# | Title | Journal | Year | Citations |
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1 | Quantifying heterogeneity in a meta-analysis | Statistics in Medicine | 2002 | 26,845 |
2 | Multiple imputation using chained equations: Issues and guidance for practice | Statistics in Medicine | 2011 | 6,168 |
3 | Evaluating the added predictive ability of a new marker: From area under the ROC curve to reclassification and beyond | Statistics in Medicine | 2008 | 5,331 |
4 | Balance diagnostics for comparing the distribution of baseline covariates between treatment groups in propensity‐score matched samples | Statistics in Medicine | 2009 | 4,077 |
5 | THE LASSO METHOD FOR VARIABLE SELECTION IN THE COX MODEL | Statistics in Medicine | 1997 | 3,038 |
6 | Mendelian randomization: Using genes as instruments for making causal inferences in epidemiology | Statistics in Medicine | 2008 | 2,716 |
7 | Moving towards best practice when using inverse probability of treatment weighting (IPTW) using the propensity score to estimate causal treatment effects in observational studies | Statistics in Medicine | 2015 | 2,704 |
8 | More powerful procedures for multiple significance testing | Statistics in Medicine | 1990 | 2,402 |
9 | How should meta-regression analyses be undertaken and interpreted? | Statistics in Medicine | 2002 | 2,399 |
10 | Smoothing reference centile curves: The lms method and penalized likelihood | Statistics in Medicine | 1992 | 2,291 |
11 | Flexible regression models with cubic splines | Statistics in Medicine | 1989 | 2,142 |
12 | Extensions of net reclassification improvement calculations to measure usefulness of new biomarkers | Statistics in Medicine | 2011 | 1,989 |
13 | Surrogate endpoints in clinical trials: Definition and operational criteria | Statistics in Medicine | 1989 | 1,807 |
14 | Combination of direct and indirect evidence in mixed treatment comparisons | Statistics in Medicine | 2004 | 1,797 |
15 | A modified test for small-study effects in meta-analyses of controlled trials with binary endpoints | Statistics in Medicine | 2006 | 1,794 |
16 | Scaling regression inputs by dividing by two standard deviations | Statistics in Medicine | 2008 | 1,763 |
17 | Tutorial in biostatistics: competing risks and multi-state models | Statistics in Medicine | 2007 | 1,719 |
18 | Dichotomizing continuous predictors in multiple regression: a bad idea | Statistics in Medicine | 2006 | 1,711 |
19 | Checking consistency in mixed treatment comparison meta‐analysis | Statistics in Medicine | 2010 | 1,691 |
20 | A wilcoxon-type test for trend | Statistics in Medicine | 1985 | 1,582 |
21 | The BUGS project: Evolution, critique and future directions | Statistics in Medicine | 2009 | 1,564 |
22 | Estimating regression models with unknown break-points | Statistics in Medicine | 2003 | 1,551 |
23 | A COMPARISON OF GOODNESS-OF-FIT TESTS FOR THE LOGISTIC REGRESSION MODEL | Statistics in Medicine | 1997 | 1,503 |
24 | A solution to the problem of separation in logistic regression | Statistics in Medicine | 2002 | 1,492 |
25 | Regression modelling strategies for improved prognostic prediction | Statistics in Medicine | 1984 | 1,486 |
26 | Distributed lag non‐linear models | Statistics in Medicine | 2010 | 1,444 |
27 | What to add to nothing? Use and avoidance of continuity corrections in meta-analysis of sparse data | Statistics in Medicine | 2004 | 1,376 |
28 | Advanced methods in meta-analysis: multivariate approach and meta-regression | Statistics in Medicine | 2002 | 1,343 |
29 | Presentation of multivariate data for clinical use: The Framingham Study risk score functions | Statistics in Medicine | 2004 | 1,302 |
30 | Comments on ‘Integrated discrimination and net reclassification improvements—Practical advice’ | Statistics in Medicine | 2008 | 1,299 |
31 | Improved tests for a random effects meta-regression with a single covariate | Statistics in Medicine | 2003 | 1,277 |
32 | Spatial disease clusters: Detection and inference | Statistics in Medicine | 1995 | 1,269 |
33 | OverallC as a measure of discrimination in survival analysis: model specific population value and confidence interval estimation | Statistics in Medicine | 2004 | 1,264 |
34 | Dose‐response analyses using restricted cubic spline functions in public health research | Statistics in Medicine | 2010 | 1,249 |
35 | Multiple imputation in health-are databases: An overview and some applications | Statistics in Medicine | 1991 | 1,248 |
36 | Combining independent studies of a diagnostic test into a summary roc curve: Data-analytic approaches and some additional considerations | Statistics in Medicine | 1993 | 1,238 |
37 | A hierarchical regression approach to meta-analysis of diagnostic test accuracy evaluations | Statistics in Medicine | 2001 | 1,205 |
38 | Stratification and weighting via the propensity score in estimation of causal treatment effects: a comparative study | Statistics in Medicine | 2004 | 1,163 |
39 | A simple method for converting an odds ratio to effect size for use in meta-analysis | Statistics in Medicine | 2000 | 1,089 |
40 | A comparison of methods to detect publication bias in meta-analysis | Statistics in Medicine | 2001 | 1,074 |
41 | Flexible parametric proportional-hazards and proportional-odds models for censored survival data, with application to prognostic modelling and estimation of treatment effects | Statistics in Medicine | 2002 | 1,062 |
42 | A breast cancer prediction model incorporating familial and personal risk factors | Statistics in Medicine | 2004 | 1,052 |
43 | The use of propensity score methods with survival or time‐to‐event outcomes: reporting measures of effect similar to those used in randomized experiments | Statistics in Medicine | 2014 | 1,050 |
44 | Controlling the risk of spurious findings from meta-regression | Statistics in Medicine | 2004 | 1,048 |
45 | Estimating and comparing time‐dependent areas under receiver operating characteristic curves for censored event times with competing risks | Statistics in Medicine | 2013 | 1,010 |
46 | A critical appraisal of propensity‐score matching in the medical literature between 1996 and 2003 | Statistics in Medicine | 2008 | 994 |
47 | Network meta-analysis for indirect treatment comparisons | Statistics in Medicine | 2002 | 985 |
48 | A framework for the investigation of pleiotropy in two‐sample summary data Mendelian randomization | Statistics in Medicine | 2017 | 975 |
49 | On the C‐statistics for evaluating overall adequacy of risk prediction procedures with censored survival data | Statistics in Medicine | 2011 | 972 |
50 | A tutorial on propensity score estimation for multiple treatments using generalized boosted models | Statistics in Medicine | 2013 | 943 |