On the role of benchmarking data sets and simulations in method comparison studies (Englisch)
- Neue Suche nach: Friedrich, Sarah
- Neue Suche nach: Friede, Tim
- Neue Suche nach: Friedrich, Sarah
- Neue Suche nach: Friede, Tim
In:
Biometrical Journal
;
66
, 1
;
2024
- Aufsatz (Zeitschrift) / Elektronische Ressource
-
Titel:On the role of benchmarking data sets and simulations in method comparison studies
-
Beteiligte:Friedrich, Sarah ( Autor:in ) / Friede, Tim ( Autor:in )
-
Erschienen in:Biometrical Journal ; 66, 1
-
Verlag:
-
Erscheinungsdatum:01.01.2024
-
Format / Umfang:15 pages
-
ISSN:
-
DOI:
-
Medientyp:Aufsatz (Zeitschrift)
-
Format:Elektronische Ressource
-
Sprache:Englisch
-
Schlagwörter:
-
Datenquelle:
Inhaltsverzeichnis – Band 66, Ausgabe 1
Zeige alle Jahrgänge und Ausgaben
Die Inhaltsverzeichnisse werden automatisch erzeugt und basieren auf den im Index des TIB-Portals verfügbaren Einzelnachweisen der enthaltenen Beiträge. Die Anzeige der Inhaltsverzeichnisse kann daher unvollständig oder lückenhaft sein.
-
Pitfalls and potentials in simulation studies: Questionable research practices in comparative simulation studies allow for spurious claims of superiority of any methodPawel, Samuel / Kook, Lucas / Reeve, Kelly et al. | 2024
-
Phases of methodological research in biostatistics—Building the evidence base for new methodsHeinze, Georg / Boulesteix, Anne‐Laure / Kammer, Michael / Morris, Tim P. / White, Ian R. / the Simulation Panel of the STRATOS initiative et al. | 2024
-
On the role of benchmarking data sets and simulations in method comparison studiesFriedrich, Sarah / Friede, Tim et al. | 2024
-
Editorial Board: Biometrical Journal 1'24| 2024
-
Impact of the matching algorithm on the treatment effect estimate: A neutral comparison studyHeinz, Priska / Wendel‐Garcia, Pedro David / Held, Ulrike et al. | 2024
-
Comparing linear discriminant analysis and supervised learning algorithms for binary classification—A method comparison studyGraf, Ricarda / Zeldovich, Marina / Friedrich, Sarah et al. | 2024
-
The Bayesian simulation study (BASIS) framework for simulation studies in statistical and methodological researchKelter, Riko et al. | 2024
-
A neutral comparison of statistical methods for analyzing longitudinally measured ordinal outcomes in rare diseasesGeroldinger, Martin / Verbeeck, Johan / Thiel, Konstantin E. / Molenberghs, Geert / Bathke, Arne C. / Laimer, Martin / Zimmermann, Georg et al. | 2024
-
Leveraging baseline covariates to analyze small cluster‐randomized trials with a rare binary outcomeZhu, Angela Y. / Mitra, Nandita / Hemming, Karla / Harhay, Michael O. / Li, Fan et al. | 2024
-
Regularized parametric survival modeling to improve risk prediction modelsHoogland, J. / Debray, T. P. A. / Crowther, M. J. / Riley, R. D. / IntHout, J. / Reitsma, J. B. / Zwinderman, A. H. et al. | 2024
-
Multiple testing of composite null hypotheses for discrete data using randomized p‐valuesOchieng, Daniel / Hoang, Anh‐Tuan / Dickhaus, Thorsten et al. | 2024
-
Decoupling power and type I error rate considerations when incorporating historical control data using a test‐then‐pool approachOkada, Kazufumi / Tanaka, Shiro / Matsubayashi, Jun / Takahashi, Keita / Yokota, Isao et al. | 2024
-
Drug combinations screening using a Bayesian ranking approach based on dose–response modelsBoumendil, Luana / Fontaine, Morgane / Lévy, Vincent / Pacchiardi, Kim / Itzykson, Raphaël / Biard, Lucie et al. | 2024
-
Against the “one method fits all data sets” philosophy for comparison studies in methodological researchStrobl, Carolin / Leisch, Friedrich et al. | 2024
-
A comparison of full model specification and backward elimination of potential confounders when estimating marginal and conditional causal effects on binary outcomes from observational dataLuijken, Kim / Groenwold, Rolf H. H. / van Smeden, Maarten / Strohmaier, Susanne / Heinze, Georg et al. | 2024
-
A new method for clustered survival data: Estimation of treatment effect heterogeneity and variable selectionHu, Liangyuan et al. | 2024
-
Mediation analysis with case–control sampling: Identification and estimation in the presence of a binary mediatorDoretti, Marco / Genbäck, Minna / Stanghellini, Elena et al. | 2024
-
Parametric modal regression with error in covariatesLiu, Qingyang / Huang, Xianzheng et al. | 2024
-
Toward a standardized evaluation of imputation methodologyOberman, Hanne I. / Vink, Gerko et al. | 2024
-
