# | Title | Journal | Year | Citations |
---|
1 | Cutoff criteria for fit indexes in covariance structure analysis: Conventional criteria versus new alternatives | Structural Equation Modeling | 1999 | 69,701 |
2 | The Measurement of Observer Agreement for Categorical Data | Biometrics | 1977 | 55,540 |
3 | Fitting Linear Mixed-Effects Models Usinglme4 | Journal of Statistical Software | 2015 | 51,305 |
4 | Nonparametric Estimation from Incomplete Observations | Journal of the American Statistical Association | 1958 | 42,634 |
5 | Estimating the Dimension of a Model | Annals of Statistics | 1978 | 33,253 |
6 | The central role of the propensity score in observational studies for causal effects | Biometrika | 1983 | 21,591 |
7 | Multiple Range and Multiple F Tests | Biometrics | 1955 | 17,123 |
8 | Comparing the Areas under Two or More Correlated Receiver Operating Characteristic Curves: A Nonparametric Approach | Biometrics | 1988 | 16,564 |
9 | The measurement of observer agreement for categorical data | Biometrics | 1977 | 16,399 |
10 | Longitudinal data analysis using generalized linear models | Biometrika | 1986 | 15,204 |
11 | The Elements of Statistical Learning | Springer Series in Statistics | 2009 | 14,554 |
12 | Hierarchical Grouping to Optimize an Objective Function | Journal of the American Statistical Association | 1963 | 14,513 |
13 | Distribution of the Estimators for Autoregressive Time Series with a Unit Root | Journal of the American Statistical Association | 1979 | 14,276 |
14 | On Information and Sufficiency | Annals of Mathematical Statistics | 1951 | 14,169 |
15 | lavaan: AnRPackage for Structural Equation Modeling | Journal of Statistical Software | 2012 | 14,037 |
16 | Greedy function approximation: A gradient boosting machine. | Annals of Statistics | 2001 | 13,968 |
17 | An analysis of variance test for normality (complete samples) | Biometrika | 1965 | 13,862 |
18 | Operating Characteristics of a Rank Correlation Test for Publication Bias | Biometrics | 1994 | 13,306 |
19 | Regularization and variable selection via the elastic net | Journal of the Royal Statistical Society Series B: Statistical Methodology | 2005 | 12,982 |
20 | Fast unfolding of communities in large networks | Journal of Statistical Mechanics: Theory and Experiment | 2008 | 12,786 |
21 | Bootstrap Methods: Another Look at the Jackknife | Annals of Statistics | 1979 | 12,510 |
22 | Testing for a unit root in time series regression | Biometrika | 1988 | 12,419 |
23 | lmerTest Package: Tests in Linear Mixed Effects Models | Journal of Statistical Software | 2017 | 12,283 |
24 | Bayes Factors | Journal of the American Statistical Association | 1995 | 11,852 |
25 | Inference from Iterative Simulation Using Multiple Sequences | Statistical Science | 1992 | 11,419 |
26 | Monte Carlo sampling methods using Markov chains and their applications | Biometrika | 1970 | 11,125 |
27 | Conducting Meta-Analyses inRwith themetaforPackage | Journal of Statistical Software | 2010 | 10,560 |
28 | Evaluating Goodness-of-Fit Indexes for Testing Measurement Invariance | Structural Equation Modeling | 2002 | 10,537 |
29 | A Proportional Hazards Model for the Subdistribution of a Competing Risk | Journal of the American Statistical Association | 1999 | 10,534 |
30 | Regularization Paths for Generalized Linear Models via Coordinate Descent | Journal of Statistical Software | 2010 | 10,210 |
31 | Simultaneous Inference in General Parametric Models | Biometrical Journal | 2008 | 10,085 |
32 | Trim and Fill: A Simple Funnel-Plot-Based Method of Testing and Adjusting for Publication Bias in Meta-Analysis | Biometrics | 2000 | 10,009 |
33 | Linear Models and Empirical Bayes Methods for Assessing Differential Expression in Microarray Experiments | Statistical Applications in Genetics and Molecular Biology | 2004 | 9,992 |
34 | The Elements of Statistical Learning | Springer Series in Statistics | 2001 | 9,764 |
