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传统统计面对的挑战
引用本文:刘超,吴喜之. 传统统计面对的挑战[J]. 统计与信息论坛, 2011, 0(12): 10-14
作者姓名:刘超  吴喜之
作者单位:北京航空航天大学数学与系统科学学院;北京航空航天大学数学;信息与行为教育部重点实验室;中国人民大学统计学院;
摘    要:针对统计的黑匣子特性,借用Breiman的两种统计文化的平台,分析传统统计面临的挑战和危机,并探索统计领域究竟要向何处发展的问题。研究表明:统计学必须重新回到针对实际问题而与数据打交道,并且创造有关理论的传统上来。只有这样,才能应对不断产生的新问题所带来的挑战。

关 键 词:统计  数学  数据建模  算法建模

The Challenge Encountered by Traditional Statistics
LIU Chaoa,b,WU Xi-zhi. The Challenge Encountered by Traditional Statistics[J]. Statistics & Information Tribune, 2011, 0(12): 10-14
Authors:LIU Chaoa  b  WU Xi-zhi
Affiliation:LIU Chao1a,b,WU Xi-zhi2(a.School of Mathematics and Systems Science,b.LMIB of the Ministry of Education,1.Beihang University,Beijing 100191,China,2.School of Statistics,Renmin University of China,Beijing 100872,China)
Abstract:Via Breiman's concept of two kinds of statistical cultures,this paper aims at the black-box characteristicsof statistics,analyzing the challenges and crises encountered by traditional statisticsand the question of where is the future of statistics.Research results show that statistics must come back to its tradition that is to face real tasks dealing with data and to establish relevant theorems.Only in this way,we can deal with the challenges in the new era.
Keywords:statistics  mathematics  data modeling  algorithmic modeling  
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