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Functional Principal Components Analysis on the Exemple of the Achievements of Students in the Years 2009-2017


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Daniele M., 2006, Functional Principal Components Analysis to Study Environmental Data, http://old.sis-statistica.org/files/pdf/atti/Spontanee%202006_677-680.pdf.Search in Google Scholar

Górecki T., Krzyśko M., 2012, A kernel version of functional principal components analysis, Statistics in Transition, 13(3), pp. 559-568.Search in Google Scholar

Górecki T., Krzyśko M., 2012a, Functional Principal Components Analysis, [in:] Data Analysis Methods and its Applications (eds. J. Pociecha, R. Decker), C.H. Beck, pp.71-87.Search in Google Scholar

Hall P., Hosseini-Nasab M., 2006, On properties of functional principal components analysis, Journal of the Royal Statistical Society, Series B (Statistical Methodology), vol. 68, no. 1, pp. 109-126.10.1111/j.1467-9868.2005.00535.xSearch in Google Scholar

Hall P., Müller H. G., Wang J. L., 2006, Properties of principal component methods for functional and longitudinal data analysis, The Annals of Statistics, vol. 34, no. 3, pp. 1493-1517.10.1214/009053606000000272Search in Google Scholar

Harman H., 1975, Modern Factor Analysis, The University of Chicago Press.Search in Google Scholar

http://www.sis-statistica.it/files/pdf/atti/Spontanee%202006_677-680.pdf.Search in Google Scholar

Ingrassia S., Costanzo G.D., 2005, Functional Principal Component Analysis of Financial Time Series, [in:] M. Vichi, P. Monari, S. Mignani, A. Montanari (eds.), New Developments in Classification and Data Analysis, Springer-Verlag, Berlin, pp. 351-358.10.1007/3-540-27373-5_42Search in Google Scholar

Ramsay J.O., Hooker G., Graves S., 2009, Functional Data Analysis with R and MATLAB, Springer.10.1007/978-0-387-98185-7Search in Google Scholar

Ramsay J.O., Silverman B.W., 2005, Functional Data Analysis, Springer.10.1007/b98888Search in Google Scholar

Silverman B.W., 1996, Smoothed functional principal components analysis by choice of norm, Ann. Statist., 24, pp. 1-24.10.1214/aos/1033066196Search in Google Scholar

Sztemberg-Lewandowska M., 2017, The achievements of students at the II-IV stages of education using functional principal component analysis, Statistics in Transition New Series, March 2017, vol. 18, no. 1, pp. 1-12.10.21307/stattrans-2016-062Search in Google Scholar

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