35 | On a Test of Whether one of Two Random Variables is Stochastically Larger than the Other | Annals of Mathematical Statistics | 1947 | 9,763 |
36 | Bayesian measures of model complexity and fit | Journal of the Royal Statistical Society Series B: Statistical Methodology | 2002 | 9,644 |
37 | Exploration, normalization, and summaries of high density oligonucleotide array probe level data | Biostatistics | 2003 | 9,603 |
38 | The FAIR Guiding Principles for scientific data management and stewardship | Scientific Data | 2016 | 8,670 |
39 | MAXIMUM LIKELIHOOD ESTIMATION AND INFERENCE ON COINTEGRATION — WITH APPLICATIONS TO THE DEMAND FOR MONEY | Oxford Bulletin of Economics and Statistics | 1990 | 8,592 |
40 | Estimates of the Regression Coefficient Based on Kendall's Tau | Journal of the American Statistical Association | 1968 | 8,518 |
41 | A tutorial on support vector regression | Statistics and Computing | 2004 | 8,373 |
42 | Robust Locally Weighted Regression and Smoothing Scatterplots | Journal of the American Statistical Association | 1979 | 8,341 |
43 | Use of Ranks in One-Criterion Variance Analysis | Journal of the American Statistical Association | 1952 | 8,277 |
44 | Nonparametric Estimation from Incomplete Observations | Springer Series in Statistics | 1992 | 8,195 |
45 | On Estimation of a Probability Density Function and Mode | Annals of Mathematical Statistics | 1962 | 7,906 |
46 | The control of the false discovery rate in multiple testing under dependency | Annals of Statistics | 2001 | 7,759 |
47 | Deciding on the Number of Classes in Latent Class Analysis and Growth Mixture Modeling: A Monte Carlo Simulation Study | Structural Equation Modeling | 2007 | 7,452 |
48 | Algorithm AS 136: A K-Means Clustering Algorithm | Journal of the Royal Statistical Society Series C: Applied Statistics | 1979 | 7,334 |
49 | Measuring agreement in method comparison studies | Statistical Methods in Medical Research | 1999 | 7,294 |
50 | Inference and missing data | Biometrika | 1976 | 7,293 |
51 | Random-Effects Models for Longitudinal Data | Biometrics | 1982 | 7,192 |
52 | Ridge Regression: Biased Estimation for Nonorthogonal Problems | Technometrics | 1970 | 7,181 |
53 | A tutorial on spectral clustering | Statistics and Computing | 2007 | 6,927 |
54 | Longitudinal Data Analysis for Discrete and Continuous Outcomes | Biometrics | 1986 | 6,703 |
55 | Ideal spatial adaptation by wavelet shrinkage | Biometrika | 1994 | 6,703 |
56 | Comparing the areas under two or more correlated receiver operating characteristic curves: a nonparametric approach | Biometrics | 1988 | 6,633 |
57 | Sensitivity of Goodness of Fit Indexes to Lack of Measurement Invariance | Structural Equation Modeling | 2007 | 6,550 |
58 | Least angle regression | Annals of Statistics | 2004 | 6,530 |
59 | Adjusting batch effects in microarray expression data using empirical Bayes methods | Biostatistics | 2007 | 6,399 |
60 | A Concordance Correlation Coefficient to Evaluate Reproducibility | Biometrics | 1989 | 6,227 |
61 | Variable Selection via Nonconcave Penalized Likelihood and its Oracle Properties | Journal of the American Statistical Association | 2001 | 6,083 |
62 | Comparing partitions | Journal of Classification | 1985 | 6,043 |
63 | An Efficient Method of Estimating Seemingly Unrelated Regressions and Tests for Aggregation Bias | Journal of the American Statistical Association | 1962 | 5,928 |
64 | A Stochastic Approximation Method | Annals of Mathematical Statistics | 1951 | 5,858 |
65 | Regularization Paths for Generalized Linear Models via Coordinate Descent | Journal of Statistical Software | 2010 | 5,775 |
66 | Operating characteristics of a rank correlation test for publication bias | Biometrics | 1994 | 5,751 |
67 | FactoMineR: AnRPackage for Multivariate Analysis | Journal of Statistical Software | 2008 | 5,743 |
68 | R: A Language for Data Analysis and Graphics | Journal of Computational and Graphical Statistics | 1996 | 5,725 |
