Lectures (topics): 1. Introduction to Dependency Analysis, one-way analysis of variance. 2. Measurement depending categorical data. 3. Numeric variables dependence, correlation chart. 4. Introduction to Regression Analysis. 5. Capturing the dependence using linear regression functions in parameters. 6. Capturing the dependence using non-linear regression functions in parameters. 7. Correlation Analysis. 8. Multiple correlations, serial correlation. 9. Introduction to Time Series Analysis and characteristics of time series. 10. Methods of describing the trend component of time series. 11. Description of seasonal and random component of time series. 12. Methods of extrapolation of time series. Introduction to Index Analysis, simple individual indices. 13. Index Analysis - individual composite indices and aggregate indices. Seminars (topics): 1. One-way analysis of variance. 2. Categorical data dependence measurement. 3. Correlation table, conditional characteristics. 4. Regression Analysis - introduction, regression line. 5. Description of dependence using regression hyperbola and parabola. 6. Description of dependence using regression exponential function and other functions of nonlinear parameters. 7. Correlation Analysis. 8. Rank correlation. 9. Basic characteristics of time series. 10. Trend Analysis - line and parabola. 11. Trend Analysis - exponential function and other functions of nonlinear parameters. Moving averages. 12. Description of the seasonal component of time series, seasonal adjustments. 13. Index Analysis.
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IBM SPSS Statistics.
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Hindls, R., Arltová, M., Hronová, S., Malá, I., Marek, L., Pecáková, I., Řezanková, H. Statistika v ekonomii. Praha, 2018. ISBN 978-80-88260-09-7.
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HINDLS, R., HRONOVÁ, S., NOVÁK, I. Metody statistické analýzy pro ekonomy. Management Press. Praha, 2000. ISBN 80-7261-013-9.
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HINDLS, R., HRONOVÁ, S., SEGER, J., FISCHER, J. Statistika pro ekonomy. 8. vydání. Professional Publishing. Praha, 2007. ISBN 978-80-86946-43-6.
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JAROŠOVÁ, E., PECÁKOVÁ, I. Příklady k předmětu Statistika B. Skripta VŠE Praha. Praha, 2005. ISBN 80-245-0680-7.
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MAREK, L. et. al. Statistika v příkladech. 1. vyd. Praha: Professional Publishing, 2013. ISBN 978-80-7431-118-5.
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RABUŠIC, L., Soukup, P., Mareš, P. Statistická analýza sociálněvědních dat (prostřednictvím SPSS). Brno, 2019. ISBN 978-80-210-9247-1.
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SEGER, J., HINDLS, R., HRONOVÁ, J. Statistika v hospodářství. E.T.C. Publishing. Praha, 1998. ISBN 80-86006-56-5.
-
SEGER, J., HINDLS, R. Statistické metody v tržním hospodářství. Victoria Publishing. Praha, 1995. ISBN 80-7187-058-7.
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