Code du cours CitiD016
Crédits 6
La quantité totale d'heures en classe162
Nombre de conferences36
Nombre de travaux pratiques et des séminaires28
La quantitē d'heures de travail autonome d'un ētudiant98
Date de l'approbation du cours10.06.2020
Auteurs du cours
Līga Paura
Irina Arhipova
Manuels
1. Jiawei Han, Micheline Kamber. (2006) Data mining: concepts and techniques. San Fransisco: Morgan Kaufmann; Amsterdam [etc.]: Elsevier, 770 pp.
2. Michael P. Marder. (2011) Research methods for science. Cambridge; New York, NY: Cambridge University Press, 227 pp.
3. Joseph F. Hair, Jr., William C. Black, Barry J. Babin, Rolph E. Anderson (2014) Multivariate data analysis. Harlow, Essex: Pearson, 734 pp.
4. Robert I. Kabacoff (2015) R in action: data analysis and graphics with R. Shelter Island, NY: Manning, 579 pp.
5. Siegmund Brandt. (2014) Data analysis: statistical and computational methods for scientists and engineer. Springer, 523 pp.
6. Montgomery, Douglas C., Cheryl L. Jennings, and Murat Kulahci. (2015) Introduction to Time Series Analysis and Forecasting. 2nd ed. Hoboken, N.J.: Wiley-Interscience, Print. Wiley Ser. in Probability and Statistics.
7. Kim, S., Hosmer, D., & Lemeshow, S. (2002). Solutions manual to accompany Applied survival analysis : Regression modeling of time to event data [by] David W. Hosmer, Jr., Stanley Lemeshow / solutions manual authored by Sunny Kim. New York: Wiley-Interscience.
Ouvrages supplémentaires
1. John H. Schuenemeyer, Lawrence J. Drew. (2011). Statistics for Earth and Environmental Scientists. Hoboken, New Jersey: John Wiley & Sons, 407 pp.
2. Joseph F. Hair [et al.] (2010) Multivariate data analysis: a global perspective. Upper Saddle River [etc.]: Pearson, 800 pp.
3. Bunday, B. (1984). Basic optimisation methods / Brian D. Bunday. London: Edward Arnold.
4. Massimiliano Bonamente. (2013) Statistics and analysis of scientific data. New York: Springer, 301 pp.
5. Nathabandu T. Kottegoda, Renzo Rosso (2008) Applied statistics for civil and environmental engineers. Oxford; Malden, MA: Blackwell Publishing, 718 pp.
6. John W. Creswell. Research design: qualitative, quantitative, and mixed methods approaches. Thousand Oaks, Calif.: Sage, 2009, P.260.
Périodiques et d`autres ressources d`information
1. Statistical Analysis and Data Mining.Hoboken, Wiley-Blackwell. ISSN:1932-1864. E-ISSN:1932-1872
2. Electronic Journal of Applied Statistical Analysis. ESE - Salento University Publishing. ISSN:2070-5948
3. International Journal of Data Mining, Modelling and Management. Inderscience. ISSN:1759-1163. E-ISSN:1759-1171