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Top Articles

#TitleJournalYearCitations
1Cutoff criteria for fit indexes in covariance structure analysis: Conventional criteria versus new alternativesStructural Equation Modeling199969,701
2The Measurement of Observer Agreement for Categorical DataBiometrics197755,540
3Fitting Linear Mixed-Effects Models Usinglme4Journal of Statistical Software201551,305
4Nonparametric Estimation from Incomplete ObservationsJournal of the American Statistical Association195842,634
5Estimating the Dimension of a ModelAnnals of Statistics197833,253
6The central role of the propensity score in observational studies for causal effectsBiometrika198321,591
7Multiple Range and Multiple F TestsBiometrics195517,123
8Comparing the Areas under Two or More Correlated Receiver Operating Characteristic Curves: A Nonparametric ApproachBiometrics198816,564
9The measurement of observer agreement for categorical dataBiometrics197716,399
10Longitudinal data analysis using generalized linear modelsBiometrika198615,204
11The Elements of Statistical LearningSpringer Series in Statistics200914,554
12Hierarchical Grouping to Optimize an Objective FunctionJournal of the American Statistical Association196314,513
13Distribution of the Estimators for Autoregressive Time Series with a Unit RootJournal of the American Statistical Association197914,276
14On Information and SufficiencyAnnals of Mathematical Statistics195114,169
15lavaan: AnRPackage for Structural Equation ModelingJournal of Statistical Software201214,037
16Greedy function approximation: A gradient boosting machine.Annals of Statistics200113,968
17An analysis of variance test for normality (complete samples)Biometrika196513,862
18Operating Characteristics of a Rank Correlation Test for Publication BiasBiometrics199413,306
19Regularization and variable selection via the elastic netJournal of the Royal Statistical Society Series B: Statistical Methodology200512,982
20Fast unfolding of communities in large networksJournal of Statistical Mechanics: Theory and Experiment200812,786
21A Tutorial on Support Vector Machines for Pattern RecognitionData Mining and Knowledge Discovery199812,673
22Bootstrap Methods: Another Look at the JackknifeAnnals of Statistics197912,510
23Testing for a unit root in time series regressionBiometrika198812,419
24lmerTest Package: Tests in Linear Mixed Effects ModelsJournal of Statistical Software201712,283
25Bayes FactorsJournal of the American Statistical Association199511,852
26Inference from Iterative Simulation Using Multiple SequencesStatistical Science199211,419
27Monte Carlo sampling methods using Markov chains and their applicationsBiometrika197011,125
28Conducting Meta-Analyses inRwith themetaforPackageJournal of Statistical Software201010,560
29Evaluating Goodness-of-Fit Indexes for Testing Measurement InvarianceStructural Equation Modeling200210,537
30A Proportional Hazards Model for the Subdistribution of a Competing RiskJournal of the American Statistical Association199910,534
31Regularization Paths for Generalized Linear Models via Coordinate DescentJournal of Statistical Software201010,210
32Simultaneous Inference in General Parametric ModelsBiometrical Journal200810,085
33Trim and Fill: A Simple Funnel-Plot-Based Method of Testing and Adjusting for Publication Bias in Meta-AnalysisBiometrics200010,009
34Linear Models and Empirical Bayes Methods for Assessing Differential Expression in Microarray ExperimentsStatistical Applications in Genetics and Molecular Biology20049,992
35The Elements of Statistical LearningSpringer Series in Statistics20019,764
36On a Test of Whether one of Two Random Variables is Stochastically Larger than the OtherAnnals of Mathematical Statistics19479,763
37Bayesian measures of model complexity and fitJournal of the Royal Statistical Society Series B: Statistical Methodology20029,644
38Exploration, normalization, and summaries of high density oligonucleotide array probe level dataBiostatistics20039,603
39The FAIR Guiding Principles for scientific data management and stewardshipScientific Data20168,670
40MAXIMUM LIKELIHOOD ESTIMATION AND INFERENCE ON COINTEGRATION — WITH APPLICATIONS TO THE DEMAND FOR MONEYOxford Bulletin of Economics and Statistics19908,592
41Estimates of the Regression Coefficient Based on Kendall's TauJournal of the American Statistical Association19688,518
42A tutorial on support vector regressionStatistics and Computing20048,373
43Robust Locally Weighted Regression and Smoothing ScatterplotsJournal of the American Statistical Association19798,341
44Use of Ranks in One-Criterion Variance AnalysisJournal of the American Statistical Association19528,277
45Nonparametric Estimation from Incomplete ObservationsSpringer Series in Statistics19928,195
46On Estimation of a Probability Density Function and ModeAnnals of Mathematical Statistics19627,906
47The control of the false discovery rate in multiple testing under dependencyAnnals of Statistics20017,759
48Deciding on the Number of Classes in Latent Class Analysis and Growth Mixture Modeling: A Monte Carlo Simulation StudyStructural Equation Modeling20077,452
49Algorithm AS 136: A K-Means Clustering AlgorithmJournal of the Royal Statistical Society Series C: Applied Statistics19797,334
50Measuring agreement in method comparison studiesStatistical Methods in Medical Research19997,294
