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# Dersin Bilgileri

 Dersin Adı Türkçe İstatistik İngilizce Statistics Dersin Kodu MAT 244E Kredi Ders (saat/hafta) Uygulama (saat/hafta) Labratuvar (saat/hafta) Dönem - 3 3 - - Dersin Dili İngilizce Dersin Koordinatörü Gül İnan Dersin Amaçları This course aims to: To provide the concepts of sampling and sampling distributions. To provide the applications of point estimation, confidence interval and hypothesis testing . To provide the applications of regression analysis and analysis of variance. Dersin Tanımı This course is an introductory level statistics course on introducing following concepts: sampling from a normal distribution, maximum likelihood estimation, asymptotic properties of maximum likelihood estimators, confidence intervals and pivotal quantities, testing statistical hypothesis and test statistics, optimal tests, powerful tests: power function, Neyman-Pearson theorem, likelihood ratio tests, sufficient statistics, simple linear regression and correlation, analysis of variance. Dersin Çıktıları A student who completed this course successfully is expected to: Use sampling distributions, Estimation and properties of estimators, Evaluate confidence interval, testing hypothesis, Optimal tests, powerful tests, Compute regression and correlations of data, Use variance analysis, Get familiar with Python SciPy and statsmodels libraries. immediately following the course, and/or a few months after the course. Önkoşullar Gereken Olanaklar Diğer Ders Kitabı Diğer Referanslar

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