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題名 存活資料之樹狀模型研究 作者 何秋穎
He, Qiu-Ying貢獻者 陳麗霞
Chen, Li-Xia
何秋穎
He, Qiu-Ying日期 1995 上傳時間 28-四月-2016 15:06:25 (UTC+8) 參考文獻 l. Ahn, H. S., Loh, W. Y. (1994) " Tree-structured proportional hazards regression modeling ". Biometrics, 50, pp.471-485 .\n2. Andrews, D. F. (1985) "Data: a collection of problems from many fie Ids for the student and research worker". New York: Springer-Verlag.\n3. Breiman, L., Friedman, J. H., Olshen, R. A and Stone, C. J. (1984) "Classification\nand regression trees". Pacific Grove, CA: Wadsworth.\n4. Breslow, N. (1974) "Covariance analysis of censored survival data", Biometrics, 30, pp.89-99.\n5. Chen, C-H, Wang, P. C. (1991) "Diagnostic plots in Cox`s regression model`. Biometrics, 47, pp.841-850.\n6. Ciampi, A (1991) "Generalized regression tree". Computational Statistics and Data Analysis, 12, pp.57-78.\n7. Ciampi, A and Thiffault, J. (1989) "Pruning regression trees for censored survival data: the RECPAM approach". Communications in Statistics-Theory and Methods, 18, pp.33 78-33 88.\n8. Ciampi, A, Hogg, S.A, Mckinney, S., Thiffault, J. (1998) "RECPAM: A computer program for recursive partition and amalgamation for censored survival data and other situations frequently occurring in biostatistics". Computer Methods and Programs in Biomedicine, 26, pp. 23 9-25 6.\n9. Ciampi, A, Lawless, J. F., Mckinney, S. M., Singhal, K. (1988) "Regression and recursive partition strategies in the analysis of medical survival data". Journal of Clinical Epidemiology, 41, pp.737-748.\n10. Ciampi, A, Thiffault, J., Nakache, J. P., Asselain, B. (1986) "Stratification by stepwise regression, correspondence analysis and recursive partition: a comparison of three methods of analysis for survival data with covariates". Computational Statistics and Data Analysis, 4, pp.185-204.\n11. Collett, D. (1994) "Modeling survival data in medical research". London: Chapman & Hall.\n12. Cox, D. R. (1972) "Regression models and life table". Journal of the Royal Statistical Society, Series B, 34, pp.187-202\n13. Cox, D. R. (1975) "Partial likelihood`. Biometrika , 62, pp.269-276. 14. Davis, R. B., Anderson, J. R. (1989) "Exponential survival trees". Statistics in Medicine, 8, pp.947-961.\n15. Fleming, T. R. , Harrington, D. P. (1990) "Counting processes and survival analysis", New York: Wiley.\n16. Gail, M. and Simon, R. (1985) "Testing for qualitative interactions between treatment effects and patient subsets". Biometrics, 41, pp.361-371.\n17. Gehan, E. A. (1965a) "A generalized Wilcoxon test for comparing arbitrarily singly-censored samples". Biometrika, 52, pp.203-223.\n18. Gehan, E. A. (1965b) "A generalized Wilcoxon test for doubly-censored data". Biometrika, 52, pp.650-653.\n19. Intrator, o., Kooperberg, C. (1995) "Trees and splines in survival analysis". Statistical Methods in Medical Research, 4, pp.237-261.\n20. Kalbfleisch, J. D., Prentice, R. L. (1980) "The statistical analysis of failure time data". New York: Wiley.\n2l. Kay, R. (1977) "Proportional hazard regression models and the analysis of censored survial data ". Applied Statistics, 26, No 3, pp.227-237.\n22. KrishnaIyer, P . V. (1951) "A non-parametric method of testing k samples". Nature, 167, p.33.\n23. Kruskal, W. H. (1952) "A non-parametric test for the several sample problems". Annals of Mathematical Statistics, 23, pp.525-540.\n24. Kruskal, W. H., Wallis, W. A. (1952) "Use of ranks in one-criterion variance analysis". JASA, 47, No 260, pp.583-62 1.\n25 . LeBlanc, M., Crowley, J. (1993) "Survival trees by goodness of split`. JASA, 88, No. 422, Theory and Methods. ppA57-467.