Literature DB >> 4042086

Tree-structured survival analysis.

L Gordon, R A Olshen.   

Abstract

In this note, tree-structured recursive partitioning schemes for classification, probability class estimation, and regression are adapted to cover censored survival analysis. The only assumptions required are those which guarantee identifiability of conditional distributions of lifetime given covariates. Thus, the techniques are applicable to more general situations than are those of the famous semi-parametric model of Cox.

Entities:  

Mesh：

Year:  1985        PMID： 4042086

Source DB:  PubMed          Journal:  Cancer Treat Rep        ISSN： 0361-5960


  43 in total

1.  Survival trees: an alternative non-parametric multivariate technique for life history analysis.

Authors:  A De Rose; A Pallara
Journal:  Eur J Popul       Date:  1997

2.  The wisdom of the commons: ensemble tree classifiers for prostate cancer prognosis.

Authors:  James A Koziol; Anne C Feng; Zhenyu Jia; Yipeng Wang; Seven Goodison; Michael McClelland; Dan Mercola
Journal:  Bioinformatics       Date:  2008-07-15       Impact factor: 6.937

3.  Time-dependent tree-structured survival analysis with unbiased variable selection through permutation tests.

Authors:  M L Wallace
Journal:  Stat Med       Date:  2014-07-14       Impact factor: 2.373

4.  L₁ splitting rules in survival forests.

Authors:  Hoora Moradian; Denis Larocque; François Bellavance
Journal:  Lifetime Data Anal       Date:  2016-07-05       Impact factor: 1.588

5.  Multivariate Exponential Survival Trees And Their Application to Tooth Prognosis.

Authors:  Juanjuan Fan; Martha E Nunn; Xiaogang Su
Journal:  Comput Stat Data Anal       Date:  2009-02-15       Impact factor: 1.681

6.  Impact of Age and Antibody Type on Progression From Single to Multiple Autoantibodies in Type 1 Diabetes Relatives.

Authors:  Emanuele Bosi; David C Boulware; Dorothy J Becker; Jane H Buckner; Susan Geyer; Peter A Gottlieb; Courtney Henderson; Amanda Kinderman; Jay M Sosenko; Andrea K Steck; Polly J Bingley
Journal:  J Clin Endocrinol Metab       Date:  2017-08-01       Impact factor: 5.958

7.  Censoring Unbiased Regression Trees and Ensembles.

Authors:  Jon Arni Steingrimsson; Liqun Diao; Robert L Strawderman
Journal:  J Am Stat Assoc       Date:  2018-07-09       Impact factor: 5.033

8.  Development and validation of criteria for determining undernutrition in community-dwelling older men and women: The Short Nutritional Assessment Questionnaire 65+.

Authors:  Hanneke A H Wijnhoven; Janneke Schilp; Marian A E van Bokhorst-de van der Schueren; Henrica C W de Vet; Hinke M Kruizenga; Dorly J H Deeg; Luigi Ferrucci; Marjolein Visser
Journal:  Clin Nutr       Date:  2011-11-25       Impact factor: 7.324

9.  Tree-based identification of subgroups for time-varying covariate survival data.

Authors:  Marnie Bertolet; Maria M Brooks; Vera Bittner
Journal:  Stat Methods Med Res       Date:  2012-10-14       Impact factor: 3.021

10.  Prognostic Classification Factors Associated With Development of Multiple Autoantibodies, Dysglycemia, and Type 1 Diabetes-A Recursive Partitioning Analysis.

Authors:  Ping Xu; Jeffrey P Krischer
Journal:  Diabetes Care       Date:  2016-04-12       Impact factor: 19.112
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