期刊文献+

统计学中的数据缺失及解决方法 被引量:4

下载PDF
导出
摘要 统计调查中经常遇到缺失数据的现象,不同条件下的数据缺失会对统计工作造成不同的影响。针对数据缺失产生的原因及类型,必须采用不同的方法进行处理。每种方法都有不同的特点,适合解决不同类型的数据缺失问题,应充分分析、理解其内涵和外延,使不完全样本的已有信息得到最佳利用。
作者 佟昕 高强
出处 《辽宁经济职业技术学院学报.辽宁经济管理干部学院》 2011年第2期15-16,共2页 Journal of Liaoning Economy Vocational and Technical College. Journal of Liaoning Economic Management Cadre College
  • 相关文献

参考文献3

二级参考文献25

  • 1王琪,王丽萍,陈凯迪.一种简单的图案填充算法[J].微计算机信息,2005,21(09X):116-117. 被引量:18
  • 2Rubin D.Inference and missing data[J]. Biometrika,1976,63(3):581-592.
  • 3Little RJA,Rubin DB.Statistical Analysis with Missing Data[M].New York:Wiley and Sons,Inc.1987.
  • 4Nordheim EV.Inference from nonrandomly missing data:An example from a genetic study on Turner' s Syndrome [J].Am Statist Assoc,1984,79:772-780.
  • 5Horton NJ,Laird NM.Maximum likehood analysis of generalized linear models with missing covariates [J].Statist Meth Med Res,1988,8(1):37-50.
  • 6Allison PD.Multiple imputation for missing data:A cautionary tale [J].Sociological Methods and Research,2000,28(3):301-309.
  • 7Bello AL.Imputation techniques in regression analysis:Looking closely at their implementation [J].Computational Statistics and Data Analysis,1995,20:45-57.
  • 8Rao JNK,Shao J.Jackknife variance estimation with survey data under hot deck imputation [J].Biometrika,1992,79:811-822.
  • 9Rubin DB.Multiple imputations in sample surveys [J].Am Statist Assoc,1978:20-34.
  • 10Meng XL,Rubin DB.Performing likelihood ration tests with multiple imputed data sets [J ].Biometrika,1992,79 (1):103-111.

共引文献37

同被引文献62

  • 1庞新生.缺失数据处理中相关问题的探讨[J].统计与信息论坛,2004,19(5):29-32. 被引量:20
  • 2刘甸瑞,刘刚.拟合三参数对数正态分布时第三参数c的优选方法探讨[J].地质与勘探,1995,31(5):43-47. 被引量:5
  • 3Xuedu Lu,Jiahua Pan,Ying Chen.Sustaining Economic Growth in China under Energy and Climate Security Constraints[J].China & World Economy,2006,14(6):85-97. 被引量:30
  • 4OECD. Technologies for cleaner production and products[ R]. Paris: OECD, 1995.
  • 5Magat W A. Pollution control and technological advance: a dynamics model of the firm[ J]. Journal of Environmental Econom- ics and Management, 1978, 5 ( 1 ) : 1-25.
  • 6Aigner D, Lovell C K, Schmidt P. Formulation and estimation of stochastic frontier production function models[ J]. Journal of Econometrics, 1977, 6( 1 ) : 21-37.
  • 7Charnes A, Cooper W, Rhodes E. Measuring the efficiency of decision making units[ J]. European Journal of Operational Re- search. 1978 .2(6) : 429-444.
  • 8Malmquist S. Index numbers and indifference surfaces[ J]. Trabajos de Estatistica, 1953, 4(2) : 209-242.
  • 9Caves D W, Christensen L R, Diewert W E. The economic theory of index numbers and the measurement of input and output, and productivity[J]. Econometrica, 1982, 50(6) : 1938-1414.
  • 10Fare R , Grosskopf S, Norris M, Zhang Z Y. Productivity growth, technical progress and efficiency changes in industrialized countries[ J]. American Economic Review, 1994, 84(1) : 66-83.

引证文献4

二级引证文献40

相关作者

内容加载中请稍等...

相关机构

内容加载中请稍等...

相关主题

内容加载中请稍等...

浏览历史

内容加载中请稍等...
;
使用帮助 返回顶部