\n26. LeBlanc, M., Crowley, J. (1993) "Relative risk trees jar censored survival data". Biometics , 48, ppA11-425.\n27. Lee, E. T. (1985) "Statistical methods for survival data analysis".\n28. Lin, D. Y. (1991) "Analysis for the Cox regression model based 071 a class of\nparameter estimators". JASA, 86, pp.725-728.\n29. Lin, D. Y. (1992) "GOFCOX: A computer program for the goodness-of-fit analysis of the Cox proportional hazards model`. Computer Methods and Programs in Biomedicine, 38, pp.l0l -1 05 .\n30. Loh, W. Y. (1991) "Survival modeling through recursive stratification". Computational Statistics and Data Analysis, 12, pp.295-313.\n3l. Mantel, N., Haenszel, W. (1959) "Statistical aspects of the analysis of data from retrospective studies of disease ". Journal of the National Cancer Institute, 22, No 4, pp .719-748 .\n32. Miller, R. G. (1981) "Survival Analysis". New York: Wiley.\n33 . Morgan, J. N., Sonquist, J. A. (1963) "Problem in the analysis of survey data, and\na proposal". JAS A, 58, ppAI 5-434.\n34. Peduzzi, P., Hardy, R., Holford, T. (1980) "A stepwise variable selection procedure jar nonlinear regression models`. Biometrics, 36, pp511 -516.\n35 . Peto, R. (1972) "Discussions on Cox`s paper". Journal of the Royal Statistical Society, B, 34, pp.205-207.\n36. Peto, R. and Peto, J. (1972) "A symptotically efficient rank invariant procedures`.\nJournal of the Royal Statistical Society, Series A, 135, pp.185-207.\n37. Prentice, R. L.,( 1978) "Linear rank tests with right-censored data". Biometrika, 65, pp 167-179.\n38. SAS Instituts, Inc. (1985) "SAS user`s guide: statistics` .1990 edition, Cary, NC: SAS Instituts, Inc.\n39. Schmoor, C., Ulm, K., Schumacher, M. (1993) "Comparison of the Cox model and the regression tree procedure in analysing a randomized clinical trail". Statistics in Medicine, 12, pp.2351-2366.\n40. Schoenfeld, D. (1980) "Chi-squared goodness-of-fit tests Jar the proportional hazards regression model`. Biometrika, 67,1 , pp .145-253.\n41. Segal, M. R. (1988) "Regression trees Jar censored data" . Biometrics, 44, pp .35-47.\n42. Segal, M. R., Bloch, D. A. (1989) "A comparison of estimated proportional hazards models and regression trees" . Statistics in Medicine, 8, pp.539-550.\n43. Spector, P. (1994) "An introduction to Sand S-PLUS". CA: Wadsworth.\n44. Statistical Sciences, Inc.(1993) "S-PLUS programmer`s manual` ,version 3.1 , Seattle: Statistical Sciences ,Inc.\n45. Tarone, R. E., Ware, J. (1977) "On distribution-free tests Jar equality of survival distributions", Biometrika, 64, pp.156-160.\n46. Wei, L. J. (1984) "Testing goodness of fit for propotional hazards model with censored observations". JASA, 79, pp.649-652. 描述 碩士
國立政治大學
統計學系資料來源 http://thesis.lib.nccu.edu.tw/record/#B2002003011 資料類型 thesis dc.contributor.advisor 陳麗霞 zh_TW dc.contributor.advisor Chen, Li-Xia en_US dc.contributor.author (作者) 何秋穎 zh_TW dc.contributor.author (作者) He, Qiu-Ying en_US dc.creator (作者) 何秋穎 zh_TW dc.creator (作者) He, Qiu-Ying en_US dc.date (日期) 1995 en_US dc.date.accessioned 28-四月-2016 15:06:25 (UTC+8) - dc.date.available 28-四月-2016 15:06:25 (UTC+8) - dc.date.issued (上傳時間) 28-四月-2016 15:06:25 (UTC+8) - dc.identifier (其他 識別碼) B2002003011 en_US dc.identifier.uri (URI) https://ah.lib.nccu.edu.tw/item?item_id=99337 - dc.description (描述) 碩士 zh_TW dc.description (描述) 國立政治大學 zh_TW dc.description (描述) 統計學系 zh_TW dc.description.tableofcontents 