Statistical Inference
Study Cycle: 1
Lectures: 45
Seminars: 0
Tutorials: 30
ECTS credit: 6
Lecturer(s): asist. Šemrov Ana, doc. dr. Komidar Luka, prof. dr. Podlesek Anja
Sampling techniques. The theory of sampling. Probability distributions. Parameter estimation. Hypothesis testing. Effect size and statistical power. Parametric testing of hypotheses about means, proportions, variances, correlations. Testing of the differences between the statistics of two or more samples (t-test, analysis of variance). Analysis in multi-factorial research designs. Resampling, robust and nonparametric methods. Chi-square test.
Field, A. (2012). Discovering statistics using R. London: Sage. (str. 359-461, 498-695, 812–827). COBISS.SI-ID - 3574292
Gravetter, F. J. in Wallnau, L. B. Statistics for the behavioral sciences (10. izd.). (2016). Belmont, CA: Wadsworth. (str. 223-484; 559-702) ali Gravetter, F. J. in Wallnau, L. B. Essentials of statistics for the behavioral sciences (8. izd.). (2014). Belmont, CA: Thomson Wadsworth. (str. 149-448; 509-548). COBISS.SI-ID – 53730146
Internet resources:
HyperStat Online Statistics Textbook, poglavja 6-14, 16-18