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Volumn 49, Issue 12, 1996, Pages 1373-1379

A simulation study of the number of events per variable in logistic regression analysis

Author keywords

Bias; Monte Carlo; Precision; Significance testing

Indexed keywords

ACCURACY; ARTICLE; HEART DISEASE; HUMAN; MAJOR CLINICAL STUDY; MORTALITY; PREDICTION; PRIORITY JOURNAL; PROBABILITY; REGRESSION ANALYSIS; RISK ASSESSMENT; STATISTICAL MODEL; SYSTEM ANALYSIS; VARIANCE;

EID: 0030474271     PISSN: 08954356     EISSN: None     Source Type: Journal    
DOI: 10.1016/S0895-4356(96)00236-3     Document Type: Article
Times cited : (6051)

References (14)
  • 1
    • 0027534004 scopus 로고
    • The risk of determining risk with multivariable models
    • 1. Concato J, Feinstein AR, Holford TR. The risk of determining risk with multivariable models. Ann Int Med 1993; 118: 201-210.
    • (1993) Ann Int Med , vol.118 , pp. 201-210
    • Concato, J.1    Feinstein, A.R.2    Holford, T.R.3
  • 2
    • 0021857146 scopus 로고
    • Regression models for prognostic prediction: Advantages, problems and suggested solutions
    • 2. Harrel F, Lee KL, Matchar DB, Reichert TA. Regression models for prognostic prediction: Advantages, problems and suggested solutions. Cancer Treatment Reports 1985; 69: 1071-1077.
    • (1985) Cancer Treatment Reports , vol.69 , pp. 1071-1077
    • Harrel, F.1    Lee, K.L.2    Matchar, D.B.3    Reichert, T.A.4
  • 3
    • 0001061391 scopus 로고
    • Return to a note on screening regression equations
    • 3. Freedman LS, Pee D. Return to a note on screening regression equations. Am Statistician 1989; 43: 279-282.
    • (1989) Am Statistician , vol.43 , pp. 279-282
    • Freedman, L.S.1    Pee, D.2
  • 4
    • 0029584326 scopus 로고
    • The importance of events per independent variable (EPV) in proportional hazards analysis: I. Background, goals and general strategy
    • 4. Concato J, Peduzzi P, Holford TR, Feinstein AR. The importance of events per independent variable (EPV) in proportional hazards analysis: I. Background, goals and general strategy. J Clin Epidemiol 1995; 48: 1495-1501.
    • (1995) J Clin Epidemiol , vol.48 , pp. 1495-1501
    • Concato, J.1    Peduzzi, P.2    Holford, T.R.3    Feinstein, A.R.4
  • 5
    • 0029613841 scopus 로고
    • The importance of events per independent variable (EPV) in proportional hazards regression analysis: II. Accuracy and precision of regression estimates
    • 5. Peduzzi P, Concato J, Feinstein AR, Holford TR. The importance of events per independent variable (EPV) in proportional hazards regression analysis: II. Accuracy and precision of regression estimates. J Clin Epidemiol 1995; 48: 1503-1510.
    • (1995) J Clin Epidemiol , vol.48 , pp. 1503-1510
    • Peduzzi, P.1    Concato, J.2    Feinstein, A.R.3    Holford, T.R.4
  • 6
    • 0017877594 scopus 로고
    • Are there two logistic regressions for retrospective studies?
    • 6. Breslow N, Powers W. Are there two logistic regressions for retrospective studies? Biometrics 1978; 34: 100-105.
    • (1978) Biometrics , vol.34 , pp. 100-105
    • Breslow, N.1    Powers, W.2
  • 8
    • 84950622021 scopus 로고
    • EDF statistics for goodness of fit and some comparisons
    • 8. Stephens MA. EDF statistics for goodness of fit and some comparisons. J Am Stat Assoc 1974; 69: 730-737.
    • (1974) J Am Stat Assoc , vol.69 , pp. 730-737
    • Stephens, M.A.1
  • 10
    • 0022149551 scopus 로고
    • Veterans administration cooperative study of medical versus surgical treatment for stable angina - Progress report: Section 2 - Design and baseline characteristics
    • 10. Peduzzi P, Detre K, Gage A. Veterans administration cooperative study of medical versus surgical treatment for stable angina - Progress report: Section 2 - Design and baseline characteristics. Prog Card Dis 1985; 28: 235-243.
    • (1985) Prog Card Dis , vol.28 , pp. 235-243
    • Peduzzi, P.1    Detre, K.2    Gage, A.3
  • 11
    • 0001325611 scopus 로고
    • Wald's test as applied to hypotheses in logit analysis
    • 11. Hauck WW, Donner A. Wald's test as applied to hypotheses in logit analysis. J Am Stat Assoc 1977; 72: 851-853.
    • (1977) J Am Stat Assoc , vol.72 , pp. 851-853
    • Hauck, W.W.1    Donner, A.2
  • 12
    • 0001129253 scopus 로고
    • Judging inference adequacy in logistic regression
    • 12. Jennings DE. Judging inference adequacy in logistic regression. J Am Stat Assoc 1986; 81: 471-476.
    • (1986) J Am Stat Assoc , vol.81 , pp. 471-476
    • Jennings, D.E.1
  • 13
    • 0021326747 scopus 로고
    • The logistic analysis of epidemiologic prospective studies: Investigation by simulation
    • 13. Lilienfeld D, Pyne DA. The logistic analysis of epidemiologic prospective studies: Investigation by simulation. Stat Med 1984; 3: 15-26.
    • (1984) Stat Med , vol.3 , pp. 15-26
    • Lilienfeld, D.1    Pyne, D.A.2
  • 14
    • 0000110850 scopus 로고
    • Computing distributions for exact logistic regression
    • 14. Hirji KF, Mehta CR, Patel NR. Computing distributions for exact logistic regression. J Am Stat Assoc 1987; 72: 1110-1117.
    • (1987) J Am Stat Assoc , vol.72 , pp. 1110-1117
    • Hirji, K.F.1    Mehta, C.R.2    Patel, N.R.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.