Course detail

LCE5703 - Experimental Statistics


Credit hours

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

Instructor
Carlos Tadeu dos Santos Dias
Sonia Maria de Stefano Piedade
Taciana Villela Savian

Objective
This course is offered to graduate students registered in other postgraduate programs from ESALQ in master and doctoral level, in order to train them in planning, analysis of agronomic experiments and interpret the results of the obtained data.

Content
Review of general statistics. Random variation. Design of experiments. Completely randomized designs. F test. Multiple comparisons methods. Polynomial regression analysis. Assumptions of mathematical model - data transformation. Designs in randomized blocks. Designs on Latin squares. Factorial experiments. Experiments in split plot. Experiments on tracks. Experiments groups. Covariance analysis.

Bibliography
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BUSSAB, W. Estatística Básica. Edição Saraiva, SP, 6ª Edição. 2009. 500 p.
BARBIN, D. Planejamento e Análise Estatística de Experimentos Agronômicos. Editora Midas, Arapongas, PR, 2003
COCHRAN, W.G. & COX, M.G. . Experimental design. Segunda Edição. John Wiley & Sons, Inc.. New York. 1957.
COX, D.R. . Planning of experiments. John Wiley & Sons, Inc. .New York. 1958.
GOMEZ, K.A. & GOMEZ, A.A.. Statistical procedures for agricultural research. Second edition. John Wiley & Sons, Inc..New York. 1984.
BOX, G.E.P. ; HUNTER, W.G. & HUNTER, J.S.. Statistics for experimenters. John Wiley & Sons, Inc. . New York. 1978.
FERREIRA, P.V. Estatística Experimental Aplicada à Agronomia, EDUFAL, Maceió, 2003
KEMPTHORNE, O.. The design and analysis of experiments. John Wiley & Sons, Inc. . New York. 1965.
HINKELMANN, K. & KEMPTHORNE, 0. Design and analysis of experiments. Vol.I : Introduction to experimental design.. John Wiley & Sons, Inc.. New York..1994.483p.
MEAD, R. & CURNOW, R.. Statistical methods in agriculture and experimental biology. Chapmann Hall. London. 2003, 3ª Edição, 488 p.
MEAD, R. The design of experiments. Cambridge University Press. 1994.
MILLIKEN, G.A. & JOHNSON, D.E. . Analysis of messy data. Vol I : Designed of experiments. Chapmann Hall. London. 1997. 469p.
MILLIKEN, G. A; STROUP, W.W. WOLFINGER, R.D. SAS System for mixed models. SAS Institute Inc. Cary, NC, USA, 1996 615 p.
MONTGOMERY, D.C. . Design and analysis of experiments. John Wiley & Sons, Inc. . New York. 2008 645 p. 7ª edição.
NOGUEIRA, M.C.S. . Estatística experimental aplicada à experimentação agronômica. DME/ESALQ . Piracicaba. 1994. 230p. SAS Institute Inc. SAS/STAT User's Guide, Version G, Fourth Edition, volumes 1 e 2, Cary, NC. 1994.
PIMENTEL-GOMES, F. GARCIA, C.H. Estatística Aplicada a experimentos agronômicos e florestais. Exposição com exemplos e orientação para uso de aplicativos. FEALQ, Biblioteca de Ciências Agrárias "Luiz de Queiroz", vol. 11 - Piracicaba, 2002, 309 p.
SOUZA, G. S. Introdução ao Modelo de Regressão Linear e Não-Linear. Serviço de Produção e Informação. EMBRAPA, Brasília, DF, 1998.
STEEL, R.G.D. & TORRIE, J.H. . Principles and procedures of statistics. McGraw-Hill. New York. 1990.
BANZATTO, D.A. e KRONKA, S.N. Experimentação agrícola. FUNESP, Jaboticabal, 2010. 249 p.