Abstract
We consider an experiment with fixed number of blocks, in which a response to a treatment can be affected by treatments from neighboring units. For such experiment the interference model with neighbor effects is studied. Under this model we study connectedness of binary complete block designs. Assuming the circular interference model with left-neighbor effects we give the condition for minimal number of blocks necessary to obtain connected design. For a specified class of binary, complete block designs, we show that all designs are connected. Further we present the sufficient and necessary conditions of connectedness of designs with arbitrary, fixed number of blocks.
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References
Druilhet P (1999) Optimality of circular neighbor balanced designs. J Stat Plann Infer 81: 141–152
Filipiak K, Markiewicz A (2003) Optimality of circular neighbor balanced designs under mixed effects model. Stat Probab Lett 61: 225–234
Filipiak K, Markiewicz A (2004) Optimality of type I orthogonal arrays for general interference model with correlated observations. Stat Probab Lett 68: 259–265
Filipiak K, Markiewicz A (2005) Optimality and efficiency of circular neighbor balanced designs for correlated observations. Metrika 61: 17–27
Filipiak K, Markiewicz A (2007) Optimal designs for a mixed interference model. Metrika 65: 369–386
Filipiak K, Różański R (2004) Some properties of cyclic designs under an interference model. Coll Biom 34A: 29–42
Filipiak K, Różański R (2005) E-optimal designs under an interference model. Biom Lett 42(2): 133–142
Filipiak K, Różański R, Sawikowska A, Wojtera-Tyrakowska D (2008) On the E-optimality of complete designs under an interference model. Stat Probab Lett 78: 2470–2477
Horn R, Johnson CR (1985) Matrix analysis. Cambridge University Press, Cambridge
John JA (1987) Cyclic designs. Chapman and Hall, London
Markiewicz A (1997) Properties of information matrices for linear models and universal optimality of experimental designs. J Stat Plann Infer 59: 127–137
Raghavarao D, Padgett LV (2005) Block designs. World Scientific, Singapore
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Filipiak, K., Różański, R. Connectedness of complete block designs under an interference model. Stat Papers 50, 779–787 (2009). https://doi.org/10.1007/s00362-009-0247-3
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DOI: https://doi.org/10.1007/s00362-009-0247-3
Keywords
- Interference model
- Information matrix
- Connected design
- Permutation matrix
- Irreducible matrix
- Circulant matrix