Application of Model-Selection Criteria to Some Problems in Multivariate Analysis

Stanley L. Sclove

doi:10.1007/bf02294360

journal article Sep 01, 1987

Application of Model-Selection Criteria to Some Problems in Multivariate Analysis

Stanley L. Sclove

Psychometrika Vol. 52 No. 3 pp. 333-343 · Cambridge University Press (CUP)

View at Publisher Save 10.1007/bf02294360

Abstract

A review of model-selection criteria is presented, with a view toward showing their similarities. It is suggested that some problems treated by sequences of hypothesis tests may be more expeditiously treated by the application of model-selection criteria. Consideration is given to application of model-selection criteria to some problems of multivariate analysis, especially the clustering of variables, factor analysis and, more generally, describing a complex of variables.

Topics

No keywords indexed for this article. Browse by subject →

References

22

[1]

Estimating the Dimension of a Model

Gideon Schwarz

The Annals of Statistics 10.1214/aos/1176344136

[2]

10.5109/13380

[3]

10.1016/0005-1098(78)90005-5

[4]

Boekee, D. E. , & Buss, H. H. (1981). Order estimation of autoregressive models. 4th Aachener Kolloquium: Theorie und Anwendung der Signalverarbeitung [Proceedings of the 4th Aachen Colloquium: Theory and application of signal processing]. (pp. 126–130).

[5]

10.1109/tpami.1982.4767213

[6]

Bozdogan (1983)

[7]

10.1016/0020-0255(83)90007-5

[8]

Rissanen (1985)

[9]

A Universal Prior for Integers and Estimation by Minimum Description Length

Jorma Rissanen

The Annals of Statistics 10.1214/aos/1176346150

[10]

10.1007/bf02481962

[11]

10.1016/b978-0-12-121160-8.50015-6

[12]

10.1109/tac.1974.1100705

[13]

Bozdogan (1981)

[14]

Sclove (1984)

[15]

Dixon (1969)

[16]

Factor Analysis and AIC

Hirotugu Akaike

Psychometrika 10.1007/bf02294359

[17]

10.1016/0304-4076(81)90071-3

[18]

10.1109/tpami.1983.4767412

[19]

Akaike (1973)

[20]

10.1207/s15327906mbr0503_6

[21]

Rissanen (1980)

[22]

10.1007/978-94-009-3977-6_3

Cited By

2,065

Latent typologies of posttraumatic stress disorder amongst first responders: a comparison to combat veterans

Kathryn D. O’Dell, Ashley T. Winch · 2026

Psychiatry Research

Navigating the Emotional Challenges of Grade School: The Influence of Early Family Strains and a Lack of Parental Responsiveness on Trajectories of Anxiety and Depressive Symptoms

Marla Lopez, Rebecca L. Brock · 2025

Family Process

Beyond emotional exhaustion: Mapping proximal profiles and distal triggers of second language burnout in Chinese high school students

Hanwei Wu, Yuehai Xiao · 2025

System

The experience of trauma in people with severe psychiatric conditions: A gender perspective

C. Valiente, V. Peinado · 2025

Journal of Psychiatric Research

Personalized Education through Individualized Pathways and Resources to Adaptive Control Theory-Inspired Scientific Education (iPRACTISE): Proof-of-Concept Studies for Designing and Evaluating Personalized Education

Sy-Miin Chow, Jungmin Lee · 2024

Journal of Statistics and Data Scie...

Testing the distinctiveness of prolonged grief disorder from posttraumatic stress disorder and depression in large bereaved community samples

Mark Shevlin, Enya Redican · 2024

Journal of Affective Disorders

A Latent Profile Analysis of Religious Parents’ Responses to Their Sexual and Gender Diverse Child

Veronica Hanna-Walker, Eva S. Lefkowitz · 2024

Journal of Homosexuality

C. J. Van Lissa, M. Garnier-Villarreal · 2023

Structural Equation Modeling: A Mul...

A novel framework for the identification of complex feasible space

Margherita Geremia, Fabrizio Bezzo · 2023

Computers & Chemical Engineerin...

Targeting COVID-19 vaccine-hesitancy in college students: An audience-centered approach

Yanmengqian Zhou, Ruobing Li · 2023

Journal of American College Health

Assessment of agricultural sustainability in European Union countries: a group-based multivariate trajectory approach

Alessandro Magrini · 2022

AStA Advances in Statistical Analys...

Motivation style of K–12 students attending outreach activities in the STEM field: a person-based approach

Johanna Vennix, Perry den Brok · 2022

Learning Environments Research

Aging Adults’ Motivation to Use Embodied Conversational Agents in Instrumental Activities of Daily Living: Results of Latent Profile Analysis

Urška Smrke, Nejc Plohl · 2022

International Journal of Environmen...

Diagnosing Mild Cognitive Impairment Among Racially Diverse Older Adults: Comparison of Consensus, Actuarial, and Statistical Methods

Kathryn N. Devlin, Laura Brennan · 2022

Journal of Alzheimer’s Disease

Urban School District Performance: A Longitudinal Analysis of Achievement

Karen Ramlackhan, Yan Wang · 2021

Urban Education

Test anxiety, anxiety disorders, and school-related wellbeing: Manifestations of the same or different constructs?

David W. Putwain, Kristina Stockinger · 2021

Journal of School Psychology

Robustness of Latent Profile Analysis to Measurement Noninvariance Between Profiles

Yan Wang, Eunsook Kim · 2021

Educational and Psychological Measu...

Distinguishing Complex PTSD from Borderline Personality Disorder among individuals with a history of sexual trauma: A latent class analysis

R. Frost, P. Hyland · 2020

European Journal of Trauma & Di...

Latent profile analysis: A review and “how to” guide of its application within vocational behavior research

Daniel Spurk, Andreas Hirschi · 2020

Journal of Vocational Behavior

Establishing the structure and replicability of personality profiles using the HEXACO-PI-R

Jose A. Espinoza, Kabir N. Daljeet · 2020

Nature Human Behaviour

Metrics

2,065

Citations

22

References

Details

Published: Sep 01, 1987
Vol/Issue: 52(3)
Pages: 333-343
License: View

Authors

S

Stanley L. Sclove

Cite This Article

Stanley L. Sclove (1987). Application of Model-Selection Criteria to Some Problems in Multivariate Analysis. Psychometrika, 52(3), 333-343. https://doi.org/10.1007/bf02294360

Application of Model-Selection Criteria to Some Problems in Multivariate Analysis

You May Also Like