51Inference and missing dataBiometrika19767,293
52Random-Effects Models for Longitudinal DataBiometrics19827,192
53Ridge Regression: Biased Estimation for Nonorthogonal ProblemsTechnometrics19707,181
54A tutorial on spectral clusteringStatistics and Computing20076,927
55Longitudinal Data Analysis for Discrete and Continuous OutcomesBiometrics19866,703
56Ideal spatial adaptation by wavelet shrinkageBiometrika19946,703
57Comparing the areas under two or more correlated receiver operating characteristic curves: a nonparametric approachBiometrics19886,633
58Sensitivity of Goodness of Fit Indexes to Lack of Measurement InvarianceStructural Equation Modeling20076,550
59Least angle regressionAnnals of Statistics20046,530
60Adjusting batch effects in microarray expression data using empirical Bayes methodsBiostatistics20076,399
61A Concordance Correlation Coefficient to Evaluate ReproducibilityBiometrics19896,227
62Variable Selection via Nonconcave Penalized Likelihood and its Oracle PropertiesJournal of the American Statistical Association20016,083
63Comparing partitionsJournal of Classification19856,043
64An Efficient Method of Estimating Seemingly Unrelated Regressions and Tests for Aggregation BiasJournal of the American Statistical Association19625,928
65A Stochastic Approximation MethodAnnals of Mathematical Statistics19515,858
66Regularization Paths for Generalized Linear Models via Coordinate DescentJournal of Statistical Software20105,775
67Operating characteristics of a rank correlation test for publication biasBiometrics19945,751
68FactoMineR: AnRPackage for Multivariate AnalysisJournal of Statistical Software20085,743
69R: A Language for Data Analysis and GraphicsJournal of Computational and Graphical Statistics19965,725
70Multivariate Adaptive Regression SplinesAnnals of Statistics19915,677
71A Test of Missing Completely at Random for Multivariate Data with Missing ValuesJournal of the American Statistical Association19885,575
72mice: Multivariate Imputation by Chained Equations inRJournal of Statistical Software20115,536
73Distribution of the Estimators for Autoregressive Time Series With a Unit RootJournal of the American Statistical Association19795,454
74Dynamic Conditional CorrelationJournal of Business and Economic Statistics20025,401
75Upper and Lower Probabilities Induced by a Multivalued MappingAnnals of Mathematical Statistics19675,397
76glmmTMB Balances Speed and Flexibility Among Packages for Zero-inflated Generalized Linear Mixed ModelingR Journal20175,354
77Comparison of Three Methods for Selecting Values of Input Variables in the Analysis of Output from a Computer CodeTechnometrics19795,265
78NOTES ON CONTINUOUS STOCHASTIC PHENOMENABiometrika19505,240
79Sampling-Based Approaches to Calculating Marginal DensitiesJournal of the American Statistical Association19905,179
80Statistical Power Analysis for the Behavioral Sciences (2nd ed.).Journal of the American Statistical Association19895,150
81Regression Models and Life-TablesSpringer Series in Statistics19925,103
82The Adaptive Lasso and Its Oracle PropertiesJournal of the American Statistical Association20065,060
83Regression Modeling StrategiesSpringer Series in Statistics20014,997
84R: A Language for Data Analysis and GraphicsJournal of Computational and Graphical Statistics19964,989
85Regression and time series model selection in small samplesBiometrika19894,978
86A Multiple Comparison Procedure for Comparing Several Treatments with a ControlJournal of the American Statistical Association19554,976
87Probability, Random Variables, and Stochastic Processes.Journal of the American Statistical Association19844,967
88Building Predictive Models inRUsing thecaretPackageJournal of Statistical Software20084,915
89Additive logistic regression: a statistical view of boosting (With discussion and a rejoinder by the authors)Annals of Statistics20004,905
90To Parcel or Not to Parcel: Exploring the Question, Weighing the MeritsStructural Equation Modeling20024,859
91Robust Estimation of a Location ParameterAnnals of Mathematical Statistics19644,834
92Model selection and estimation in regression with grouped variablesJournal of the Royal Statistical Society Series B: Statistical Methodology20064,736
93Fast Stable Restricted Maximum Likelihood and Marginal Likelihood Estimation of Semiparametric Generalized Linear ModelsJournal of the Royal Statistical Society Series B: Statistical Methodology20114,688
94Stochastic gradient boostingComputational Statistics and Data Analysis20024,655
95Probability Inequalities for Sums of Bounded Random VariablesJournal of the American Statistical Association19634,652
96Reversible jump Markov chain Monte Carlo computation and Bayesian model determinationBiometrika19954,638
97A General Framework for Weighted Gene Co-Expression Network AnalysisStatistical Applications in Genetics and Molecular Biology20054,608
98Bootstrap Methods for Standard Errors, Confidence Intervals, and Other Measures of Statistical AccuracyStatistical Science19864,547
99A direct approach to false discovery ratesJournal of the Royal Statistical Society Series B: Statistical Methodology20024,501
100In Search of Golden Rules: Comment on Hypothesis-Testing Approaches to Setting Cutoff Values for Fit Indexes and Dangers in Overgeneralizing Hu and Bentler's (1999) FindingsStructural Equation Modeling20044,501