Rand R. Wilcox - Publications

Affiliations: 
Psychology University of Southern California, Los Angeles, CA, United States 
Area:
Statistics, Psychometrics Psychology

84 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
2020 Wilcox RR. Inferences about which of J dependent groups has the largest robust measure of location. The British Journal of Mathematical and Statistical Psychology. PMID 32369607 DOI: 10.1111/bmsp.12205  0.325
2020 Wilcox R. Bivariate Analogs of the Wilcoxon–Mann–Whitney Test and the Patel–Hoel Method for Interactions Journal of Modern Applied Statistical Methods. 18: 2-14. DOI: 10.22237/jmasm/1556669880  0.341
2019 Wilcox R. Logistic Regression: An Inferential Method for Identifying the Best Predictors Journal of Modern Applied Statistical Methods. 17. DOI: 10.22237/JMASM/1551906905  0.347
2019 Wilcox R. Robust ANCOVA, Curvature, and the Curse of Dimensionality Journal of Modern Applied Statistical Methods. 17. DOI: 10.22237/JMASM/1551906370  0.31
2018 Wilcox RR. Robust regression: Testing global hypotheses about the slopes when there is multicollinearity or heteroscedasticity. The British Journal of Mathematical and Statistical Psychology. PMID 30468247 DOI: 10.1111/bmsp.12152  0.317
2018 Wilcox R, Peterson TJ, McNitt-Gray JL. Data Analyses When Sample Sizes Are Small: Modern Advances for Dealing With Outliers, Skewed Distributions, and Heteroscedasticity. Journal of Applied Biomechanics. 1-4. PMID 30045651 DOI: 10.1123/jab.2017-0269  0.326
2018 Wilcox R. Inferences Based on Robust Regression Estimators When There Is Multicolinearity Advances in Social Sciences Research Journal. 5. DOI: 10.14738/Assrj.55.4492  0.428
2017 Multach M, Wilcox R. Some Results on a Wilcoxon--Mann--Whitney Approach to Interactions in a Two-Way ANOVA Design. Advances in Social Sciences Research Journal. 4. DOI: 10.14738/Assrj.420.3774  0.47
2016 Estévez-Pérez G, Andrade JM, Wilcox RR. Bootstrap Approach To Compare the Slopes of Two Calibrations When Few Standards Are Available. Analytical Chemistry. 88: 2289-95. PMID 26751504 DOI: 10.1021/acs.analchem.5b04004  0.328
2016 Wilcox RR. Robust regression: an inferential method for determining which independent variables are most important Journal of Applied Statistics. 45: 100-111. DOI: 10.1080/02664763.2016.1268105  0.302
2016 Wilcox RR. Comparisons of two quantile regression smoothers Journal of Modern Applied Statistical Methods. 15: 62-77.  0.306
2015 Wilcox RR. Within groups analysis of covariance: Multiple comparisons at specified design points using a robust measure location when there is curvature Journal of Statistical Computation and Simulation. 85: 3236-3246. DOI: 10.1080/00949655.2014.962536  0.322
2015 Wilcox RR, Ma J. Heteroscedastic methods for performing all pairwise comparisons of regression lines associated with J independent groups Methodology. 11: 110-115. DOI: 10.1027/1614-2241/a000097  0.323
2014 Wilcox RR, Clark F. Heteroscedastic Global Tests that the Regression Parameters for Two or More Independent Groups are Identical Communications in Statistics - Simulation and Computation. 44: 773-786. DOI: 10.1080/03610918.2013.784986  0.311
2014 Wilcox RR, Erceg-Hurn DM, Clark F, Carlson M. Comparing two independent groups via the lower and upper quantiles Journal of Statistical Computation and Simulation. 84: 1543-1551. DOI: 10.1080/00949655.2012.754026  0.376
2014 Wilcox RR, Clark F. Comparing robust regression lines associated with two dependent groups when there is heteroscedasticity Computational Statistics. 1-12. DOI: 10.1007/S00180-014-0485-2  0.36
2013 Wilcox RR, Vigen C, Clark F, Carlson M. Comparing discrete distributions when the sample space is small Universitas Psychologica. 12: 1583-1595. DOI: 10.11144/Javeriana.UPSY12-5.cdds  0.37
2013 Ozdemir AF, Wilcox RR, Yildiztepe E. Comparing measures of location: Some small-sample results when distributions differ in Skewness and kurtosis under heterogeneity of variances Communications in Statistics: Simulation and Computation. 42: 407-424. DOI: 10.1080/03610918.2011.636163  0.338
