Douglas L. Steinley, Ph.D. - Publications

Affiliations: 
2004 University of Illinois, Urbana-Champaign, Urbana-Champaign, IL 
Area:
Psychometrics Psychology

88 high-probability publications. We are testing a new system for linking publications to authors. You can help! If you notice any inaccuracies, please sign in and mark papers as correct or incorrect matches. If you identify any major omissions or other inaccuracies in the publication list, please let us know.

Year Citation  Score
2022 Bowns R, Loeffelman JE, Steinley D, Sher KJ. A brief young adult alcohol problems screening test: Short form development using combinatorics. Journal of American College Health : J of Ach. 1-7. PMID 35882065 DOI: 10.1080/07448481.2022.2095870  0.717
2021 Watts AL, Boness CL, Loeffelman JE, Steinley D, Sher KJ. Does crude measurement contribute to observed unidimensionality of psychological constructs? A demonstration with DSM-5 alcohol use disorder. Journal of Abnormal Psychology. 130: 512-524. PMID 34472887 DOI: 10.1037/abn0000678  0.728
2020 Loeffelman JE, Steinley D, Boness CL, Trull TJ, Wood PK, Brusco MJ, Sher KJ. Combinatorial Optimization of Clustering Decisions: An Approach to Refine Psychiatric Diagnoses. Multivariate Behavioral Research. 1-13. PMID 32054331 DOI: 10.1080/00273171.2020.1717921  0.72
2020 Boness CL, Loeffelman JE, Steinley D, Trull T, Sher KJ. Using Complete Enumeration to Derive "One-Size-Fits-All" Versus "Subgroup-Specific" Diagnostic Rules for Substance Use Disorder. Assessment. 27: 1075-1088. PMID 32037845 DOI: 10.1177/1073191120903092  0.705
2020 Brusco MJ, Steinley D. A variable neighborhood search heuristic for nonnegative matrix factorization with application to microarray data Optimization Letters. 1-22. DOI: 10.1007/S11590-020-01619-7  0.313
2019 Brusco M, Doreian P, Steinley D. Deterministic blockmodelling of signed and two-mode networks: A tutorial with software and psychological examples. British Journal of Mathematical and Statistical Psychology. PMID 31705539 DOI: 10.1111/Bmsp.12192  0.332
2019 Brusco MJ, Steinley D, Hoffman M, Davis-Stober C, Wasserman S. On Ising models and algorithms for the construction of symptom networks in psychopathological research. Psychological Methods. 24: 735-753. PMID 31589062 DOI: 10.1037/Met0000207  0.332
2019 Brusco MJ, Cradit JD, Steinley D. Combining diversity and dispersion criteria for anticlustering: A bicriterion approach. British Journal of Mathematical and Statistical Psychology. PMID 31512759 DOI: 10.1111/Bmsp.12186  0.379
2019 Henry TR, Gates KM, Prinstein MJ, Steinley D. Modeling Heterogeneous Peer Assortment Effects Using Finite Mixture Exponential Random Graph Models. Psychometrika. PMID 31452064 DOI: 10.1007/S11336-019-09685-2  0.301
2019 Stevens JE, Shireman E, Steinley D, Piasecki TM, Vinson D, Sher KJ. Item Responses in Quantity-Frequency Questionnaires: Implications for Data Generalizability. Assessment. 1073191119858398. PMID 31238706 DOI: 10.1177/1073191119858398  0.342
2019 Hoffman M, Steinley D, Trull TJ, Lane SP, Wood PK, Sher KJ. The influence of sample selection on the structure of psychopathology symptom networks: An example with alcohol use disorder. Journal of Abnormal Psychology. PMID 31192638 DOI: 10.1037/Abn0000438  0.344
