Course Information

Course Name	Turkish	Probability and Statistics
	English	Probability and Statistics
Course Code	EEF 271E	Credit	Lecture (hour/week)	Recitation (hour/week)	Laboratory (hour/week)
Semester	2	3	3	-	-
Course Language		English
Course Coordinator		Ibraheem Abdullah Mohammed Shayea
Course Objectives		Inform and teach to engineering students the main probability and statistical methods with techniques for gaining interpretation of their interesting area data.
Course Description		Product rule, permutation, combination, concept of Probability (Kolmogorov axioms), conditional probability and independency, random variables, Probability density function, distribution function, discrete disributions: Bernoulli, Binomial, Poisson, continuous distributions: Normal, Gamma, Exponential, Expectation, Moment generating function, mean, variance, standart deviation, covariance, correlation, Chebchev’s inequality, Estimator and its properties, maximum likelihood estimators, Confidence intervals, Hypothesis testing, One and two sample test for means, Regression.
Course Outcomes		Bu dersi başarıyla tamamlayan öğrenciler; 1. Permütasyon ve kombinasyon problemlerini çözebilme 2. Olasılık, Şartlı olasılık ve rasgele değişken kavramlarını anlayabilme 3. Mühendislikteki gerçek hayat problemlerini istatistik kullanarak çözebilme. 4. İhtimal fonksiyonlarını detaylarını anlayıp bunların mühendislik uygulamalarını yapabilme 5. Merkezi eğilim ve yayılım ölçülerini hesaplamak. 6. İstatistiksel testleri anlamak. 7. Tek ve çift Ana Kütle Ortalaması için Hipotez Testi kurup yapabilmek. 8. En küçük kareler yöntemini regresyon analizi olarak uygulayabilme becerilerini kazanır
Pre-requisite(s)
Required Facilities
Other
Textbook		Sheldon Ross, 1998, A First Course in Probability, Prentice-Hall International. Murray R. Spiegel, 1961, Theory and Problems of Statistics, McGraw-Hill Book Company
Other References

Courses

Help

About