کد مقاله کد نشریه سال انتشار مقاله انگلیسی نسخه تمام متن
466449 697843 2014 10 صفحه PDF دانلود رایگان
عنوان انگلیسی مقاله ISI
Weighted comparison of two cumulative incidence functions with R-CIFsmry package
موضوعات مرتبط
مهندسی و علوم پایه مهندسی کامپیوتر علوم کامپیوتر (عمومی)
پیش نمایش صفحه اول مقاله
Weighted comparison of two cumulative incidence functions with R-CIFsmry package
چکیده انگلیسی


• The proposed class of flexible weight functions allows emphasis on different time periods when comparing cumulative incidence functions between two groups.
• The comparisons include the risk difference, the relative risk, and the odds ratio.
• A large improvement in power was shown when an early weight function was used to compare two cumulative incidence functions with an early difference.
• The improvement in power under a late difference scenario was more moderate.
• The companion R package CIFsmry is available for download at CRAN.

In this paper we propose a class of flexible weight functions for use in comparison of two cumulative incidence functions. The proposed weights allow the users to focus their comparison on an early or a late time period post treatment or to treat all time points with equal emphasis. These weight functions can be used to compare two cumulative incidence functions via their risk difference, their relative risk, or their odds ratio. The proposed method has been implemented in the R-CIFsmry package which is readily available for download and is easy to use as illustrated in the example.

ناشر
Database: Elsevier - ScienceDirect (ساینس دایرکت)
Journal: Computer Methods and Programs in Biomedicine - Volume 116, Issue 3, October 2014, Pages 205–214
نویسندگان
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