2019 Stevens JE, Steinley D, McDowell YE, Boness CL, Trull TJ, Martin CS, Sher KJ. Toward more efficient diagnostic criteria sets and rules: The use of optimization approaches in addiction science. Addictive Behaviors. PMID 30777336 DOI: 10.1016/J.Addbeh.2019.02.005  0.43
2019 Steinley DL, Brusco MJ. Using an Iterative Reallocation Partitioning Algorithm to Verify Test Multidimensionality Journal of Classification. 36: 397-413. DOI: 10.1007/S00357-019-09347-Z  0.398
2018 Boness CL, Stevens JE, Steinley D, Trull T, Sher KJ. Deriving alternative criteria sets for alcohol use disorders using statistical optimization: Results from the National Survey on Drug Use and Health. Experimental and Clinical Psychopharmacology. PMID 30556734 DOI: 10.1037/Pha0000249  0.425
2018 Hoffman M, Steinley D, Trull TJ, Sher KJ. Criteria Definitions and Network Relations: The Importance of Criterion Thresholds. Clinical Psychological Science : a Journal of the Association For Psychological Science. 6: 506-516. PMID 30214833 DOI: 10.1177/2167702617747657  0.321
2018 Hoffman M, Steinley D, Trull TJ, Sher KJ. Estimating transdiagnostic symptom networks: The problem of "skip outs" in diagnostic interviews. Psychological Assessment. PMID 30160496 DOI: 10.1037/Pas0000644  0.33
2018 Brusco MJ, Steinley D, Stevens J, Cradit JD. Affinity propagation: An exemplar-based tool for clustering in psychological research. The British Journal of Mathematical and Statistical Psychology. PMID 29633235 DOI: 10.1111/Bmsp.12136  0.372
2018 Lee MR, Boness CL, McDowell YE, Vergés A, Steinley DL, Sher KJ. Desistance and Severity of Alcohol Use Disorder: A Lifespan-Developmental Investigation. Clinical Psychological Science : a Journal of the Association For Psychological Science. 6: 90-105. PMID 29335673 DOI: 10.1177/2167702617736852  0.32
2018 Brown N, Park S, Steinley D, Davis‐Stober CP. Modeling Between‐Subject Variability in Decision Strategies via Statistical Clustering: A p‐Median Approach Journal of Behavioral Decision Making. 31: 250-264. DOI: 10.1002/Bdm.1957  0.382
2017 Hoffman M, Steinley D, Gates KM, Prinstein MJ, Brusco MJ. Detecting Clusters/Communities in Social Networks. Multivariate Behavioral Research. 1-17. PMID 29220584 DOI: 10.1080/00273171.2017.1391682  0.331
2017 Steinley D, Hoffman M, Brusco MJ, Sher KJ. A method for making inferences in network analysis: Comment on Forbes, Wright, Markon, and Krueger (2017). Journal of Abnormal Psychology. 126: 1000-1010. PMID 29106283 DOI: 10.1037/Abn0000308  0.338
2017 Deutsch AR, Steinley D, Sher KJ, Slutske WS. Who's Got the Booze? The Role of Access to Alcohol in the Relations Between Social Status and Individual Use. Journal of Studies On Alcohol and Drugs. 78: 754-762. PMID 28930063 DOI: 10.15288/Jsad.2017.78.754  0.318
2017 Winograd RP, Steinley D, Lane SP, Sher KJ. An Experimental Investigation of Drunk Personality Using Self and Observer Reports. Clinical Psychological Science : a Journal of the Association For Psychological Science. 5: 439-456. PMID 28785511 DOI: 10.1177/2167702616689780  0.302
2017 Brusco M, Stolze HJ, Hoffman M, Steinley D. A simulated annealing heuristic for maximum correlation core/periphery partitioning of binary networks. Plos One. 12. PMID 28486475 DOI: 10.1371/Journal.Pone.0170448  0.302