第一章緒論__________7\n1.1研究動機與研究目的__________7\n2.2研究方法_8\n第二章幾種存活分析方法之介紹__________9\n2.1存活分配的比較__________9\n2.1.1兩存活分配間的比較__________9\n2.1.2兩個以上存活分配間的比較__________10\n2.2.2Cox迴歸模型__________12\n2.2.3殘差分析__________14\n2.2.4適合度檢定__________15\n2.3層級與處理效果的交互作用__________17\n第三章樹形迴歸__________18\n3.1迴歸樹__________18\n3.1.1簡介__________18\n3.1.2AID的發展__________19\n3.2CART程序__________21\n3.3Cox迴歸樹__________26\n3.3.1存活資料的樹狀模型__________26\n3.3.2COXT程序__________27\n第四章實例探討__________27\n4.1Prostatic Cancer(前列腺癌)__________27\n4.1.1變數說明__________27\n4.1.2迴歸樹的建構與分析__________28\n4.2Carcinoma of the Oropharynx(口咽癌)__________40\n4.2.1變數說明__________40\n4.2.2迴歸樹的建構與分析__________41\n4.3PBC data(原發性膽道肝硬化)__________45\n4.3.1變數說明__________45\n4.3.2迴歸樹的建構與分析__________46\n4.4CGD data(慢性肉芽腫性疾病)__________53\n4.4.1變數說明__________53\n4.4.2迴歸樹的建構與分析__________53\n4.5Breast Cancer(乳癌)__________56\n4.5.1變數說明__________56\n4.5.2迴歸樹的建構與分析__________56\n第五章結論與建議__________59\n參考文獻__________61\n附錄一__________66\n附錄二__________96 zh_TW dc.source.uri (資料來源) http://thesis.lib.nccu.edu.tw/record/#B2002003011 en_US dc.title (題名) 存活資料之樹狀模型研究 zh_TW dc.type (資料類型) thesis en_US dc.relation.reference (參考文獻) l. Ahn, H. S., Loh, W. Y. (1994) " Tree-structured proportional hazards regression modeling ". Biometrics, 50, pp.471-485 .\n2. Andrews, D. F. (1985) "Data: a collection of problems from many fie Ids for the student and research worker". New York: Springer-Verlag.\n3. Breiman, L., Friedman, J. H., Olshen, R. A and Stone, C. J. (1984) "Classification\nand regression trees". Pacific Grove, CA: Wadsworth.\n4. Breslow, N. (1974) "Covariance analysis of censored survival data", Biometrics, 30, pp.89-99.\n5. Chen, C-H, Wang, P. C. (1991) "Diagnostic plots in Cox`s regression model`. Biometrics, 47, pp.841-850.\n6. Ciampi, A (1991) "Generalized regression tree". Computational Statistics and Data Analysis, 12, pp.57-78.\n7. Ciampi, A and Thiffault, J. (1989) "Pruning regression trees for censored survival data: the RECPAM approach". Communications in Statistics-Theory and Methods, 18, pp.33 78-33 88.\n8. Ciampi, A, Hogg, S.A, Mckinney, S., Thiffault, J. (1998) "RECPAM: A computer program for recursive partition and amalgamation for censored survival data and other situations frequently occurring in biostatistics". Computer Methods and Programs in Biomedicine, 26, pp. 23 9-25 6.\n9. Ciampi, A, Lawless, J. F., Mckinney, S. M., Singhal, K. (1988) "Regression and recursive partition strategies in the analysis of medical survival data". Journal of Clinical Epidemiology, 41, pp.737-748.\n10. Ciampi, A, Thiffault, J., Nakache, J. P., Asselain, B. (1986) "Stratification by stepwise regression, correspondence analysis and recursive partition: a comparison of three methods of analysis for survival data with covariates". Computational Statistics and Data Analysis, 4, pp.185-204.\n11. Collett, D. (1994) "Modeling survival data in medical research". London: Chapman & Hall.\n12. Cox, D. R. (1972) "Regression models and life table". Journal of the Royal Statistical Society, Series B, 34, pp.187-202\n13. Cox, D. R. (1975) "Partial likelihood`. Biometrika , 62, pp.269-276. 14. Davis, R. B., Anderson, J. R. (1989) "Exponential survival trees". Statistics in Medicine, 8, pp.947-961.\n15. Fleming, T. R. , Harrington, D. P. (1990) "Counting processes and survival analysis", New York: Wiley.\n16. Gail, M. and Simon, R. (1985) "Testing for qualitative interactions between treatment effects and patient subsets". Biometrics, 41, pp.361-371.\n17. Gehan, E. A. (1965a) "A generalized Wilcoxon test for comparing arbitrarily singly-censored samples". Biometrika, 52, pp.203-223.\n18. Gehan, E. A. (1965b) "A generalized Wilcoxon test for doubly-censored data". Biometrika, 52, pp.650-653.