Block Designs with Neighbour Effects
نویسندگان
چکیده
Abstract: Experiments in agriculture, horticulture, and forestry often show neighbour effects, that is the response on a given plot is affected by the treatments on neighbouring plot as well as by the treatment applied to that plot. When treatments are varieties, neighbour effects may be caused by differences in height, root vigor, or germination date, especially on small plots. As a result, the estimate of treatment differences may deviate because of this interference from neighbouring units. Neighbour-balanced designs ensure that no treatment is unduly disadvantaged by its neighbours. The allocation of treatments in these designs is such that every treatment occurs equally often with every other treatment as neighbours. Some aspects of block designs with neighbour effects have been presented considering the designs in linear blocks. Some methods of obtaining neighbour balanced block designs that are balanced and partially variance balanced for estimating the contrast pertaining to direct and neighbour effects have been described.
منابع مشابه
On the construction of complete and partial nearest neighbour balanced designs
In this paper, methods for constructing two dimensional nearest neighbour balanced (NNB) designs are considered. The methods given by Afsarinejad and Seeger (1988) are extended to give a new family of nearest neighbour balanced designs. Both nearest neighbour balanced designs with and without borders are constructed. A method of construction of a class of partial nearest neighbour balanced (PNN...
متن کاملOn Nearly Balanced Designs for Sensory Trials
In sensory experiments, often designs are used that are balanced for carryover effects. It is hoped that this controls for possible carryover effects, like, e.g., a lingering taste of the products. Proper randomization is essential to guarantee the usual model assumption of independent identically distributed (i.i.d.) errors. We consider a randomization procedure that permutes treatment labels ...
متن کاملOn Optimality and Construction of Circular Repeated-measurements Designs
The aim of this paper is to characterize and construct universally optimal designs among the class of circular repeated-measurements designs when the parameters do not permit balance for carry-over effects. It is shown that some circular weakly neighbour balanced designs defined by Filipiak and Markiewicz (2012) are universally optimal repeated-measurements designs. These results extend the wor...
متن کاملBlock designs for symmetric parallel line assays with block size odd
SUMMARY. In a parallel line assay, there are three treatment contrasts of major importance. Block designs allowing the estimability of all the three contrasts free from block effects, called L-designs, necessarily have the block sizes even. For odd block sizes, we provide here a class of highly efficient designs, called nearly L-designs. These nearly L-designs have been constructed by establish...
متن کاملOn Optimality of the Orthogonal Block Design
In the paper a usual block design with treatment effects fixed and block effects random is considered. To compare experimental design the asymptotic covariance matrix of a robust estimator proposed by Bednarski and Zontek (1996) for simultaneous estimation of shift and scale parameters is used. Asymptotically Aand Doptimal block designs in the class of designs with bounded block sizes are chara...
متن کامل