Internal and external validation of predictive models: a simulation study of bias and precision in small samples

scientific article published on May 2003

Internal and external validation of predictive models: a simulation study of bias and precision in small samples is …
instance of (P31):
scholarly articleQ13442814

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P356DOI10.1016/S0895-4356(03)00047-7
P8608Fatcat IDrelease_b5b26isc4ngtjd3iazegsjtrre
P698PubMed publication ID12812818
P5875ResearchGate publication ID10702563

P50authorEwout W. SteyerbergQ37828851
Henriette A MollQ89456788
P2093author name stringDiederick E Grobbee
Karel G M Moons
Sacha E Bleeker
P2860cites workStepwise selection in small data sets: a simulation study of bias in logistic regression analysisQ30582469
Prognostic modelling with logistic regression analysis: a comparison of selection and estimation methods in small data sets.Q30594368
Prognostic models based on literature and individual patient data in logistic regression analysisQ31456278
Assessing the generalizability of prognostic informationQ33540894
What do we mean by validating a prognostic model?Q33849998
Predictive value of statistical modelsQ38025098
Multivariable prognostic models: issues in developing models, evaluating assumptions and adequacy, and measuring and reducing errorsQ39605793
External validation is necessary in prediction research: a clinical exampleQ40549827
Probabilistic prediction in patient management and clinical trialsQ43950188
Regression modelling strategies for improved prognostic predictionQ44912226
Internal validation of predictive models: efficiency of some procedures for logistic regression analysis.Q52933297
Improvements on Cross-Validation: The .632+ Bootstrap MethodQ56019665
A note on a general definition of the coefficient of determinationQ56505617
Validation techniques for logistic regression modelsQ68020911
Bootstrap investigation of the stability of a Cox regression modelQ69532872
Advances in statistical methodology for the evaluation of diagnostic and laboratory testsQ72040949
Validation, calibration, revision and combination of prognostic survival modelsQ73310678
P433issue5
P921main subjectbiasQ742736
P304page(s)441-447
P577publication date2003-05-01
P1433published inJournal of Clinical EpidemiologyQ6294959
P1476titleInternal and external validation of predictive models: a simulation study of bias and precision in small samples
P478volume56

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