Course detail

LCE5705 - Experimental Statistics I


Credit hours

In-class work
per week
Practice
per week
Credits
Duration
Total
3
1
8
15 weeks
120 hours

Instructor
Clarice Garcia Borges Demetrio
Renata Alcarde Sermarini
Sonia Maria de Stefano Piedade

Objective
Teach the students how to plan experiments, analyse the data and conclude, with the aim of practical applications.

Content
Introduction to planning of experiments. Experimental Desings: Completely Randomized Design, Randomized Complete Block, Design and Latin Squares. Missing Plot Estimation. Multiple Comparisons Procedures for Comparing Treatments. Assumptions of the Mathematical Model. Data Transformation. Complete Factorial Designs. 2n and 3n Factorials. Split-plot Designs. Orthogonal Polynomial Regression. Series of Experiments.

Bibliography
BAILEY, R.A. Hasse diagrams in designed experiments: a pictorial aid to thinking about block-ing, stratication, degrees of freedom, randomization, and analysis of variance. In: SIMPOSIO DE ESTATISTICA APLICADA A EXPERIMENTAÇÃO AGRONÔMICA, 11., Londrina, 2005. Mini-curso. Londrina: UEL, 2005. 96p.
BAILEY, R. A. (2008). Design of Comparative Experiments. Cambridge, Cambridge University Press. 348p. ( ISBN-13: 9780521683579)
BARBIN, D. - Planejamento e Análise Estatística de Experimentos Agronômicos. Editora Midas, Arapongas, PR, 2003.
BRIEN, C.J. Determining the analysis of variance table. In: || Statistical Modelling. Disponível em: . Acesso em: 06 mai. 2014.
CAMPOS, H.- Estatística Aplicada à Experimentação com Cana-de-Açúcar, FEALQ, Piracicaba, SP, 1984
COCHRAN, W.G. & COX,G.M. - Experimental Design, 2ª edição. John Wiley, Nova York, 1957.
CORREA da SILVA, J.G. & ZONTA, E.P. - Conceitos e Algorítimos Úteis em Estatística Experimental. IN: IV SIMPÓSIO DE ESTATÍSTICA APLICADA À EXPERIMENTAÇÃO AGRONÔMICA, 1991.
DAGNELIE, P. - Estatística - Teoria e Métodos - 2 volumes (tradução) - Publicações Europa-América, Lisboa.
FEDERER, W.T. - Experimental Design, Macmillan, Nova York, 1955.
HINKELMANN, K. & KEMPTHORNE, O. - Design and Analysis of Experiments - Vol. I : Introduction to Experimental Design, John Wiley, Nova York, 1994 - 483 p.
MEAD, R. - The Design of Experiments - Statistical Principles for Practical Application. Cambridge University Press. 1988.?
MEAD, R. & CURNOW, R.N. - Statistical Methods in Agriculture and Experimental Biology, 3ª edição. Chapman & Hall/CRC, USA. 2002, 304 p.
MILLIKEN, G.A. & JOHNSON, D.E. - Analysis of Messy Data. Volume I: Designed Experiments. Chapmann & Hall, Londres,1996 -469p.
MONTGOMERY, D.C. - Design and Analysis of Experiments, 3 edição. John Wiley & Sons, Nova York. Grupo Editorial Iberoamerica, 1991
PIMENTEL-GOMES, F. - Curso de Estatística Experimental, 14ª edição, Piracicaba, SP 2000.477p.
PIMENTEL-GOMES, F. & GARCIA, C.H. - Estatística Aplicada a Experimentos Agronômicos e Florestais exposição com exemplos e orientações para uso de aplicativos. FEALQ, Piracicaba,SP. 2002. 309 p.
SNEDECOR, G.W. & COCHRAN, W.G. - Statistical Methods. Iwoa St. Un. Press, Ames. 1967.
STEEL, R.G.D. & TORRIE, J.H. - Principles and Procedures of Statistics. McGraw-Hill, Nova York, 1981.
WELHAN, S.J.; GEZAN, S.A.; CLARK, S.J.; MEAD, A. Statistical Methods in Biology: Design and Analysis of Experiments and Regression. Chapman and Hall. 2014.