Lesson plan / STATISTICS-II

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 Face-to-face
Does the course require compulsory or optional work experience? Z
Course Coordinator
Instructor (s) Prof. Dr. ERGİNBAY UĞURLU
Course Assistant

Purpose and Content

The aim of the course To explain simple and multivariate statistical methods to use on economical data.
Course Content Normal Distribution. sampling ( ordinary Random sampling) , estimations and tests of hypothesis. Simple and multiple regression, simple and partial correlation, significance tests of coefficients, predictions and determining confidence intervals.

Weekly Course Subjects

1Discrete Random Varianles and Probablity Distributions, Expected Values and Variances
2Binomial Distribution and Poison Distribution, Expected Values and Variances
3Continious Random Varianles and Normal Distrubition
4Example of Normal Distribution Problems-Z Table
5Hypothesis Tests (One sample )
6Hypothesis Tests (Two sample)
7Hypothesis Tests More Than Two sample and Vairance Analysis
8Chi-Square Tests: Contingency table , Chi-square Test of Independence
9Chi-Square Tests: Chi-square goodness of fit test and Chi-square test of homogeneity
10Covariance and Correlation
11Partial correlation and multiple correlation.
12Estimates of Parameters in Simple Linear Regression
13Goodness of fit and forecast
14Multiple linear regression and overwiew of Hpothesis Testing

Resources

RAMSEY, Fred, SCHAFE,Daniel, Statistical Sleuth a Course in Methods of Data Analysis, ,CENGAGEBRAIN
2-SINCICH, Terry, Business Statistics by Examples, 5. Baskı, Prentice Hall, 1996