FF076 - Análise de Dados e Regressão - 2S/2021 Imprimir

Ementa:

1. Análise exploratória: ramos e folhas, desenho esquemático, transformação, alisamento de sequências. 2. Regressão: Os coeficientes, os regressores, os resíduos.

Bibliografia:

Básica

James, G., Witten, D., Hastie, T., Tibshirani, R. An Introduction to Statistical Learning with Applications in R. London: Springer, 2017 (ISBN 978-1-4614-7138-7 (eBook)).

Cleveland, W. S.   Robust locally weighted regression and smoothing scatterplots.   Journal of the American Statistical Association. v.74, n.368, p.829-836, 1979.

Kaufman, L., Rousseeuw, P. J. Finding groups in data: an introduction to cluster analysis. New York: Wiley. 1990. xiv, 342 p. p. (Wiley series in probability and mathematical statistics. Applied probability and statistics).

McGill, R., Tukey, J.W., Larsen, W.A. Variation of Box Plots. The American Statistician, v. 32, n.1, pp. 12-16, 1978.

Complementar

Moura, F. A., Martins, L. E. B., Cunha, S. A. Analysis of football game-related statistics using multivariate techniques. Journal of Sports Sciences, v.32, p.1881-1887, 2014.

Dawkins, B. Multivariate analysis of national track records. The American Statistician, v.43, n.2, p.110-115. 1989.

Naik, D. N., Khattree, R. Revisiting Olympic track records: some practical considerations in the principal component analysis. The American Statistician, v.50, n.2, p.140-144. 1996.

Weisberg, S. Applied linear regression. New York: John Wiley & Sons, 1985.

Barros, R. M. L., Cunha, S. A.  et al. Representation and analysis of soccer players’ actions using principal components. Journal of Human Movement Studies, v.51, p.103-116. 2006.

Ano de Catálogo: 2021

Créditos: 6