Předmět Statistical Data Analysis with SPSS (SOC758)

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Materiál	Typ	Datum	Počet stažení

Cíl

Statistical Data Analysis with SPSS is a course intended for students with few or no experience with the statistical software SPSS. The course is designed to introduce the basic statistics necessary to analyze data provided by various quantitative studies using SPSS. The course will offer students an overview of the following issues: 1) the basic notions in statistics - population, parameters, descriptive statistics, inferential statistics, sample, variables etc.; 2) creating data files in SPSS, 3) running statistical analysis, reading outputs and interpreting the results of the analysis.In other words, graduates of this course are able to:- explain basic notions in statistics- demonstrate ability to build databases in SPSS- employ SPSS in order to analyse data

Osnova

Seminar 1: Course management, introduction – strategies in statistical analysis: research problems and questions, measurement, variablesSeminar 2: Data display and databases. Working with databases - data files, entering data, merging files, syntax and output files – how to work with OPEN, SAVE, EDIT, VIEW, MERGE, UTILITIES in SPSSSeminar 3: Variable transformation and selecting cases – how to work with TRANSFORM, RECODE, COMPUTE, COUNT, RANK CASES and SELECT CASESSeminar 4: The basic of one-dimensional analysis – the distribution of categorical and continuous data – how to work with DESCRIPTIVE STATISTICS –FREQUENCIES, DESCRIPTIVES, EXPLORE, GRAPHSSeminar 5: Normal distribution and normal standardized distribution.Seminar 6: Testing hypotheses. Inference statisticsSeminar 7: Reading weekSeminar 8: Univariate analysis – testing hypothesis and comparing groups using means – how to work with MEANS, T-Test, ANOVASeminar 9: Basic bivariate analysis – conditional tables – how to work with CROSSTABSSeminar 10 Statistical correlation and its measurement – correlation coefficients – how to work with CROSSTABS, CORRELATE – BIVARIATESeminar 11: How to detect the influence of a third variable – working with sub-samples and partial coefficients – how to work with CORRELATE – PARTIAL CORRELATIONSeminar 12: Factor analysis – how to work with DATA REDUCTION → FACTOR ANALYSIS, Basic linear regression – how to work with REGRESSION → LINEAR REGRESSIONSeminar 13: Review; Q&A

Literatura

povinná literaturaMiller, R.L. - SPSS for Social Scientists, Houndsmill: Palgrave, 2002FIELD, Andy P. Discovering statistics using SPSS :(and sex, drugs and rock 'n' roll). 3rd ed. London: Sage, 2009. xxxiii, 82. ISBN 978-1-84787-907-3. infoHandbook of data analysis. Edited by Melissa A. Hardy - Alan Bryman. London: Sage Publications, 2004. xvii, 704. ISBN 0-7619-6652-8. infoVAUS, David A. de. Analyzing social science data. 1st pub. London: SAGE Publications, 2002. xxiv, 401. ISBN 0-7619-5938-6. infodoporučená literaturaAntonius, R. - Interpreting quantitative data with SPSS, London: Sage Publications, 2003SPSS 15.0 advanced statistical procedures companion. Edited by Marija J. Norušis. Upper Saddle River, N.J.: Prentice Hall, 2007. xiv, 418 s. ISBN 978-0-13-244712-6. infoneurčenoMorgan, G.A., Griego, O.V. – Easy use and interpretation of SPSS for Windows: answering research questions with statistics, Mahwah: Lawrence Erlbaum Associates Publishers, 1998Bryman A., Duncan C. - Quantitative Data Analysis with SPSS Release 8 for Windows: a guide for social scientists, London, Routledge, 1999

Požadavky

SOUHLAS

Garant

prof. PhDr. Ladislav Rabušic, CSc.

Vyučující

Beatrice Elena Chromková Manea, M.A., Ph.D.