2017 Brusco MJ, Shireman E, Steinley D, Brudvig S, Cradit JD. Gaussian model-based partitioning using iterated local search. British Journal of Mathematical and Statistical Psychology. 70: 1-24. PMID 28130935 DOI: 10.1111/Bmsp.12084  0.403
2017 Brusco MJ, Shireman E, Steinley D. A comparison of latent class, K-means, and K-median methods for clustering dichotomous data. Psychological Methods. 22: 563-580. PMID 27607543 DOI: 10.1037/Met0000095  0.378
2017 Shireman E, Steinley D, Brusco MJ. Examining the effect of initialization strategies on the performance of Gaussian mixture modeling. Behavior Research Methods. 49: 282-293. PMID 26721666 DOI: 10.3758/S13428-015-0697-6  0.332
2017 Brusco MJ, Singh R, Cradit JD, Steinley D. Cluster analysis in empirical OM research: survey and recommendations International Journal of Operations & Production Management. 37: 300-320. DOI: 10.1108/Ijopm-08-2015-0493  0.394
2017 Farrelly CM, Schwartz SJ, Lisa Amodeo A, Feaster DJ, Steinley DL, Meca A, Picariello S. The analysis of bridging constructs with hierarchical clustering methods: An application to identity Journal of Research in Personality. 70: 93-106. DOI: 10.1016/J.Jrp.2017.06.005  0.368
2016 Haeny AM, Weaver CC, Martinez JA, Steinley D, Sher KJ. Is the deliberate self-induction of alcohol tolerance associated with negative alcohol outcomes? Addictive Behaviors. 65: 98-101. PMID 27816046 DOI: 10.1016/J.Addbeh.2016.10.006  0.305
2016 Shireman EM, Steinley D, Brusco MJ. Local Optima in Mixture Modeling. Multivariate Behavioral Research. 51: 466-481. PMID 27494191 DOI: 10.1080/00273171.2016.1160359  0.302
2016 Winograd RP, Steinley D, Sher K. Searching for Mr. Hyde: A five-factor approach to characterizing “types of drunks” Addiction Research & Theory. 24: 1-8. PMID 27429607 DOI: 10.3109/16066359.2015.1029920  0.392
2016 Brusco MJ, Köhn HF, Steinley D. An evaluation of exact methods for the multiple subset maximum cardinality selection problem. British Journal of Mathematical and Statistical Psychology. 69: 194-213. PMID 27027582 DOI: 10.1111/Bmsp.12068  0.347
2016 Fleming KA, Bartholow BD, Hilgard J, McCarthy DM, O'Neill SE, Steinley D, Sher KJ. The Alcohol Sensitivity Questionnaire: Evidence for Construct Validity. Alcoholism, Clinical and Experimental Research. PMID 27012527 DOI: 10.1111/Acer.13015  0.32
2016 Steinley D, Brusco MJ, Hubert L. The variance of the adjusted Rand index. Psychological Methods. 21: 261-272. PMID 26881693 DOI: 10.1037/Met0000049  0.63
2016 Lane SP, Steinley D, Sher KJ. Meta-analysis of DSM alcohol use disorder criteria severities: structural consistency is only ‘skin deep’ Psychological Medicine. 1-16. DOI: 10.1017/S0033291716000404  0.412
2015 Wood PK, Steinley D, Jackson KM. Right-Sizing Statistical Models for Longitudinal Data. Psychological Methods. PMID 26237507 DOI: 10.1037/Met0000037  0.304
2015 Shireman EM, Steinley D, Sher K. Sex differences in the latent class structure of alcohol use disorder: Does (dis)aggregation of indicators matter? Experimental and Clinical Psychopharmacology. 23: 291-301. PMID 26237327 DOI: 10.1037/Pha0000029  0.334
2015 Brusco MJ, Doreian P, Steinley D. Biclustering methods for one-mode asymmetric matrices. Behavior Research Methods. PMID 25899042 DOI: 10.3758/S13428-015-0587-Y  0.312
