Lesson plan / STATISTICS-I

Lesson Information

Course Credit 3.0
Course ECTS Credit 5.0
Teaching Language of Instruction Türkçe
Level of Course Bachelor's Degree, TYYÇ: Level 6, EQF-LLL: Level 6, QF-EHEA: First Cycle
Type of Course Compulsory
Mode of Delivery Distance Learning
Does the course require compulsory or optional work experience? Z
Course Coordinator
Instructor (s) Assist. Prof. Dr. UĞUR ŞENER|Prof. Dr. ERGİNBAY UĞURLU
Course Assistant

Purpose and Content

The aim of the course making the students enabling commenting and applying the statistical teckniques through basic knowledge of statistic.
Course Content Simple regression model, multiple regression model, general linear model, features of estimators and estimation. Statistical tests. Analysis of variance. Using indicator variables. Forecasting with the help of general linear model. Preselection prediction. Foresight range and effectiveness of foresight. Balance tests by using reduced regression

Weekly Course Subjects

1Introduction to statistics, definition
2Basic terms, population, sample, variable
3Tables and graphs
4Measures of central tendency, mean, weighted mean
5Geometric mean, harmonic mean, quadratic mean
6Mode and median
7Measures of variation (deviation, mean deviation, mean absolute deviation, standart deviation)
8Variance and its properties, coefficient of variation
9Skewness and Kurtosis, Pearson's Skewness Coefficients,
10Moments, Skewness and Kurtosis Moments
11Introduction to Probability Theory and Basic Rules of Probability
12Probablity problem solving
13Conditional probabilities, Bayes' theorem
14Random variables, Expected value, Probability distributions

Resources

İstatistiğe Giriş 1-GAZİ KİTABEVİ- Serdar Kılıçkaplan.
İstatistik Sayıların Arkasını Anlamak-LİTERATÜR - DERS KİTAPLARI- Ümit Şenesen