• Using ordinal logistic regression to estimate the likelihood of colorectal neoplasia

    Type Journal Article
    Author Scott R. Brazer
    Author Frank S. Pancotto
    Author Thomas T. Long III
    Author Frank E. Harrell
    Author Kerry L. Lee
    Author Malcolm P. Tyor
    Author David B. Pryor
    Volume 44
    Pages 1263-1270
    Publication J Clin Epi
    Date 1991
    Extra Citation Key: bra91usi tex.citeulike-article-id= 13263795 tex.posted-at= 2014-07-14 14:09:23 tex.priority= 0
    Date Added 7/7/2018, 1:38:33 PM
    Modified 11/8/2019, 8:01:59 AM

    Tags:

    • teaching-mds
    • multivariable-modelling
    • nomogram
    • ordinal-logistic-model
    • ordinal-response
    • tutorial

  • Predicting clinical states in individual patients

    Type Journal Article
    Author L. E. Braitman
    Author F. Davidoff
    Volume 125
    Pages 406-412
    Publication Ann Int Med
    Date 1996
    Extra Citation Key: bra96pre tex.citeulike-article-id= 13263797 tex.posted-at= 2014-07-14 14:09:23 tex.priority= 0
    Date Added 7/7/2018, 1:38:33 PM
    Modified 11/8/2019, 8:01:59 AM

    Tags:

    • teaching-mds
    • multivariable-modeling
    • reporting-statistical-results

  • Survival analysis in observational studies

    Type Journal Article
    Author Kate Bull
    Author David Spiegelhalter
    Volume 16
    Pages 1041-1074
    Publication Stat Med
    Date 1997
    Extra Citation Key: bul97sur tex.citeulike-article-id= 13263830 tex.posted-at= 2014-07-14 14:09:24 tex.priority= 0
    Date Added 7/7/2018, 1:38:33 PM
    Modified 11/8/2019, 8:01:59 AM

    Tags:

    • teaching
    • survival-analysis
    • time-origin
    • teaching-mds
    • tutorial
    • multivariable-modeling
    • glossary
    • informative-censoring
    • logistic-models-for-survival
    • observational-study
    • reporting
    • warnings-in-using-time-dependent-covariables-to-analysis-treatment-effects

  • Assessing the generalizability of prognostic information

    Type Journal Article
    Author Amy C. Justice
    Author Kenneth E. Covinsky
    Author Jesse A. Berlin
    Volume 130
    Pages 515-524
    Publication Ann Int Med
    Date 1999
    Extra Citation Key: jus99ass tex.citeulike-article-id= 13265148 tex.posted-at= 2014-07-14 14:09:50 tex.priority= 0
    Date Added 7/7/2018, 1:38:33 PM
    Modified 11/8/2019, 8:01:59 AM

    Tags:

    • survival-analysis
    • teaching-mds
    • multivariable-modeling
    • validation
    • reporting
    • external-validation
    • validation-criteria
    • prognosis
    • generalizability

  • Multivariable analysis: A primer for readers of medical research

    Type Journal Article
    Author Mitchell H. Katz
    URL http://dx.doi.org/10.7326/0003-4819-138-8-200304150-00012
    Volume 138
    Pages 644-650
    Publication Ann Int Med
    Date 2003
    Extra Citation Key: kat03mul tex.citeulike-article-id= 13265324 tex.citeulike-linkout-0= http://dx.doi.org/10.7326/0003-4819-138-8-200304150-00012 tex.posted-at= 2014-07-14 14:09:54 tex.priority= 0
    DOI 10.7326/0003-4819-138-8-200304150-00012
    Date Added 7/7/2018, 1:38:33 PM
    Modified 11/8/2019, 8:01:59 AM

    Tags:

    • teaching-mds
    • multivariable-modeling

    Notes:

    • good descriptions and background to modeling;bad advice on categorizing continuous variables and not enough warning about stepwise variable selection;slight error in discussing independent censoring

  • Clinical prediction rules: A review and suggested modifications of methodological standards