\n19. Intrator, o., Kooperberg, C. (1995) "Trees and splines in survival analysis". Statistical Methods in Medical Research, 4, pp.237-261.\n20. Kalbfleisch, J. D., Prentice, R. L. (1980) "The statistical analysis of failure time data". New York: Wiley.\n2l. Kay, R. (1977) "Proportional hazard regression models and the analysis of censored survial data ". Applied Statistics, 26, No 3, pp.227-237.\n22. KrishnaIyer, P . V. (1951) "A non-parametric method of testing k samples". Nature, 167, p.33.\n23. Kruskal, W. H. (1952) "A non-parametric test for the several sample problems". Annals of Mathematical Statistics, 23, pp.525-540.\n24. Kruskal, W. H., Wallis, W. A. (1952) "Use of ranks in one-criterion variance analysis". JASA, 47, No 260, pp.583-62 1.\n25 . LeBlanc, M., Crowley, J. (1993) "Survival trees by goodness of split`. JASA, 88, No. 422, Theory and Methods. ppA57-467.\n26. LeBlanc, M., Crowley, J. (1993) "Relative risk trees jar censored survival data". Biometics , 48, ppA11-425.\n27. Lee, E. T. (1985) "Statistical methods for survival data analysis".\n28. Lin, D. Y. (1991) "Analysis for the Cox regression model based 071 a class of\nparameter estimators". JASA, 86, pp.725-728.\n29. Lin, D. Y. (1992) "GOFCOX: A computer program for the goodness-of-fit analysis of the Cox proportional hazards model`. Computer Methods and Programs in Biomedicine, 38, pp.l0l -1 05 .\n30. Loh, W. Y. (1991) "Survival modeling through recursive stratification". Computational Statistics and Data Analysis, 12, pp.295-313.\n3l. Mantel, N., Haenszel, W. (1959) "Statistical aspects of the analysis of data from retrospective studies of disease ". Journal of the National Cancer Institute, 22, No 4, pp .719-748 .\n32. Miller, R. G. (1981) "Survival Analysis". New York: Wiley.\n33 . Morgan, J. N., Sonquist, J. A. (1963) "Problem in the analysis of survey data, and\na proposal". JAS A, 58, ppAI 5-434.\n34. Peduzzi, P., Hardy, R., Holford, T. (1980) "A stepwise variable selection procedure jar nonlinear regression models`. Biometrics, 36, pp511 -516.\n35 . Peto, R. (1972) "Discussions on Cox`s paper". Journal of the Royal Statistical Society, B, 34, pp.205-207.\n36. Peto, R. and Peto, J. (1972) "A symptotically efficient rank invariant procedures`.\nJournal of the Royal Statistical Society, Series A, 135, pp.185-207.\n37. Prentice, R. L.,( 1978) "Linear rank tests with right-censored data". Biometrika, 65, pp 167-179.\n38. SAS Instituts, Inc. (1985) "SAS user`s guide: statistics` .1990 edition, Cary, NC: SAS Instituts, Inc.\n39. Schmoor, C., Ulm, K., Schumacher, M. (1993) "Comparison of the Cox model and the regression tree procedure in analysing a randomized clinical trail". Statistics in Medicine, 12, pp.2351-2366.\n40. Schoenfeld, D. (1980) "Chi-squared goodness-of-fit tests Jar the proportional hazards regression model`. Biometrika, 67,1 , pp .145-253.\n41. Segal, M. R. (1988) "Regression trees Jar censored data" . Biometrics, 44, pp .35-47.\n42. Segal, M. R., Bloch, D. A. (1989) "A comparison of estimated proportional hazards models and regression trees" . Statistics in Medicine, 8, pp.539-550.\n43. Spector, P. (1994) "An introduction to Sand S-PLUS". CA: Wadsworth.\n44. Statistical Sciences, Inc.(1993) "S-PLUS programmer`s manual` ,version 3.1 , Seattle: Statistical Sciences ,Inc.\n45. Tarone, R. E., Ware, J. (1977) "On distribution-free tests Jar equality of survival distributions", Biometrika, 64, pp.156-160.\n46. Wei, L. J. (1984) "Testing goodness of fit for propotional hazards model with censored observations". JASA, 79, pp.649-652. zh_TW
