Biometrical Letters

ISSN:1896-3811

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Volume (56) Number 2 pp. 183-213

Tadeusz Caliński 1, Agnieszka Łacka 1, Idzi Siatkowski 1

1Department of Mathematical and Statistical Methods, Poznań University of Life Sciences, 60-637, Poznań, Poland

On a new approach to the analysis of variance for experiments with orthogonal block structure. III. Experiments in row-column designs

Summary

The main estimation and hypothesis testing procedures are presented for experiments conducted in row-column designs of a certain desirable type. It is shown that, under appropriate randomization, these experiments have the convenient orthogonal block structure. Due to this property, the analysis of experimental data can be performed in a comparatively simple way. Relevant simplifying procedures are indicated. The main advantage of the presented methodology concerns the analysis of variance and related hypothesis testing procedures. Under the adopted approach one can perform these analytical methods directly, not by combining results from analyses based on some stratum submodels. Practical application of the presented theory is illustrated by four examples of real experiments in the relevant row-column designs. The present paper is the third in the projected series of publications concerning the analysis of experiments with orthogonal block structure.

Keywords: analysis of variance, estimation, hypothesis testing, orthogonal block structure, randomization-derived model, row-column designs

DOI: 10.2478/bile-2019-0014

For citation:

MLA Caliński, Tadeusz, et al. "On a new approach to the analysis of variance for experiments with orthogonal block structure. III. Experiments in row-column designs." Biometrical Letters 56.2 (2019): 183-213. DOI: 10.2478/bile-2019-0014
APA Caliński, T., Łacka, A., & Siatkowski, I. (2019). On a new approach to the analysis of variance for experiments with orthogonal block structure. III. Experiments in row-column designs. Biometrical Letters 56(2), 183-213 DOI: 10.2478/bile-2019-0014
ISO 690 CALIńSKI, Tadeusz, ŁACKA, Agnieszka, SIATKOWSKI, Idzi. On a new approach to the analysis of variance for experiments with orthogonal block structure. III. Experiments in row-column designs. Biometrical Letters, 2019, 56.2: 183-213. DOI: 10.2478/bile-2019-0014