On Estimation and Construction in Fractional Replication
Banerjee, K. S. ; Federer, W. T.
Ann. Math. Statist., Tome 37 (1966) no. 6, p. 1033-1039 / Harvested from Project Euclid
It was shown by the authors [1], [2] how to adjust the treatment design matrix $X$ to furnish estimates of effects as orthogonal linear functions of observations for any irregular fractional replicate from an $N$ treatment factorial. The fractional replicate considered earlier was such that the design matrix $X$ was of dimensions $p \times p$ implying that $p$ effect parameters be estimated from $p$ observations. The method consisted in finding a matrix $\lambda$ such that the design matrix $X$ and the observation vector $Y$ were augmented to become $X_1 = \lbrack X'\vdots X'\lambda\rbrack'$ of dimensions $(p + m) \times p$ and $Y_1 = \lbrack Y'\vdots Y'\lambda\rbrack'$ of dimensions $(p + m) \times 1$ with $p + m = N$ in such a way that $\lbrack X_1'X_1\rbrack$ reduced to a diagonal matrix. In the present note, the earlier results have been generalized in the sense that the design matrix $X$ need not be square, that is, of dimensions $p \times p$, but is of dimensions $(p + m_1) \times p, p + m_1 < N$, implying that $p$ effect parameters be estimated from $(p + m_1)$ observations. Besides this generalization the following additional results were obtained: (i) the structural relationship between the effect parameters retained and the observations omitted was derived, (ii) a working rule was developed for constituting the irregular fractional replicate with observations that are internally consistent making it possible to estimate the effect parameters, and (iii) a desirable procedure of designing the fractional replicate to obtain maximum efficiency was set forth.
Publié le : 1966-08-14
Classification: 
@article{1177699383,
     author = {Banerjee, K. S. and Federer, W. T.},
     title = {On Estimation and Construction in Fractional Replication},
     journal = {Ann. Math. Statist.},
     volume = {37},
     number = {6},
     year = {1966},
     pages = { 1033-1039},
     language = {en},
     url = {http://dml.mathdoc.fr/item/1177699383}
}
Banerjee, K. S.; Federer, W. T. On Estimation and Construction in Fractional Replication. Ann. Math. Statist., Tome 37 (1966) no. 6, pp.  1033-1039. http://gdmltest.u-ga.fr/item/1177699383/