2012 Wilcox RR, Keselman HJ. MODERN REGRESSION METHODS THAT CAN SUBSTANTIALLY INCREASE POWER AND PROVIDE A MORE ACCURATE UNDERSTANDING OF ASSOCIATIONS. European Journal of Personality. 26: 165-174. PMID 23626402 DOI: 10.1002/per.860  0.375
2012 Tian TS, James GM, Wilcox RR. A multivariate adaptive stochastic search method for dimensionality reduction in classification Annals of Applied Statistics. 6: 340-365. DOI: 10.1214/09-Aoas284  0.414
2012 Wilcox RR, Erceg-Hurn DM. Comparing two dependent groups via quantiles Journal of Applied Statistics. 39: 2655-2664. DOI: 10.1080/02664763.2012.724665  0.353
2012 Wilcox RR. Introduction to Robust Estimation and Hypothesis Testing Introduction to Robust Estimation and Hypothesis Testing 0.358
2011 Wilcox RR. Comparing the strength of association of two predictors via smoothers or robust regression estimators Journal of Modern Applied Statistical Methods. 10: 8-18.  0.368
2010 Wilcox RR. Measuring and detecting associations: methods based on robust regression estimators or smoothers that allow curvature. The British Journal of Mathematical and Statistical Psychology. 63: 379-93. PMID 20021728 DOI: 10.1348/000711009X467618  0.316
2010 Ng M, Wilcox RR. Comparing the regression slopes of independent groups. The British Journal of Mathematical and Statistical Psychology. 63: 319-40. PMID 19807946 DOI: 10.1348/000711009X456845  0.358
2010 Wilcox RR. Fundamentals of modern statistical methods: Substantially improving power and accuracy Fundamentals of Modern Statistical Methods: Substantially Improving Power and Accuracy. 1-249. DOI: 10.1007/978-1-4419-5525-8  0.337
2010 Tian TS, Wilcox RR, James GM. Data reduction in classification: A simulated annealing based projection method Statistical Analysis and Data Mining. 3: 319-331. DOI: 10.1002/Sam.V3:5  0.43
2009 Wilcox RR. Robust ANCOVA using a smoother with bootstrap bagging. The British Journal of Mathematical and Statistical Psychology. 62: 427-37. PMID 18652737 DOI: 10.1348/000711008X325300  0.436
2009 Wilcox RR. Comparing robust measures of association estimated via a smoother Communications in Statistics: Simulation and Computation. 38: 1969-1979. DOI: 10.1080/03610910903180640  0.303
2009 Ng M, Wilcox RR. Level robust methods based on the least squares regression estimator Journal of Modern Applied Statistical Methods. 8: 384-395.  0.338
2008 Keselman HJ, Algina J, Lix LM, Wilcox RR, Deering KN. A generally robust approach for testing hypotheses and setting confidence intervals for effect sizes. Psychological Methods. 13: 110-29. PMID 18557681 DOI: 10.1037/1082-989X.13.2.110  0.37
2008 Wilcox RR. Robust principal components: a generalized variance perspective. Behavior Research Methods. 40: 102-8. PMID 18411532 DOI: 10.3758/BRM.40.1.102  0.302
2008 Wilcox RR, Tian T. Comparing dependent correlations. The Journal of General Psychology. 135: 105-12. PMID 18318411 DOI: 10.3200/GENP.135.1.105-112  0.38
2008 Wilcox RR. Some small-sample properties of some recently proposed multivariate outlier detection techniques Journal of Statistical Computation and Simulation. 78: 701-712. DOI: 10.1080/00949650701245041  0.309
2007 Keselman HJ, Wilcox RR, Lix LM, Algina J, Fradette K. Adaptive robust estimation and testing. The British Journal of Mathematical and Statistical Psychology. 60: 267-93. PMID 17971270 DOI: 10.1348/000711005X63755  0.335
2007 Wilcox RR. Robust ANCOVA: Some small-sample results when there are multiple groups and multiple covariates Journal of Applied Statistics. 34: 353-364. DOI: 10.1080/02664760601005053  0.374
2007 Wilcox RR, Sheather S, Brunner E, Schimek MG. Nonparametric and Robust Methods Computational Statistics and Data Analysis. 51: 5010-5012. DOI: 10.1016/J.Csda.2006.10.026  0.328
2007 Wilcox RR. An omnibus test when using a regression estimator with multiple predictors Journal of Modern Applied Statistical Methods. 6: 361-366.  0.353