    Type Journal Article
    Author Andreas Laupacis
    Author Nandita Sekar
    Author Ian G. Stiell
    URL http://dx.doi.org/10.1001/jama.277.6.488
    Volume 277
    Pages 488-494
    Publication JAMA
    Date 1997
    Extra Citation Key: lau97cli tex.citeulike-article-id= 13264467 tex.citeulike-linkout-0= http://dx.doi.org/10.1001/jama.277.6.488 tex.posted-at= 2014-07-14 14:09:36 tex.priority= 0
    DOI 10.1001/jama.277.6.488
    Date Added 7/7/2018, 1:38:33 PM
    Modified 11/8/2019, 8:01:59 AM

    Tags:

    • teaching-mds
    • multivariable-modeling
    • clinical-prediction

    Notes:

    • ROC curves are not of interest to clinicians;debate about choosing a rule with sensitivity of 1.0;use of probabilities instead of classifications;reporting of statistical results

  • Multivariable prognostic models: Issues in developing models, evaluating assumptions and adequacy, and measuring and reducing errors

    Type Journal Article
    Author Frank E. Harrell
    Author Kerry L. Lee
    Author Daniel B. Mark
    Volume 15
    Pages 361-387
    Publication Stat Med
    Date 1996
    Extra Citation Key: har96mul tex.citeulike-article-id= 13264256 tex.posted-at= 2014-07-14 14:09:31 tex.priority= 0
    Date Added 7/7/2018, 1:38:33 PM
    Modified 11/8/2019, 8:01:59 AM

    Tags:

    • predictive-accuracy
    • teaching-mds
    • multivariable-modeling
    • validation
    • calibration

  • The SUPPORT prognostic model: Objective estimates of survival for seriously ill hospitalized adults

    Type Journal Article
    Author W. A. Knaus
    Author F. E. Harrell
    Author J. Lynn
    Author L. Goldman
    Author R. S. Phillips
    Author A. F. Connors
    Author N. V. Dawson
    Author W. J. Fulkerson
    Author R. M. Califf
    Author N. Desbiens
    Author P. Layde
    Author R. K. Oye
    Author P. E. Bellamy
    Author R. B. Hakim
    Author D. P. Wagner
    URL http://dx.doi.org/10.7326/0003-4819-122-3-199502010-00007
    Volume 122
    Pages 191-203
    Publication Ann Int Med
    Date 1995
    Extra Citation Key: kna95sup tex.citeulike-article-id= 13264411 tex.citeulike-linkout-0= http://dx.doi.org/10.7326/0003-4819-122-3-199502010-00007 tex.posted-at= 2014-07-14 14:09:34 tex.priority= 0
    DOI 10.7326/0003-4819-122-3-199502010-00007
    Date Added 7/7/2018, 1:38:33 PM
    Modified 11/8/2019, 8:01:59 AM

    Tags:

    • survival-analysis
    • teaching-mds
    • multivariable-modeling
    • validation
    • reporting
    • model-validation
    • prognostic-model
    • clinical-prediction
    • spline-examples

  • Multivariable Analysis

    Type Book
    Author Alvan R. Feinstein
    Place New Haven, Connecticut
    Publisher Yale University Press
    Date 1996
    Extra Citation Key: fei96mul tex.citeulike-article-id= 13264069 tex.posted-at= 2014-07-14 14:09:28 tex.priority= 0
    Date Added 7/7/2018, 1:38:33 PM
    Modified 11/8/2019, 8:01:59 AM

    Tags:

    • teaching-mds
    • multivariable-modeling
    • interpretation-of-parameters

  • The risk of determining risk with multivariable models

    Type Journal Article
    Author J. Concato
    Author A. R. Feinstein
    Author T. R. Holford
    Volume 118
    Pages 201-210
    Publication Ann Int Med
    Date 1993
    Extra Citation Key: con93ris tex.citeulike-article-id= 13263913 tex.posted-at= 2014-07-14 14:09:25 tex.priority= 0
    Date Added 7/7/2018, 1:38:33 PM
    Modified 11/8/2019, 8:01:59 AM

    Tags:

    • teaching-mds
    • multivariable-modeling
    • reporting
    • statistical-results