ERASMUS BIP: Mixed Mobility for Studies (3 - 6 ECTS)

    Course Code: 
    6110-45
    Semester: 
    3rd
    Elective Courses
    Διδάσκων: 

    PAPASTAMOULIS PANAGIOTIS - VAKEROUDIS STAVROS

    Statistical models, Inference and Statistical Learning, Estimating the cumulative distribution function, Bootstrap, Parametric Statistical Inference, Hypothesis testing and p-values, Linear and Logistic Regression, Choosing and evaluating the optimal model, Time Series analysis    

    .

    Recommended Reading

    • Larry Wasserman (2003). All of Statistics - A Concise Course in Statistical Inference.  Springer New York, NY
    • Trevor Hastie, Robert Tibshirani, Jerome Friedman (2009) - The Elements of Statistical Learning - Data Mining, Inference, and Prediction, Second Edition. Springer New York, NY

    The course outline can be found here.