Код курса CitiD016
Кредитные пункты 6
Общее количество часов162
Kоличество часов лекций36
Kоличество часов семинаров и практических занятий28
Количество часов самостоятельной работы студента98
Дата утвеждения курса10.06.2020
Разработчики курса
Līga Paura
Irina Arhipova
Учебная литературa
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.
Дополнительная литература
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.
Периодика и другие источники информации
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