites this paper
• Exploring the needs of girls of color in the juvenile legal system: A latent class analysis.

  2024cites this paper
• Systemic Inflammation, Sleep, and Psychological Factors Determine Recovery Trajectories for People With Neck Pain: An Exploratory Study

  2024cites this paper
• What are we missing? An alternative way to explore distributed leadership effectiveness

  2024cites this paper
• Personality Disorder Symptoms in Intermittent Explosive Disorder: A Latent Class Analysis.

  2024cites this paper
• Dairy input agri-entrepreneurs’ practices and their effect on inputs market participation by smallholder farmers in Tanzania

  2024cites this paper
• Exploring student motivation and engagement in EMI: a latent profile analysis

  2024cites this paper
• Who needs What Support? Exploring the relationship between intergenerational support and digital media use among Chinese older adults: A latent profile analysis

  2024cites this paper
• Identifying Typologies of Symptoms and Functional Impairments in Chinese Children With Leukemia and Their Population Characteristics: A Latent Profile Analysis.

  2024cites this paper
• Circumplex Model of Family Dynamics in Turkish Families: A Comparative Typological Perspective

  2024cites this paper
• Sleep patterns in adolescents and associations with substance use.

  2024cites this paper
• Efficacy of Radicava® IV (intravenous edaravone) in subjects with differing trajectories of disease progression in amyotrophic lateral sclerosis: Use of a novel statistical approach for post hoc analysis of a pivotal phase 3 clinical trial.

  2024cites this paper
• Identifying subpopulations in forensic addiction care: A latent class analysis

  2024cites this paper
• A Multi-Method Approach for the Identification of Social Functioning Profiles in Autistic Adolescents and Young Adults Without Intellectual Disability

  2024influential citation
• Competencies for Privacy and Security Professionals: The Discrepancy in Perspective between Employers and Employees

  2024cites this paper
• Profiles of Early Adolescents’ Health Risk Communication with Parents: Gender Differences and Associations with Health Risk Behavior

  2024influential citation
• Childhood maltreatment profiles and their associations with trajectories of internalizing and externalizing symptoms in Chinese early adolescents.

  2024cites this paper
• Development of the psychopathological vulnerability index for screening at-risk youths: a Rasch model approach

  2024cites this paper
• Profiles of nonverbal skills used by young pre‐verbal children with autism on the ADOS‐2: Relation to screening disposition and outcomes

  2024cites this paper
• Housing instability patterns among low-income, urban Black young adults in California and associations with mental health outcomes: baseline data from a randomized waitlist-controlled trial

  2024cites this paper
• Clinical Validation of the Nursing Diagnosis 'Inadequate Health Self-Efficacy' in People With Hypertension.

  2024cites this paper
• Clustering Methods in Rheumatic and Musculoskeletal Disease Research: An Educational Guide to Best Research Practices

  2024cites this paper
• Patterns of Intimate Partner Violence Among Veterans: A Latent Class Analysis

  2024cites this paper
• Counting what counts: assessing quality of life and its social determinants among nursing home residents with dementia

  2024influential citation
• Behavioral mechanism on flood risk response: a case study in Accra, Ghana

  2024cites this paper
• Latent Variables Analysis in Person-Oriented Research

  2023cites this paper
• Analysis of participation and performance of MOOC learners via latent class analysis: A retrospective study based on the data of a nursing MOOC from 2018 to 2022.

  2023cites this paper
• Patterns of patient-reported symptoms and association with sociodemographic and systemic sclerosis disease characteristics: a scleroderma Patient-centered Intervention Network (SPIN) Cohort cross-sectional study

  2023cites this paper
• The association between lifetime trauma exposure typologies and mental health outcomes among veterans.

  2023cites this paper
• Life goal selection pattern and purpose in adolescence: A latent class analysis.

  2023cites this paper
• Body image, interoceptive awareness, depression and eating disorder symptoms: Within-group variability among sexual minority women.

  2023cites this paper
• Latent Profiles of Fear of Cancer Recurrence and Associations with Physical and Mental Health Outcomes.

  2023cites this paper
• Distinct Dysphagia Profiles in Patients With Oral Cancer After Surgery.

  2023cites this paper
• Negotiating Emerging Adulthood at the Onset of COVID-19 in Singapore

  2023cites this paper
• Supportive care needs of patients with colorectal cancer undergoing anticancer therapy: A latent class analysis

  2023cites this paper
• Trajectories and Predictors of Change in Emotion Dysregulation and Deliberate Self-Harm Amongst Adolescents with Borderline Features

  2023cites this paper
• Psychosocial adaptation profiles in young and middle-aged patients with acute myocardial infarction: a latent profile analysis.

  2023cites this paper
• And if they don't dance, they are no friends of mine : Exploring boundaries of national identity

  2023cites this paper
• Patterns of opioid use behaviors among patients seen in the emergency department: Latent class analysis of baseline data from the POINT pragmatic trial.

  2023cites this paper