2015 Brusco MJ, Köhn HF, Steinley D. An Exact Method for Partitioning Dichotomous Items Within the Framework of the Monotone Homogeneity Model. Psychometrika. PMID 25850618 DOI: 10.1007/S11336-015-9459-8  0.386
2015 Hoffman M, Steinley D, Brusco MJ. A note on using the adjusted Rand index for link prediction in networks Social Networks. 42: 72-79. DOI: 10.1016/J.Socnet.2015.03.002  0.308
2015 Brusco MJ, Steinley D. Affinity Propagation and Uncapacitated Facility Location Problems Journal of Classification. 32: 443-480. DOI: 10.1007/S00357-015-9187-X  0.334
2015 Hofmans J, Ceulemans E, Steinley D, Mechelen I. On the Added Value of Bootstrap Analysis for K-Means Clustering Journal of Classification. 32: 268-284. DOI: 10.1007/S00357-015-9178-Y  0.385
2015 Steinley D, Hendrickson G, Brusco MJ. A Note on Maximizing the Agreement Between Partitions: A Stepwise Optimal Algorithm and Some Properties Journal of Classification. 32: 114-126. DOI: 10.1007/S00357-015-9169-Z  0.333
2014 Winograd RP, Steinley DL, Sher KJ. Drunk personality: reports from drinkers and knowledgeable informants. Experimental and Clinical Psychopharmacology. 22: 187-97. PMID 24796850 DOI: 10.1037/A0036607  0.324
2014 Brusco MJ, Steinley D. Model selection for minimum-diameter partitioning. British Journal of Mathematical and Statistical Psychology. 67: 471-495. PMID 24192201 DOI: 10.1111/Bmsp.12029  0.407
2014 Jackson KM, Bucholz KK, Wood PK, Steinley D, Grant JD, Sher KJ. Towards the characterization and validation of alcohol use disorder subtypes: integrating consumption and symptom data. Psychological Medicine. 44: 143-59. PMID 23551901 DOI: 10.1017/S0033291713000573  0.35
2013 Brusco M, Doreian P, Steinley D, Satornino CB. Multiobjective blockmodeling for social network analysis. Psychometrika. 78: 498-525. PMID 25106397 DOI: 10.1007/S11336-012-9313-1  0.314
2013 Littlefield AK, Vergés A, Rosinski JM, Steinley D, Sher KJ. Motivational typologies of drinkers: Do enhancement and coping drinkers form two distinct groups? Addiction. 108: 497-503. PMID 22994420 DOI: 10.1111/J.1360-0443.2012.04090.X  0.42
2013 Brusco M, Doreian P, Mrvar A, Steinley D. An Exact Algorithm For Blockmodeling Of Two-Mode Network Data Journal of Mathematical Sociology. 37: 61-84. DOI: 10.1080/0022250X.2011.597278  0.305
2013 Brusco MJ, Doreian P, Lloyd P, Steinley DL. A variable neighborhood search method for a two-mode blockmodeling problem in social network analysis Network Science. 1: 191-212. DOI: 10.1017/Nws.2013.5  0.316
2013 Brusco MJ, Köhn H, Steinley DL. Exact and approximate methods for a one-dimensional minimax bin-packing problem Annals of Operations Research. 206: 611-626. DOI: 10.1007/S10479-012-1175-5  0.364
2012 Brusco MJ, Steinley D. A note on the estimation of the Pareto efficient set for multiobjective matrix permutation problems. British Journal of Mathematical and Statistical Psychology. 65: 145-162. PMID 21711346 DOI: 10.1111/J.2044-8317.2011.02021.X  0.335
2012 Brusco MJ, Steinley D, Cradit JD, Singh R. Emergent clustering methods for empirical OM research Journal of Operations Management. 30: 454-466. DOI: 10.1016/J.Jom.2012.06.001  0.37
2011 Brusco M, Steinley D. A Tabu-Search Heuristic for Deterministic Two-Mode Blockmodeling of Binary Network Matrices Psychometrika. 76: 612-633. PMID 27519683 DOI: 10.1007/S11336-011-9221-9  0.346
