STATISTICAL APPLICATIONS FOR SOCIAL SCIENCES
- Course
- ISTA602 - STATISTICAL APPLICATIONS FOR SOCIAL SCIENCES
- Department
- Education Administration and Planning - Turkish - PhD
- Course Type
- Course
- Status
- Required
- Language
- Turkish
- Credit
- 3
- ECTS
- 8
- T+P+L
- 3 + 0 + 0
- Course Coordinator(s)
- -
- Prerequisite
- -
Course Description
Entering the data collected to the computer, organizing and getting data ready for statistical analyses; normal distribution and sampling distribution of the mean; establishing confidence intervals; writing research questions, research hypotheses, null hypotheses; hypothesis testing. Descriptive statistics: Measures of central tendency and position measurements (arithmetic mean, median, mode, percentile and quartile); measures of variability (range, variance, standard deviation); summary and display of data. Inferential statistics: t-test applications (single-sample t-test, independent samples t-test, dependent samples t-test), analysis of variance applications (one-way ANOVA, two-way ANOVA, ANCOVA); correlations (Pearson and Spearman correlation coefficients); multiple linear regression; exploratory factor analysis; reliability; non-parametric tests (Wilcoxon signed rank test, Mann-Whitney U test, Kruskal-Wallis test, Chi-Square tests); interpreting and writing results of analyses.
STATISTICAL APPLICATIONS FOR SOCIAL SCIENCES
Evaluation Tools (Active Term)
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Course outcomes
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Course Syllabus
| Week | Topic |
|---|---|
| Week 1 | İstatistiğin temel kavramları |
| Week 2 | VERİLERİN DÜZENLENMESi |
| Week 3 | MERKEZ EĞİLİM VE KONUM ÖLÇÜLERİ |
| Week 4 | DEĞİŞKENLİK ÖLÇÜLERİ |
| Week 5 | NORMAL DAĞILIM VE ÖRNEKLEM ORTALAMALARININ DAĞILIMI |
| Week 6 | GÜVEN ARALIĞI OLUŞTURMA |
| Week 7 | HİPOTEZ TESTİ VE BOŞ HİPOTEZ HAKKINDA KARAR VERME |
| Week 8 | ARASINAV |
| Week 9 | t-TESTİ UYGULAMALARI |
| Week 10 | VARYANS ANALİZİ (ANOVA) UGULAMALARI |
| Week 11 | KORELASYON-BAĞINTI |
| Week 12 | REGRESYON |
| Week 13 | NON-PARAMETRİK YÖNTEMLER |
| Week 14 | AÇIMLAYICI FAKTÖR ANALİZİ VE GÜVENİRLİK TESTİ |
| Week 15 | FİNAL HAFTASI |
Reference Books & Course Materials
- 01 Yaratan, H. (2017). Sosyal bilimler için temel istatistik: SPSS uygulamalı. Ankara: ANI Yayıncılık.
- 02 Bursal, M. (2017). SPSS ile temel veri analizleri. Ankara: ANI Yayıncılık.
- 03 Ders için hazırlanmış PowerPoint slaytları çıktısı
Learning Outcomes
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Program Outcomes
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