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AGRO 7010 – Experimental Statistics

Level

Master/Doctoral

Credits

04 (60 h)

Content:

Review of descriptive statistics. Hypothesis and significance tests. Basic principles of experimentation. Analysis of variance requirements. Completely randomized designs; random blocks and Latin square. Factorial experiments. Experiments in sub-divided plots or “Split-plot”. Reticulated designs or “Lattices”. Covariance. Correlation and regression coefficient.

Professor

Bruno Portela Brasileiro

References

BANZATTO, D. A; KRONKA, S. N. Experimentação agrícola. Jaboticabal: Funep/Unesp. 2006, 237p.

BERTOLDO, J.G; COIMBRA, J.L.M; GUIDOLIN, A.F; MANTOVANI, A. VALE, N.M. Problemas relacionados com o uso de testes de comparação de médias em artigos científicos. Revista Biotemas, v.21, p.145-153, 2008.

BORGES, L.C; FERREIRA, D, F. Poder e taxas de erro tipo I dos testes Scott-Knott, Tukey e Student-Newman Keuls sob distribuições normal e não normais dos resíduos. Rev. Mat. Estat., v.21, p.67-83, 2003.

BRIEN, C.J; BERGER, B; RABIE, H; TESTER, M. Accounting for variation in designing greenhouse experiments with special reference to greenhouses containing plants on conveyor systems. Plant Methods, v.9, p1-21, 2013.

SNEDECOR, G. W. Statistical methods applied to experiments in agriculture and biology. Ames: The Iowa State College Press, 1937.

HINKELMANN, K.; KEMPTHORNE, O. The design and analysis of experiments. New York: Wiley, 2005.

BHERING, L.L; CRUZ, C.D; VASCONCELOS, E.S; FERREIRA, A; RESENDE JUNIOR, M.F.R. Alternative methodology for Scott-Knott test. Crop Breeding and Applied Biotechnology, v.8, p.9-16, 2008.

MONTGOMERY, D. C. Design and Analysis of Experiments. Ed. Wiley; 7th edition, 2008.

NOGUEIRA, D. A; PEREIRA, G.M. Desempenho de testes para homogeneidade de variâncias em delineamentos inteiramente casualizados. Sigmae, v.2, n.1, p. 7-22. 2013.

OEHLERT, G. W. A First Course in Desing and Analysis of Experiments. Retrieved from the University of Minnesota, 2010.

PIMENTEL-GOMES, F. Curso de Estatística Experimental. Piracicaba: FEALQ. 2009, 451p.

PIMENTEL-GOMES, F. An extension of the method of joint analysis of experiments in complete randomized blocks. Biometrics, v.26, p.332-336, 1970.

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Universidade Federal do Paraná
Agronomy Plant Production – Graduated Program
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