2011 Steinley D, Brusco MJ. Choosing the number of clusters in Κ-means clustering. Psychological Methods. 16: 285-297. PMID 21728423 DOI: 10.1037/A0023346  0.375
2011 Martin CS, Steinley DL, Vergés A, Sher KJ. The proposed 2/11 symptom algorithm for DSM-5 substance-use disorders is too lenient. Psychological Medicine. 41: 2008-10. PMID 21557890 DOI: 10.1017/S0033291711000717  0.373
2011 Steinley D, Brusco MJ. Evaluating mixture modeling for clustering: recommendations and cautions. Psychological Methods. 16: 63-79. PMID 21319900 DOI: 10.1037/A0022673  0.394
2011 Sher KJ, Jackson KM, Steinley D. Alcohol use trajectories and the ubiquitous cat's cradle: cause for concern? Journal of Abnormal Psychology. 120: 322-35. PMID 21319874 DOI: 10.1037/A0021813  0.323
2011 Brusco M, Doreian P, Mrvar A, Steinley D. Two Algorithms for Relaxed Structural Balance Partitioning: Linking Theory, Models, and Data to Understand Social Network Phenomena Sociological Methods & Research. 40: 57-87. DOI: 10.1177/0049124110384947  0.316
2011 Steinley D, Brusco MJ. K-Means Clustering and Mixture Model Clustering: Reply to McLachlan (2011) and Vermunt (2011) Psychological Methods. 16: 89-92. DOI: 10.1037/A0022679  0.4
2011 Brusco MJ, Steinley D. Exact and approximate algorithms for variable selection in linear discriminant analysis Computational Statistics & Data Analysis. 55: 123-131. DOI: 10.1016/J.Csda.2010.05.027  0.331
2011 Steinley D, Brusco MJ, Wasserman S. Clusterwise p* models for social network analysis Statistical Analysis and Data Mining. 4: 487-496. DOI: 10.1002/Sam.10139  0.334
2010 Vergés A, Steinley D, Trull TJ, Sher KJ. It's the algorithm! Why differential rates of chronicity and comorbidity are not evidence for the validity of the abuse-dependence distinction. Journal of Abnormal Psychology. 119: 650-61. PMID 20853915 DOI: 10.1037/A0020116  0.391
2010 Brusco M, Steinley D. K-balance partitioning: an exact method with applications to generalized structural balance and other psychological contexts. Psychological Methods. 15: 145-157. PMID 20515236 DOI: 10.1037/A0017738  0.329
2010 Köhn HF, Steinley D, Brusco MJ. The p-median model as a tool for clustering psychological data. Psychological Methods. 15: 87-95. PMID 20230105 DOI: 10.1037/A0018535  0.374
2010 Brusco MJ, Steinley D. Neighborhood search heuristics for selecting hierarchically well-formulated subsets in polynomial regression Naval Research Logistics. 57: 33-44. DOI: 10.1002/Nav.20380  0.344
2009 Brusco MJ, Steinley D. Integer Programs for One- and Two-Mode Blockmodeling Based on Prespecified Image Matrices for Structural and Regular Equivalence. Journal of Mathematical Psychology. 53: 577-585. PMID 29769750 DOI: 10.1016/J.Jmp.2009.08.003  0.314
2009 Brusco MJ, Steinley D. Cross validation issues in multiobjective clustering. British Journal of Mathematical and Statistical Psychology. 62: 349-368. PMID 19055857 DOI: 10.1348/000711008X304385  0.351
2009 Brusco MJ, Steinley DL, Cradit JD. An Exact Algorithm for Hierarchically Well-Formulated Subsets in Second-Order Polynomial Regression Technometrics. 51: 306-315. DOI: 10.1198/Tech.2009.08022  0.318
2009 Brusco MJ, Singh R, Steinley D. Variable Neighborhood Search Heuristics For Selecting A Subset Of Variables In Principal Component Analysis Psychometrika. 74: 705-726. DOI: 10.1007/S11336-009-9130-3  0.327
