Lesson plan / STATISTICS-II

Lesson Information

Course Credit 3.0
Course ECTS Credit 5.0
Teaching Language of Instruction İngilizce
Level of Course Bachelor's Degree, TYYÇ: Level 6, EQF-LLL: Level 6, QF-EHEA: First Cycle
Type of Course Compulsory
Mode of Delivery Face-to-face
Does the course require compulsory or optional work experience? Z
Course Coordinator
Instructor (s)
Course Assistant

Purpose and Content

The aim of the course The main objective of this course is to explain simple and multivariate statistical methods to use on economical data.
Course Content The contents of this course: Simple and multiple regression, simple and partial correlation, significance tests of coefficients, predictions and determining confidence intervals.

Weekly Course Subjects

1Experimental Design and Introduction to Analysis of Variance
2Analysis of Variance (One-Way ANOVA)
3Analysis of Variance (Two-Way ANOVA)
4Calculation and interpretetion of situation and statistical connections
5Simple Linear Regression and Correlation
6Simple Linear Regression and Correlation with Coefficient Tests
7Simple Linear Regression and Correlation with Coefficient Tests
8Applications
9Mid-term exam
10Chi-square independence test, Chi-square homogenity test
11Chi-square goodness of fit test for the Uniform, Binomial and Poisson Distribution
12Chi-square goodness of fit test for the Normal Distribution
13Time Series Analysis and Forecasting
14Time Series Analysis and Forecasting

Resources

1- Rossman, Allan J. and Chance, Beth L., Workshop Statistics, Second Edition,2007.
2- Ross Sheldon, Introduction to Probability and Statistics for Engineers and Scientists, Academic Press, Fourth Edition,2009.