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  • 标题:MortalitySmooth: An R Package for Smoothing Poisson Counts with P-Splines
  • 本地全文:下载
  • 作者:Carlo G. Camarda
  • 期刊名称:Journal of Statistical Software
  • 印刷版ISSN:1548-7660
  • 电子版ISSN:1548-7660
  • 出版年度:2012
  • 卷号:50
  • 期号:1
  • 页码:1-24
  • 语种:English
  • 出版社:University of California, Los Angeles
  • 摘要:The MortalitySmooth package provides a framework for smoothing count data in both one- and two-dimensional settings. Although general in its purposes, the package is specifically tailored to demographers, actuaries, epidemiologists, and geneticists who may be interested in using a practical tool for smoothing mortality data over ages and/or years. The total number of deaths over a specified age- and year-interval is assumed to be Poisson-distributed, and P-splines and generalized linear array models are employed as a suitable regression methodology. Extra-Poisson variation can also be accommodated.
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