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Volumn 58, Issue 1, 2013, Pages 161-165

Linear, nonlinear or categorical: How to treat complex associations? Splines and nonparametric approaches

Author keywords

Locally weighted regression; Nonlinear modelling; Nonparametric models; Regression models; Splines

Indexed keywords

HUMAN; NONLINEAR SYSTEM; REGRESSION ANALYSIS; REVIEW; STATISTICAL MODEL; THEORETICAL MODEL;

EID: 84873131844     PISSN: 16618556     EISSN: 1420911X     Source Type: Journal    
DOI: 10.1007/s00038-012-0363-z     Document Type: Article
Times cited : (11)

References (14)
  • 1
    • 0032374394 scopus 로고    scopus 로고
    • Beyond linearity by default: Generalized additive models
    • 10.2307/2991772
    • Beck N, Jackman S (1998) Beyond linearity by default: generalized additive models. Am J Political Sci 42(2):596-627
    • (1998) Am J Political Sci , vol.42 , Issue.2 , pp. 596-627
    • Beck, N.1    Jackman, S.2
  • 2
    • 77949369375 scopus 로고    scopus 로고
    • Adding local components to global functions for continuous covariates in multivariable regression modeling
    • 20213721 10.1002/sim.3739 1:STN:280:DC%2BC3c7otVKiuw%3D%3D
    • Binder H, Sauerbrei W (2010) Adding local components to global functions for continuous covariates in multivariable regression modeling. Stat Med 29(7-8):808-817
    • (2010) Stat Med , vol.29 , Issue.7-8 , pp. 808-817
    • Binder, H.1    Sauerbrei, W.2
  • 4
    • 84947318637 scopus 로고
    • Locally weighted regression: An approach to regression analysis by local fitting
    • 10.1080/01621459.1988.10478639
    • Cleveland WS, Devlin SJ (1988) Locally weighted regression: an approach to regression analysis by local fitting. J Am Stat Assoc 83(403):596-610
    • (1988) J Am Stat Assoc , vol.83 , Issue.403 , pp. 596-610
    • Cleveland, W.S.1    Devlin, S.J.2
  • 5
    • 77950874403 scopus 로고    scopus 로고
    • Dose-response analyses using restricted cubic spline functions in public health research
    • 20087875
    • Desquilbet L, Mariotti F (2010) Dose-response analyses using restricted cubic spline functions in public health research. Stat Med 29(9):1037-1057
    • (2010) Stat Med , vol.29 , Issue.9 , pp. 1037-1057
    • Desquilbet, L.1    Mariotti, F.2
  • 8
    • 36849048743 scopus 로고    scopus 로고
    • Multivariable modeling with cubic regression splines: A principled approach
    • Royston P, Sauerbrei W (2007) Multivariable modeling with cubic regression splines: a principled approach. Stata J 7(1):45-70
    • (2007) Stata J , vol.7 , Issue.1 , pp. 45-70
    • Royston, P.1    Sauerbrei, W.2
  • 10
    • 38849176100 scopus 로고    scopus 로고
    • Selection of important variables and determination of functional form for continuous predictors in multivariable model building
    • DOI 10.1002/sim.3148
    • Sauerbrei W, Royston P, Binder H (2007) Selection of important variables and determination of functional form for continuous predictors in multivariable model building. Stat Med 26(30):5512-5528 (Pubitemid 351193578)
    • (2007) Statistics in Medicine , vol.26 , Issue.30 , pp. 5512-5528
    • Sauerbrei, W.1    Royston, P.2    Binder, H.3
  • 11
    • 84873129803 scopus 로고    scopus 로고
    • Linear, nonlinear or categorical - How to treat complex associations in regression analyses? Polynomial transformations and fractional polynomials
    • doi:IJPH-11-40
    • Schmidt CO, Ittermann T, Schulz A, Grabe HJ, Baumeister SE (2012) Linear, nonlinear or categorical - how to treat complex associations in regression analyses? Polynomial transformations and fractional polynomials. Int J Public Health. doi:IJPH-11-40
    • (2012) Int J Public Health
    • Schmidt, C.O.1    Ittermann, T.2    Schulz, A.3    Grabe, H.J.4    Baumeister, S.E.5
  • 12
    • 79953680469 scopus 로고    scopus 로고
    • Cohort profile: The study of health in Pomerania
    • 20167617 10.1093/ije/dyp394
    • Volzke H et al (2010) Cohort profile: the study of health in Pomerania. Int J Epidemiol 40(2):294-307
    • (2010) Int J Epidemiol , vol.40 , Issue.2 , pp. 294-307
    • Volzke, H.1
  • 13
    • 78349270208 scopus 로고    scopus 로고
    • The German version of the Childhood Trauma Questionnaire (CTQ): Preliminary psychometric properties
    • 20200804 10.1055/s-0030-1247564
    • Wingenfeld K et al (2010) The German version of the Childhood Trauma Questionnaire (CTQ): preliminary psychometric properties. Psychother Psychosom Med Psychol 60(11):442-450
    • (2010) Psychother Psychosom Med Psychol , vol.60 , Issue.11 , pp. 442-450
    • Wingenfeld, K.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.