Lesson plan / STATISTICS-II

Lesson Information

Course Credit 4.0
Course ECTS Credit 7.0
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)
Course Assistant

Purpose and Content

The aim of the course This course's is to introduce students the sampling distributions, estimation, confidence intervals, hypothesis testing forecasting, computer applications.
Course Content Students will comprehend sampling distributions, estimation, confidence intervals, hypothesis testing, power of test, analysis of variance for one or two factor designs, linear regression, basic nonparametric procedures. Elementary time series analysis, trends, seasonality, forecasting, computer applications

Weekly Course Subjects

1Sampling distributions
2Estimation, confidence intervals,
3Decision theory, hypothesis testing
4Small sampling theory, student-t and chi square distributions
5Chi-square tests
6Least square methods
7Correlation analysis
8Linear regression analysis
9Multiple and partial correlation analysis
10Analysis of variance for one factor designs
11Analysis of variance for two factor designs
12Basic nonparametric procedures
13Elementary time series analysis, trends, seasonality, forecasting
14Computer applications

Resources

1.Spiegel M.R.&Stephens L.J., (tercüme:Esin A.,),İstatistik, Nobel Yayın,1999Spiegel M.R.&Stephens L.J., (tercüme:Esin A.,),İstatistik, Nobel Yayın,1999,
2. Bilge Aloba Köksal, İstatistik Analiz Yöntemleri, Boğaziçi yayınları, İstanbul, 1977
3. Merih İpek, İstatistiğe Giriş-I (Betimsel İstatistik-), Beta Basım yayın, İstanbul, 1988
4. Spiegel M.R, Statistics, Schaum's Outline Series, 1961, U.S.A
5. Özkan Ünver, Hamza Gamgam, B.Altun Kaynak, Temel İstatistik Yöntemler, seçkin yayınevi(SPSS Uygulamalı),Ankara, 2011
6. James, T. McClave and Terry Sincich, Statistics, International edition Tenth Edition
7. Mario F. Triola, Elementary Statistics, Addison-Wesley, USA, 1997
8. Snedecor, G.W. and Cochran, W.G. Statistical Methods, the Iowa State University Press, Iowa, 1980