Block Designs and Missing Data
Journal of the Royal Statistical Society Series B (Statistical Methodology)Published 1 January 1971
S. C. Pearce, J. N. R. Jeffers
Citations18
SJR quartileQ1
SJR score3.31
SNIP2.48
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Abstract
Summary The fitting of missing plot values is considered for the general case of block designs. A method is given for their direct calculation using the design matrices. An iterative method is recommended and is compared with others already in use. Two expressions are given for the covariance matrix of adjusted treatment means when data are incomplete.
Keywords
Computer ScienceDecision SciencesMathematics
Journal of the Royal Statistical Society Series B (Statistical Methodology)The Design and Analysis of Block Experiments
174 Citations1952K. D. Tocher
Journal of the Royal Statistical Society Series C (Applied Statistics)Missing Values in Experiments Analysed on Automatic Computers
172 Citations1956M. J. R. Healy, M. H. Westmacott
A general technique for dealing with observations missing from block experiments analysed on automatic computers that is applicable to any analysis in which least‐squares estimates are derived.
The Journal of Agricultural ScienceA Method of Estimating the Yield of a Missing Plot in Field Experimental Work
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In cases of field experiments when one plot is missing, a method has been developed for furnishing an estimate of the yield of the missing plot, based on all the other values, according as the experiment was arranged in Randomised Blocks or in a Latin Square.
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60 Citations1959Rebecca M. Jones
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