2008 Steinley D, Brusco MJ. A New Variable Weighting and Selection Procedure for K-means Cluster Analysis. Multivariate Behavioral Research. 43: 77-108. PMID 26788973 DOI: 10.1080/00273170701836695  0.325
2008 Steinley D. Stability analysis in K‐means clustering British Journal of Mathematical and Statistical Psychology. 61: 255-273. PMID 17535479 DOI: 10.1348/000711007X184849  0.39
2008 Steinley D, Hubert L. Order-Constrained Solutions in K-Means Clustering: Even Better Than Being Globally Optimal Psychometrika. 73: 647-664. DOI: 10.1007/S11336-008-9058-Z  0.629
2008 Steinley D, Brusco MJ. Selection Of Variables In Cluster Analysis : An Empirical Comparison Of Eight Procedures Psychometrika. 73: 125-144. DOI: 10.1007/S11336-007-9019-Y  0.366
2008 Brusco MJ, Steinley D. A Binary Integer Program to Maximize the Agreement Between Partitions Journal of Classification. 25: 185-193. DOI: 10.1007/S00357-008-9013-9  0.389
2007 Brusco MJ, Steinley D. Exact and approximate algorithms for part-machine clustering based on a relationship between interval graphs and Robinson matrices Iie Transactions. 39: 925-935. DOI: 10.1080/07408170701411393  0.338
2007 Brusco M, Steinley D. A variable neighborhood search method for generalized blockmodeling of two-mode binary matrices Journal of Mathematical Psychology. 51: 325-338. DOI: 10.1016/J.Jmp.2007.07.001  0.39
2007 Brusco MJ, Steinley D. A Comparison of Heuristic Procedures for Minimum within-Cluster Sums of Squares Partitioning. Psychometrika. 72: 583-600. DOI: 10.1007/S11336-007-9013-4  0.407
2007 Steinley D. Validating clusters with the lower bound for sum-of-squares error Psychometrika. 72: 93-106. DOI: 10.1007/S11336-003-1272-1  0.352
2007 Steinley D, Brusco MJ. Initializing K-means Batch Clustering: A Critical Evaluation of Several Techniques Journal of Classification. 24: 99-121. DOI: 10.1007/S00357-007-0003-0  0.373
2006 Brusco MJ, Steinley D. Clustering, seriation, and subset extraction of confusion data. Psychological Methods. 11: 271-286. PMID 16953705 DOI: 10.1037/1082-989X.11.3.271  0.338
2006 Steinley D. Profiling local optima in K-means clustering: developing a diagnostic technique. Psychological Methods. 11: 178-192. PMID 16784337 DOI: 10.1037/1082-989X.11.2.178  0.398
2006 Steinley D. K‐means clustering: A half‐century synthesis British Journal of Mathematical and Statistical Psychology. 59: 1-34. PMID 16709277 DOI: 10.1348/000711005X48266  0.349
2006 Brusco M, Steinley D. Inducing a blockmodel structure of two-mode binary data using seriation procedures Journal of Mathematical Psychology. 50: 468-477. DOI: 10.1016/J.Jmp.2006.05.005  0.321
2005 Steinley D, Henson R. OCLUS: An analytic method for generating clusters with known overlap Journal of Classification. 22: 221-250. DOI: 10.1007/S00357-005-0015-6  0.4
2004 Steinley D. Properties of the Hubert-Arable Adjusted Rand Index. Psychological Methods. 9: 386-396. PMID 15355155 DOI: 10.1037/1082-989X.9.3.386  0.388
2003 Steinley D. Local optima in K-means clustering: what you don't know may hurt you. Psychological Methods. 8: 294-304. PMID 14596492 DOI: 10.1037/1082-989X.8.3.294  0.37
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