Estimation with incomplete data: An improved computational method and the analysis of nested data

Maximum likelihood estimation with incomplete normal nrocedure and (ii.)allows tor a Simple MLI.I v=n,ce nf noofori TiVplilinndv Closed form solutions are described for the general nested case.Exact, ssample, moments are given for the two group case Some. computational comparisions are made with the earlier ESTMAT algorithm.

[1]  R. Little,et al.  Inference about means from incomplete multivariate data , 1976 .

[2]  D. Rubin INFERENCE AND MISSING DATA , 1975 .

[3]  D. Rubin,et al.  Maximum likelihood from incomplete data via the EM - algorithm plus discussions on the paper , 1977 .

[4]  Abdelmonem A. Afifi,et al.  Missing Observations in Multivariate Statistics III: Large Sample Analysis of Simple Linear Regression , 1969 .

[5]  D. F. Morrison Expectations and Variances of Maximum Likelihood Estimates of the Multivariate Normal Distribution Parameters with Missing Data , 1971 .

[6]  R. Elashoff,et al.  Missing Observations in Multivariate Statistics I. Review of the Literature , 1966 .

[7]  Donald F. Morrison,et al.  A test for equality of means of correlated variates with missing data on one response , 1973 .

[8]  M. Woodbury A missing information principle: theory and applications , 1972 .

[9]  Lawrence E. Stivers,et al.  Testing for Equality of Means with Incomplete Data on One Variable: A Monte Carlo Study , 1975 .

[10]  J. N. Srivastava,et al.  Incomplete multiresponse designs , 1971 .

[11]  Donald B. Rubin,et al.  Comparing Regressions When Some Predictor Values Are Missing , 1976 .

[12]  W Siler,et al.  FACTOR ANALYSIS WITH MISSING DATA * , 1966, Annals of the New York Academy of Sciences.

[13]  J. S. Mehta,et al.  A test for equality of means in the presence of correlation and missing values , 1973 .

[14]  George E. Nicholson,et al.  Estimation of Parameters from Incomplete Multivariate Samples , 1957 .

[15]  E. Beale,et al.  Missing Values in Multivariate Analysis , 1975 .

[16]  Donald B. Rubin,et al.  Characterizing the Estimation of Parameters in Incomplete-Data Problems , 1974 .

[17]  Abdelmonem A. Afifi,et al.  Missing Observations in Multivariate Statistics—IV: A Note on Simple Linear Regression , 1969 .

[18]  R. Bargmann,et al.  MAXIMUM LIKELIHOOD ESTIMATION WITH INCOMPLETE MULTIVARIATE DATA , 1964 .

[19]  S. S. Wilks Moments and Distributions of Estimates of Population Parameters from Fragmentary Samples , 1932 .