Douglas Steinley

Douglas Steinley

University of Missouri

H-index: 42

North America-United States

About Douglas Steinley

Douglas Steinley, With an exceptional h-index of 42 and a recent h-index of 30 (since 2020), a distinguished researcher at University of Missouri, specializes in the field of cluster analysis, mixture modeling, exploratory data analysis.

His recent articles reflect a diverse array of research interests and contributions to the field:

Right-Sizing Growth Mixtures Models as Multi-Group Growth and Confirmatory Factor Models

A comparison of logistic regression methods for Ising model estimation

On maximization of the modularity index in network psychometrics

Equal precision measurement structural models

A maximal-clique-based set-covering approach to overlapping community detection

Improving the Walktrap Algorithm Using K-Means Clustering

Predictors of symptom course in alcohol use disorder

A white paper on good research practices in benchmarking: The case of cluster analysis

Douglas Steinley Information

University

Position

___

Citations(all)

7280

Citations(since 2020)

3689

Cited By

5048

hIndex(all)

42

hIndex(since 2020)

30

i10Index(all)

104

i10Index(since 2020)

75

Email

University Profile Page

University of Missouri

Google Scholar

View Google Scholar Profile

Douglas Steinley Skills & Research Interests

cluster analysis

mixture modeling

exploratory data analysis

Top articles of Douglas Steinley

Title

Journal

Author(s)

Publication Date

Right-Sizing Growth Mixtures Models as Multi-Group Growth and Confirmatory Factor Models

Phillip K Wood

Wolfgang Wiedermann

Douglas Steinley

2023/2/2

A comparison of logistic regression methods for Ising model estimation

Behavior Research Methods

Michael J Brusco

Douglas Steinley

Ashley L Watts

2023/10

On maximization of the modularity index in network psychometrics

Behavior Research Methods

Michael J Brusco

Douglas Steinley

Ashley L Watts

2023/10

Equal precision measurement structural models

Structural Equation Modeling: A Multidisciplinary Journal

Phillip K Wood

Wolfgang Wiedermann

Douglas Steinley

2023/1/2

A maximal-clique-based set-covering approach to overlapping community detection

Optimization Letters

Michael J Brusco

Douglas Steinley

Ashley L Watts

2023/9/25

Improving the Walktrap Algorithm Using K-Means Clustering

Multivariate Behavioral Research

Michael Brusco

Douglas Steinley

Ashley L Watts

2023/9/2

Predictors of symptom course in alcohol use disorder

Alcohol: Clinical and Experimental Research

William E Conlin

Michaela Hoffman

Douglas Steinley

Alvaro Vergés

Kenneth J Sher

2023/12

A white paper on good research practices in benchmarking: The case of cluster analysis

Iven Van Mechelen

Anne‐Laure Boulesteix

Rainer Dangl

Nema Dean

Christian Hennig

...

2023/11

Low-rank minres approximations for network association matrices when the main-diagonal is undetermined

Michael Brusco

Douglas Steinley

Ashley L Watts

2023/3/22

A modified approach to fitting relative importance networks.

Psychological Methods

Michael Brusco

Ashley L Watts

Douglas Steinley

2022/7/4

Annotated bibliography of critiques of psychometric network analysis

Zachary P Neal

Miriam K Forbes

Jennifer Watling Neal

Michael Brusco

Robert Krueger

...

2022/4/25

Disentangling relationships in symptom networks using matrix permutation methods

psychometrika

Michael J Brusco

Douglas Steinley

Ashley L Watts

2022/3

Cross-sectional and longitudinal AUD symptom networks: They tell different stories

Addictive behaviors

William E Conlin

Michaela Hoffman

Douglas Steinley

Kenneth J Sher

2022/8/1

20 Causal Inference Approaches to Studying Recovery from Alcohol Use Disorder

Dynamic Pathways to Recovery from Alcohol Use Disorder: Meaning and Methods

Douglas Steinley

2022/1/6

A brief young adult alcohol problems screening test: Short form development using combinatorics

Journal of American college health

Rachel Bowns

Jordan E Loeffelman

Douglas Steinley

Kenneth J Sher

2022/7/8

A variable neighborhood search heuristic for nonnegative matrix factorization with application to microarray data

Optimization Letters

Michael J Brusco

Douglas Steinley

2022/1/1

A comparison of spectral clustering and the walktrap algorithm for community detection in network psychometrics.

Psychological Methods

Michael Brusco

Douglas Steinley

Ashley L Watts

2022/7/7

Recent advances in (graphical) network models

Douglas Steinley

2021/3/4

Does crude measurement contribute to observed unidimensionality of psychological constructs? A demonstration with DSM–5 alcohol use disorder.

Journal of Abnormal Psychology

Ashley L Watts

Cassandra L Boness

Jordan E Loeffelman

Douglas Steinley

Kenneth J Sher

2021/7

On fixed marginal distributions and psychometric network models

Multivariate Behavioral Research

Douglas Steinley

Michael J Brusco

2021/3/4

See List of Professors in Douglas Steinley University(University of Missouri)