2006 Wilcox RR, Keselman HJ. Detecting heteroscedasticity in a simple regression model via quantile regression slopes Journal of Statistical Computation and Simulation. 76: 705-712. DOI: 10.1080/10629360500107923  0.358
2006 Wilcox RR. Some results on comparing the quantiles of dependent groups Communications in Statistics: Simulation and Computation. 35: 893-900. DOI: 10.1080/03610910600880260  0.344
2006 Wilcox RR. Comparing medians Computational Statistics and Data Analysis. 51: 1934-1943. DOI: 10.1016/j.csda.2005.12.008  0.386
2006 Wilcox RR. Pairwise comparisons of dependent groups based on medians Computational Statistics and Data Analysis. 50: 2933-2941. DOI: 10.1016/j.csda.2005.04.017  0.332
2006 Wilcox RR. Inferences about the components of a generalized additive model Journal of Modern Applied Statistical Methods. 5: 309-316.  0.355
2006 Wilcox RR. ANCOVA: A robust omnibus test based on selected design points Journal of Modern Applied Statistical Methods. 5: 13-20.  0.402
2005 Wilcox RR. An approach to ANCOVA that allows multiple covariates, nonlinearity, and heteroscedasticity Educational and Psychological Measurement. 65: 442-450. DOI: 10.1177/0013164404268670  0.307
2005 Wilcox RR. A comparison of six smoothers when there are multiple predictors Statistical Methodology. 2: 49-57. DOI: 10.1016/j.stamet.2004.11.004  0.352
2005 Wilcox RR. Within by within ANOVA based on medians Journal of Modern Applied Statistical Methods. 4: 2-10.  0.399
2004 Othman AR, Keselman HJ, Padmanabhan AR, Wilcox RR, Fradette K. Comparing measures of the 'typical' score across treatment groups. The British Journal of Mathematical and Statistical Psychology. 57: 215-34. PMID 15511305 DOI: 10.1348/0007110042307159  0.367
2003 Wilcox RR, Keselman HJ. Modern robust data analysis methods: measures of central tendency. Psychological Methods. 8: 254-74. PMID 14596490 DOI: 10.1037/1082-989X.8.3.254  0.339
2003 Keselman HJ, Wilcox RR, Lix LM. A generally robust approach to hypothesis testing in independent and correlated groups designs. Psychophysiology. 40: 586-96. PMID 14570166 DOI: 10.1111/1469-8986.00060  0.383
2003 Wilcox RR. Multiple hypothesis testing based on the ordinary least squares regression estimator when there is heteroscedasticity Educational and Psychological Measurement. 63: 758-764. DOI: 10.1177/0095399703258230  0.34
2003 Wilcox RR. Multiple comparisons based on a modified one-step M-estimator Journal of Applied Statistics. 30: 1231-1241. DOI: 10.1080/0266476032000137463  0.323
2003 Wilcox RR. Two-sample, bivariate hypothesis testing methods based on Tukey's depth Multivariate Behavioral Research. 38: 225-246.  0.404
2002 Wilcox RR. Comparing the variances of two independent groups. The British Journal of Mathematical and Statistical Psychology. 55: 169-75. PMID 12034018 DOI: 10.1348/000711002159635  0.315
2002 Keselman HJ, Cribbie RA, Wilcox RR. Pairwise multiple comparison tests when data are nonnormal Educational and Psychological Measurement. 62: 420-434. DOI: 10.1177/00164402062003002  0.341
2002 Wilcox RR. Multiple comparisons among dependent groups based on a modified one-step M-estimator Biometrical Journal. 44: 466-477. DOI: 10.1002/1521-4036(200206)44:4<466::AID-BIMJ466>3.0.CO;2-H  0.365
2002 Wilcox RR, Keselman HJ. Within groups multiple comparisons based on robust measures of location Journal of Modern Applied Statistical Methods. 1: 281-287.  0.305
2001 Wilcox RR. Pairwise comparisons of trimmed means for two or more groups Psychometrika. 66: 343-356.  0.354
2000 Keselman HJ, Kowalchuk RK, Algina J, Lix LM, Wilcox RR. Testing treatment effects in repeated measures designs: trimmed means and bootstrapping. The British Journal of Mathematical and Statistical Psychology. 53: 175-91. PMID 11109703 DOI: 10.1348/000711000159286  0.365
2000 Keselman HJ, Kowalchuk RK, Algina J, Lix LM, Wilcox RR. Testing treatment effects in repeated measures designs: Trimmed means and bootstrapping British Journal of Mathematical and Statistical Psychology. 53: 175-191.  0.365
2000 Wilcox RR. Some exploratory methods for studying curvature in robust regression Biometrical Journal. 42: 335-347.  0.345
