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Volumn 59, Issue 1, 2005, Pages 19-26

Determination of depression risk factors in children and adolescents by regression tree methodology

Author keywords

Beck depression inventory; Children and adolescents; Classification and regression trees; Cross validation; Diagnostic models

Indexed keywords

ADOLESCENT; ADULT; ARTICLE; BECK DEPRESSION INVENTORY; CHILD; CLUSTER ANALYSIS; COMPUTER PROGRAM; CONTROLLED STUDY; DEPRESSION; FEMALE; HUMAN; MAJOR CLINICAL STUDY; MALE; OUTCOMES RESEARCH; PARENTAL BEHAVIOR; RISK FACTOR; SCORING SYSTEM; SMOKING; STATISTICAL ANALYSIS; TURKEY (BIRD);

EID: 16244403324     PISSN: 0386300X     EISSN: None     Source Type: Journal    
DOI: None     Document Type: Article
Times cited : (22)

References (27)
  • 2
    • 16244408141 scopus 로고    scopus 로고
    • Inducing model trees for continuous classes. Proc of Poster Papers, Prague, Czech, April
    • Wang Y and Witten IH: Inducing model trees for continuous classes. Proc of Poster Papers, 9 th European Conference on Machine Learning, Prague, Czech, April (1997).
    • (1997) 9 Th European Conference on Machine Learning
    • Wang, Y.1    Witten, I.H.2
  • 3
    • 0024511418 scopus 로고
    • A comparison of estimated proportional hazards models and regression trees
    • Segal MR and Bloch DA: A comparison of estimated proportional hazards models and regression trees. Stat Med (1989) 8: 539-550.
    • (1989) Stat Med , vol.8 , pp. 539-550
    • Segal, M.R.1    Bloch, D.A.2
  • 5
    • 0032756697 scopus 로고    scopus 로고
    • Life events and depression in adolescence: Relationship loss as a prospective risk factor for first onset of major depressive disorder
    • Monroe SM, Rohde P, Seeley JR and Lewinsohn PM: Life events and depression in adolescence: relationship loss as a prospective risk factor for first onset of major depressive disorder. J Abnorm Psychol (1999) 108: 606-614.
    • (1999) J Abnorm Psychol , vol.108 , pp. 606-614
    • Monroe, S.M.1    Rohde, P.2    Seeley, J.R.3    Lewinsohn, P.M.4
  • 6
    • 0032834462 scopus 로고    scopus 로고
    • Attention-deficit/hyperactivity disorder and comorbidity
    • Spencer T, Biederman J and Wilens T: Attention-deficit/hyperactivity disorder and comorbidity. Pediatr Clin North Am (1999) 46: 915-927.
    • (1999) Pediatr Clin North Am , vol.46 , pp. 915-927
    • Spencer, T.1    Biederman, J.2    Wilens, T.3
  • 7
    • 0030941403 scopus 로고    scopus 로고
    • Relationship of depressive, conduct, and comorbid disorders and social functioning in childhood
    • Renouf AG, Kovacs M and Mukerji P: Relationship of depressive, conduct, and comorbid disorders and social functioning in childhood. J Am Acad Child Adolesc Psychiatry (1997) 36: 998-1004.
    • (1997) J Am Acad Child Adolesc Psychiatry , vol.36 , pp. 998-1004
    • Renouf, A.G.1    Kovacs, M.2    Mukerji, P.3
  • 11
    • 0032213447 scopus 로고    scopus 로고
    • Major depressive disorder in older adolescents: Prevalence, risk factors, and clinical implications
    • Lewinsohn PM, Rohde P and Seeley JR: Major depressive disorder in older adolescents: prevalence, risk factors, and clinical implications. Clin Psychol Rev (1998) 18: 765-794.
    • (1998) Clin Psychol Rev , vol.18 , pp. 765-794
    • Lewinsohn, P.M.1    Rohde, P.2    Seeley, J.R.3
  • 13
    • 0041334209 scopus 로고    scopus 로고
    • Comprehensible evaluation of prognostic factors and prediction of wound healing
    • Robnik-Sikonja M, Cukjati D and Kononenko I: Comprehensible evaluation of prognostic factors and prediction of wound healing. Artif Intell Med (2003) 29: 25-38.
    • (2003) Artif Intell Med , vol.29 , pp. 25-38
    • Robnik-Sikonja, M.1    Cukjati, D.2    Kononenko, I.3
  • 15
    • 41249092227 scopus 로고
    • Tree-based models
    • Chambers JM and Hastie TJ eds, Chapman and Hall, London
    • Clark LA and Pregibon D: Tree-based models; in Statistical Models in S, Chambers JM and Hastie TJ eds, Chapman and Hall, London (1992) pp 377-419.
