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    ZO328 Statistical Data Analysis

    Prof. Dr. Katarina Košmelj

    Year 1, Term 1

    Credits: 6

    Hours: 75

    Syllabus

    • Statistics and computing. Coursework with statistical software R.
    • Preliminary statistical analysis. Graphical presentation, basic descriptive statistics and analysis.
    • Regression and correlation.
      • Simple linear regression model.
      • Correlation: different correlation coefficients (Pearson, Spearman, Kendall).
      • Nonlinear regression models which can be linearized.
      • Multiple regression.
      • Specific regression models in bio-economics.
    • Multivariate statistics.
      • Distances for numerical and for categorical variables: Euclidean, Manhattan, Jaccard, itd…
      • Cluster analysis. Hierarchical methods, dendrogram. Optimization methods: K-means.
      • Ordination methods: classical multidimensional scaling, graphical presentation.
      • Principal component analysis.
      • An overview of other multivariate methods.

    Assessment

    Homeworks and a positive test in the computer laboratory are the prerequisite for the final written exam.

    Reading list

    • KOŠMELJ, Katarina. Uporabna statistika. 2. dopolnjena izd. Ljubljana: Biotehniška fakulteta, 2007. ISBN 978-961-6275-26-2. http://www.bf.uni-lj.si/agronomija/o-oddelku/katedre-in-druge-org-enote/za-genetiko-biotehnologijo-statistiko-in-zlahtnjenje-rastlin/statistika/uporabna-stat-2007.html. [COBISS.SI-ID 235777024]
    • FERLIGOJ, Anuška. Razvrščanje v skupine : teorija in uporaba v družboslovju, (Zbirka Metodološki zvezki, 4). Ljubljana: Fakulteta za sociologijo, politične vede in novinarstvo, Raziskovalni inštitut, 1989. 182 str. http://dk.fdv.uni-lj.si/metodoloskizvezki/Pdfs/Mz_4Ferligoj.pdf. [COBISS.SI-ID 13947648]
    • KOŠMELJ, Katarina, BRESKVAR ŽAUCER, Lidija. Metode za razvrščanje enot v skupine; osnove in primer = Methods for cluster analysis; introduction and a case study. Acta agric. Slov.. [Tiskana izd.], 2006, let. 87, št. 2, str. 299-310. [COBISS.SI-ID 4803449]
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