69 | Multivariate Adaptive Regression Splines | Annals of Statistics | 1991 | 5,677 |
70 | A Test of Missing Completely at Random for Multivariate Data with Missing Values | Journal of the American Statistical Association | 1988 | 5,575 |
71 | mice: Multivariate Imputation by Chained Equations inR | Journal of Statistical Software | 2011 | 5,536 |
72 | Distribution of the Estimators for Autoregressive Time Series With a Unit Root | Journal of the American Statistical Association | 1979 | 5,454 |
73 | Dynamic Conditional Correlation | Journal of Business and Economic Statistics | 2002 | 5,401 |
74 | Upper and Lower Probabilities Induced by a Multivalued Mapping | Annals of Mathematical Statistics | 1967 | 5,397 |
75 | glmmTMB Balances Speed and Flexibility Among Packages for Zero-inflated Generalized Linear Mixed Modeling | R Journal | 2017 | 5,354 |
76 | Comparison of Three Methods for Selecting Values of Input Variables in the Analysis of Output from a Computer Code | Technometrics | 1979 | 5,265 |
77 | NOTES ON CONTINUOUS STOCHASTIC PHENOMENA | Biometrika | 1950 | 5,240 |
78 | Sampling-Based Approaches to Calculating Marginal Densities | Journal of the American Statistical Association | 1990 | 5,179 |
79 | Statistical Power Analysis for the Behavioral Sciences (2nd ed.). | Journal of the American Statistical Association | 1989 | 5,150 |
80 | Regression Models and Life-Tables | Springer Series in Statistics | 1992 | 5,103 |
81 | The Adaptive Lasso and Its Oracle Properties | Journal of the American Statistical Association | 2006 | 5,060 |
82 | Regression Modeling Strategies | Springer Series in Statistics | 2001 | 4,997 |
83 | R: A Language for Data Analysis and Graphics | Journal of Computational and Graphical Statistics | 1996 | 4,989 |
84 | Regression and time series model selection in small samples | Biometrika | 1989 | 4,978 |
85 | A Multiple Comparison Procedure for Comparing Several Treatments with a Control | Journal of the American Statistical Association | 1955 | 4,976 |
86 | Probability, Random Variables, and Stochastic Processes. | Journal of the American Statistical Association | 1984 | 4,967 |
87 | Building Predictive Models inRUsing thecaretPackage | Journal of Statistical Software | 2008 | 4,915 |
88 | Additive logistic regression: a statistical view of boosting (With discussion and a rejoinder by the authors) | Annals of Statistics | 2000 | 4,905 |
89 | To Parcel or Not to Parcel: Exploring the Question, Weighing the Merits | Structural Equation Modeling | 2002 | 4,859 |
90 | Robust Estimation of a Location Parameter | Annals of Mathematical Statistics | 1964 | 4,834 |
91 | Model selection and estimation in regression with grouped variables | Journal of the Royal Statistical Society Series B: Statistical Methodology | 2006 | 4,736 |
92 | Fast Stable Restricted Maximum Likelihood and Marginal Likelihood Estimation of Semiparametric Generalized Linear Models | Journal of the Royal Statistical Society Series B: Statistical Methodology | 2011 | 4,688 |
93 | Stochastic gradient boosting | Computational Statistics and Data Analysis | 2002 | 4,655 |
94 | Probability Inequalities for Sums of Bounded Random Variables | Journal of the American Statistical Association | 1963 | 4,652 |
95 | Reversible jump Markov chain Monte Carlo computation and Bayesian model determination | Biometrika | 1995 | 4,638 |
96 | A General Framework for Weighted Gene Co-Expression Network Analysis | Statistical Applications in Genetics and Molecular Biology | 2005 | 4,608 |
97 | Bootstrap Methods for Standard Errors, Confidence Intervals, and Other Measures of Statistical Accuracy | Statistical Science | 1986 | 4,547 |
98 | A direct approach to false discovery rates | Journal of the Royal Statistical Society Series B: Statistical Methodology | 2002 | 4,501 |
99 | In 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) Findings | Structural Equation Modeling | 2004 | 4,501 |
100 | On a measure of lack of fit in time series models | Biometrika | 1978 | 4,489 |