    • (1992) Statistical Models in S , pp. 377-419
    • Clark, L.A.1    Pregibon, D.2
  • 16
    • 33744584654 scopus 로고
    • Induction of Decision Trees
    • Kluwer Academic
    • Quinlan J: Induction of Decision Trees. Machine Learning, Kluwer Academic (1986) 1: 81-106.
    • (1986) Machine Learning , vol.1 , pp. 81-106
    • Quinlan, J.1
  • 17
    • 0001124337 scopus 로고    scopus 로고
    • Cartographic visualization: Exploratory spatial data analysis with local indicators of spatial association using Tcl/Tk and cdv
    • Dykes JF: Cartographic visualization: exploratory spatial data analysis with local indicators of spatial association using Tcl/Tk and cdv, The Statistician (1998) 47: 485-497.
    • (1998) The Statistician , vol.47 , pp. 485-497
    • Dykes, J.F.1
  • 18
    • 0002387768 scopus 로고    scopus 로고
    • New interactive graphics tools for exploratory analysis of spatial data
    • Carver S ed, Taylor & Francis Ltd., London
    • Unwin A and Hofmann H: New interactive graphics tools for exploratory analysis of spatial data; in Innovations in GIS 5, Carver S ed, Taylor & Francis Ltd., London (1998) pp 46-55.
    • (1998) Innovations in GIS 5 , pp. 46-55
    • Unwin, A.1    Hofmann, H.2
  • 19
    • 0019499051 scopus 로고
    • Rating scale to assess depression in school aged children
    • Kovacs: Rating scale to assess depression in school aged children. Acta Paedopsychiat (1981) 46: 305-315.
    • (1981) Acta Paedopsychiat , vol.46 , pp. 305-315
    • Kovacs1
  • 21
    • 0037185726 scopus 로고    scopus 로고
    • A statistical approach to growing a reliable honest tree
    • Cappelli C, Mola F and Siciliano R: A statistical approach to growing a reliable honest tree. Comput Stat & Data Anal (2002) 38: 285-299.
    • (2002) Comput Stat & Data Anal , vol.38 , pp. 285-299
    • Cappelli, C.1    Mola, F.2    Siciliano, R.3
  • 22
    • 0037228075 scopus 로고    scopus 로고
    • The classification and regression tree approach to pump failure rate analysis
    • Bevilacqua M, Braglia M and Montanari R: The classification and regression tree approach to pump failure rate analysis. Reliab Eng Syst Safety (2003) 79: 59-67.
    • (2003) Reliab Eng Syst Safety , vol.79 , pp. 59-67
    • Bevilacqua, M.1    Braglia, M.2    Montanari, R.3
  • 24
    • 9444292480 scopus 로고    scopus 로고
    • A comparative study of reliable error estimators for pruning regression trees
    • Coelho H ed, Springer-Verlag, Porto
    • Torgo L: A comparative study of reliable error estimators for pruning regression trees; in Proceeding of the Iberoamerican Conference on Artificial Intelligence, Coelho H ed, Springer-Verlag, Porto (1998).
    • (1998) Proceeding of the Iberoamerican Conference on Artificial Intelligence
    • Torgo, L.1
  • 25
    • 0000259511 scopus 로고    scopus 로고
    • Approximate statistical tests for comparing supervised classification learning algorithms
    • Dietterich TG: Approximate statistical tests for comparing supervised classification learning algorithms. Neural Comput (1998) 10: 1895-1923.
    • (1998) Neural Comput , vol.10 , pp. 1895-1923
    • Dietterich, T.G.1
  • 26
    • 0034282783 scopus 로고    scopus 로고
    • Combining non-parametric models with logistic regression: An application to motor vehicle injury data
    • Kuhnerta PM, Dob KA and McClurec R: Combining non-parametric models with logistic regression: an application to motor vehicle injury data. Comput Stat & Data Anal (2000) 34: 371-386.
    • (2000) Comput Stat & Data Anal , vol.34 , pp. 371-386
    • Kuhnerta, P.M.1    Dob, K.A.2    McClurec, R.3
  • 27
    • 4344682548 scopus 로고    scopus 로고
    • Use of regression methods to identify motifs that modulate germline transcription in Drosophila melanogaster
    • Honeycutt E and Gibson G: Use of regression methods to identify motifs that modulate germline transcription in Drosophila melanogaster. Genet Res (2004) 83: 177-188.
    • (2004) Genet Res , vol.83 , pp. 177-188
    • Honeycutt, E.1    Gibson, G.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.