2000 Wilcox RR. Rank-based tests for interactions in a two-way design when there are ties British Journal of Mathematical and Statistical Psychology. 53: 145-153.  0.482
1999 Keselman HJ, Wilcox RR. The 'improved' Brown and Forsythe test for mean equality: Some things can't be fixed Communications in Statistics Part B: Simulation and Computation. 28: 687-698.  0.387
1999 Wilcox RR. Testing Hypotheses about Regression Parameters When the Error Term Is Heteroscedastic Biometrical Journal. 41: 411-426.  0.308
1999 Wilcox RR, Muska J. Tests of hypotheses about regression parameters when using a robust estimator Communications in Statistics - Theory and Methods. 28: 2201-2212.  0.346
1998 Wilcox RR, Keselman HJ, Kowalchuk RK. Can tests for treatment group equality be improved?: The bootstrap and trimmed means conjecture British Journal of Mathematical and Statistical Psychology. 51: 123-134.  0.323
1998 Wilcox RR. The goals and strategies of robust methods British Journal of Mathematical and Statistical Psychology. 51: 1-39.  0.383
1998 Wilcox RR. How Many Discoveries Have Been Lost by Ignoring Modern Statistical Methods? American Psychologist. 53: 300-314.  0.361
1997 Wilcox RR. Pairwise comparisons using trimmed means or M-estimators when working with dependent groups Biometrical Journal. 39: 677-688.  0.308
1997 Wilcox RR. Tests of independence and zero correlations among P random variables Biometrical Journal. 39: 183-193.  0.314
1997 Wilcox RR. ANCOVA based on comparing a robust measure of location at empirically determined design points British Journal of Mathematical and Statistical Psychology. 50: 93-103.  0.327
1997 Wilcox RR. A bootstrap modification of the Alexander-Govern anova method, plus comments on comparing trimmed means Educational and Psychological Measurement. 57: 655-665.  0.341
1996 Wilcox RR. Confidence intervals for the slope of a regression line when the error term has nonconstant variance Computational Statistics and Data Analysis. 22: 89-98. DOI: 10.1016/0167-9473(95)00038-0  0.361
1996 Wilcox RR. A review of some recent developments in robust regression British Journal of Mathematical and Statistical Psychology. 49: 253-274.  0.369
1996 Wilcox RR. Confidence intervals for two robust regression lines with a heteroscedastic error term British Journal of Mathematical and Statistical Psychology. 49: 163-170.  0.326
1996 Wilcox RR. Estimation in the simple linear regression model when there is heteroscedasticity of unknown form Communications in Statistics - Theory and Methods. 25: 1305-1324.  0.336
1996 Wilcox RR. A note on testing hypotheses about trimmed means Biometrical Journal. 38: 173-180.  0.301
1995 Wilcox RR. ANOVA: A Paradigm for Low Power and Misleading Measures of Effect Size? Review of Educational Research. 65: 51-77. DOI: 10.3102/00346543065001051  0.301
1995 Wilcox RR. Testing the Hypothesis of Independence Between Two Sets of Variates Multivariate Behavioral Research. 30: 213-225. DOI: 10.1207/s15327906mbr3002_5  0.363
1995 Wilcox RR. ANOVA: The practical importance of heteroscedastic methods, using trimmed means versus means, and designing simulation studies British Journal of Mathematical and Statistical Psychology. 48: 99-114. DOI: 10.1111/j.2044-8317.1995.tb01052.x  0.356
1995 Wilcox RR. Some small-sample results on a bounded influence rank regression method Communications in Statistics - Theory and Methods. 24: 881-888. DOI: 10.1080/03610929508831528  0.3
1994 Wilcox RR. A one-way random effects model for trimmed means Psychometrika. 59: 289-306. DOI: 10.1007/BF02296126  0.307
1992 Wilcox RR. Comparing one-step m-estimators of location corresponding to two independent groups Psychometrika. 57: 141-154. DOI: 10.1007/BF02294663  0.31
1990 Wilcox RR. Comparing variances and means when distributions have non-identical shapes Communications in Statistics - Simulation and Computation. 19: 155-173. DOI: 10.1080/03610919008812850  0.315
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