Time Series Analysis in Sport, Performance Development Modeling - PDSK034

• Title: Analýza časových řad ve sportu, modelování vývoje výkonů
• Guaranteed by: Pedagogika, psychologie a didaktika (51-400200)
• Faculty: Faculty of Physical Education and Sport
• Actual: from 2018
• Semester: winter
• Points: 1
• E-Credits: 0
• Examination process: winter s.:
• Hours per week, examination: winter s.:0/0, Ex [HT]
• Capacity: unknown / unknown (unknown)
• Min. number of students: unlimited
• 4EU+: no
• Virtual mobility / capacity: no
• State of the course: taught
• Language: Czech
• Teaching methods: full-time
• Teaching methods: full-time
• Note: course is intended for doctoral students only; course can be enrolled in outside the study plan; enabled for web enrollment; can be fulfilled in the future
• Guarantor: prof. PhDr. Rudolf Kovář, DrSc.

Annotation

Last update: Mgr. Linda Mejsnarová, Ph.D. (26.04.2018)

Student se seznamuje s problematikou analýzy a modelování časových řad a jejím využitím pro zpracování dat ve sportu. Student se naučí práci se statistickým software SPPS, NCSS v modulu time series.

Literature

Last update: Mgr. Linda Mejsnarová, Ph.D. (26.04.2018)

CHATFIELD, C. Introduction to Time Series Analysis. 4th 1989 (reprinted 1992) ed. London: Chapman&Hall, 1992. ISBN 0-412-31820-2.

TILINGER, P. Prognózování vývoje výkonnosti ve sportu. Praha: Karolinum, 2004.

ATKINSON, G., NEVILL, A. M. Selected issues in the design and analysis of sport performance research. Journal of Sports Science, 2001, vol. 19, no. 10, p. 811-827.

BALLERINI, R., RESNIK, S. I. Records in the Presence of a Linear Trend. Advances in Applied Probability, 1987, vol. 19, no. 4, p. 801-828.

BARÃO, M. I., TAWN, J. A. Extremal analysis of short series with outliers: sea-levels and athletics records. Journal of the Royal Statistical Society: Series C (Applied Statistics), 1999, vol. 48, no. 4, p. 469-487.

HEAZLEWOOD, I. T. and G. LACKEY. The use of mathematical models to predict elite sporting performance at the Olympic Games. In: In Key into life, proceedings. Adelaide, January 12-16 1998, Australian Council for Health, Physical Education & Recreation Inc., p.60-64. Australia, 1998.

LIU, Y., SCHUTZ, R. Prediction Models for Track and Field Performances. Measurement in Physical Education and Exercise Science, 1998, vol. 2, no. 4, p. 205-223.