Ders Akışı

Hafta Konular ÖnHazırlık
1 Basic statistical notions and graphics
2 Measures of Central Tendency, Arithmetic mean, weighted arithmetic mean, Geometric, Harmonic and Quadratic means.
3 Mod, median and quartiles, graphical presentation of mod and median, relation
4 Deviation measures, range, interquartile range, mean absolute deviation
5 Standard deviation, variation coefficient
6 Skewness and Kurtosis, Pearson and Bowley skewness measures and moments
7 Skewness and kurtosis measures based on Central moment
8 Probability notion, set theory, counting techniques.
9 Sample space and event, probability definitions, probability theories and axioms, conditional probability.
10 Depend and Independent events, Bayes theorem
11 Discrete probability distributions, Binomial, Poisson, Hypergeometric distribution
12 Continuous probability distributions, Uniform, Exponential, Normal distribution.
13 Relationships between two or more variables, correlation, determination and undetermination coefficients.
14 Regression analysis, Simple linear regression, Last square estimation


Ders Notu 1. Probability and statistics for engineering and the sciences by Jay L. Devore. 2015.
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