Explaining the optimistic performance evaluation of newly proposed methods: A cross‐design validation experimentNießl, Christina / Hoffmann, Sabine / Ullmann, Theresa / Boulesteix, Anne‐Laure et al. | 2024
-
A comparative study of in vitro dose–response estimation under extreme observationsFang, Xinying / Zhou, Shouhao et al. | 2024
-
Surrogacy validation for time‐to‐event outcomes with illness‐death frailty modelsRoberts, Emily K. / Elliott, Michael R. / Taylor, Jeremy M. G. et al. | 2024
-
A comparison of strategies for selecting auxiliary variables for multiple imputationMainzer, Rheanna M. / Nguyen, Cattram D. / Carlin, John B. / Moreno‐Betancur, Margarita / White, Ian R. / Lee, Katherine J. et al. | 2024
-
Designing multicenter individually randomized group treatment trialsTong, Guangyu / Tong, Jiaqi / Li, Fan et al. | 2024
-
Comment on Oberman & Vink: Should we fix or simulate the complete data in simulation studies evaluating missing data methods?Morris, Tim P. / White, Ian R. / Cro, Suzie / Bartlett, Jonathan W. / Carpenter, James R. / Pham, Tra My et al. | 2024
-
Multivariate joint model under competing risks to predict death of hospitalized patients for SARS‐CoV‐2 infectionLavalley‐Morelle, Alexandra / Peiffer‐Smadja, Nathan / Gressens, Simon B. / Souhail, Bérénice / Lahens, Alexandre / Bounhiol, Agathe / Lescure, François‐Xavier / Mentré, France / Mullaert, Jimmy et al. | 2024
-
Bayesian dose escalation with overdose and underdose control utilizing all toxicities in Phase I/II clinical trialsTu, Jieqi / Chen, Zhengjia et al. | 2024
-
Online false discovery rate control for LORD++ and SAFFRON under positive, local dependenceFisher, Aaron et al. | 2024
-
Bayesian optimal stepped wedge designSingh, Satya Prakash et al. | 2024
-
A Bayesian hierarchical approach to account for evidence and uncertainty in the modeling of infectious diseases: An application to COVID‐19Rehms, Raphael / Ellenbach, Nicole / Rehfuess, Eva / Burns, Jacob / Mansmann, Ulrich / Hoffmann, Sabine et al. | 2024
-
Robust incorporation of historical information with known type I error rate inflationCalderazzo, Silvia / Wiesenfarth, Manuel / Kopp‐Schneider, Annette et al. | 2024
-
A platform for comparing subgroup identification methodologiesRuberg, Stephen / Zhang, Ying / Showalter, Hollins / Shen, Lei et al. | 2024
-
Neutralise: An open science initiative for neutral comparison of two‐sample testsKodalci, Leyla / Thas, Olivier et al. | 2024
-
Analysis of survival data with nonproportional hazards: A comparison of propensity‐score‐weighted methodsHandorf, Elizabeth A. / Smaldone, Marc C. / Movva, Sujana / Mitra, Nandita et al. | 2024
-
A neutral comparison of algorithms to minimize L0 penalties for high‐dimensional variable selectionFrommlet, Florian et al. | 2024
-
Finite mixtures in capture–recapture surveys for modeling residency patterns in marine wildlife populationsCaruso, Gianmarco / Alaimo Di Loro, Pierfrancesco / Mingione, Marco / Tardella, Luca / Pace, Daniela Silvia / Jona Lasinio, Giovanna et al. | 2024
-
Relative likelihood ratios for neutral comparisons of statistical tests in simulation studiesHuang, Qiuxi / Trinquart, Ludovic et al. | 2024
-
Comparison of likelihood penalization and variance decomposition approaches for clinical prediction models: A simulation studyLohmann, Anna / Groenwold, Rolf H. H. / van Smeden, Maarten et al. | 2024
-
Variable selection in linear regression models: Choosing the best subset is not always the best choiceHanke, Moritz / Dijkstra, Louis / Foraita, Ronja / Didelez, Vanessa et al. | 2024
-
CITIES: Clinical trials with intercurrent events simulatorWahab, Ahmad Hakeem Abdul / Qu, Yongming / Michiels, Hege / Luo, Junxiang / Zhuang, Run / McDaniel, Dominique / Xi, Dong / Polverejan, Elena / Gilbert, Steven / Ruberg, Stephen et al. | 2024
-
Estimation of odds ratio from group testing data with misclassified exposureRoy, Surupa / Adhya, Sumanta / Rana, Subrata et al. | 2024
-
Comparing algorithms for characterizing treatment effect heterogeneity in randomized trialsSun, Sophie / Sechidis, Konstantinos / Chen, Yao / Lu, Jiarui / Ma, Chong / Mirshani, Ardalan / Ohlssen, David / Vandemeulebroecke, Marc / Bornkamp, Björn et al. | 2024
-
Addressing unmeasured confounders in cohort studies: Instrumental variable method for a time‐fixed exposure on an outcome trajectoryLe Bourdonnec, Kateline / Samieri, Cécilia / Tzourio, Christophe / Mura, Thibault / Mishra, Aniket / Trégouët, David‐Alexandre / Proust‐Lima, Cécile et al. | 2024