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| EKOZ5050 | Statistical Analysis - I | 3+0+0 | ECTS:7.5 | | Year / Semester | Fall Semester | | Level of Course | Second Cycle | | Status | Compulsory | | Department | DEPARTMENT of ECONOMETRICS | | Prerequisites and co-requisites | None | | Mode of Delivery | | | Contact Hours | 14 weeks - 3 hours of lectures per week | | Lecturer | Prof. Dr. Tuba YAKICI AYAN | | Co-Lecturer | | | Language of instruction | Turkish | | Professional practise ( internship ) | None | | | | The aim of the course: | | The aim of the course is to provide the basic statistical knowledge for statistical inferences |
| Programme Outcomes | CTPO | TOA | | Upon successful completion of the course, the students will be able to : | | | | PO - 1 : | understand the basic statistical and probability concepts | 10 | 1, | | PO - 2 : | represent the data and graphing | 10 | 1, | | PO - 3 : | apply the statistical and probability formulas | 10 | 1, | | PO - 4 : | determine the appropriate probability distribution | 10 | 1, | | PO - 5 : | explain the data and results.
| 10 | 1, | | CTPO : Contribution to programme outcomes, TOA :Type of assessment (1: written exam, 2: Oral exam, 3: Homework assignment, 4: Laboratory exercise/exam, 5: Seminar / presentation, 6: Term paper), PO : Learning Outcome | | |
| Basic Conceps, Statistical Presentations and Graphical Displays, Measures of Locations, Measures of Variability, Probability, Random Variables, Probability Distributions for Random Variables. |
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| Course Syllabus | | Week | Subject | Related Notes / Files | | Week 1 | Basic Concepts: Scales and measurement, discrete and continuous variables, complete count and population parameters, random sampling and sample statistics, decpriptive and inferential statitics, | | | Week 2 | Frequency distribution, histogram, frequency polygons, frequency curves, cumulative and relative frequency distributions, the "and-under" type of frequency distributions | | | Week 3 | Measures of Location: The aritmetic mean, the median, the mode, relationship between the mean and the median, quartiles, deciles and percentiles | | | Week 4 | Measures of Variability: The range, the mean absolute deviation, the variance and standard deviation, the coefficient of variation, coefficient of skewness | | | Week 5 | Basic Concepts on Probability: The axioms of probability, some important theorems on probability, conditional probability, the rules of multiplications | | | Week 6 | Independent events, the rules of addition, Bayes' rule | | | Week 7 | Random Variables: Discrete and continuous random variables, probability function, density function, distribution functions, | | | Week 8 | Random Variables: The expected value for random variable, variance of random variable | | | Week 9 | Mid-term exam | | | Week 10 | Random Variables: Distributions of functions of random variables | | | Week 11 | Random Variables: Moments and moment generating function,skewness and kurtosis of random variables | | | Week 12 | Quiz | | | Week 13 | Random Variables: joint distributions, covariance, correlation coefficient | | | Week 14 | Probability Distributions: Bernoulli, binomial, hypergeometric and poisson distribution, | | | Week 15 | Probability Distributions: Uniform distribution, normal distribution, central limit theorem, | | | Week 16 | End-of-term exam | | | |
| 1 | Newbold, P. (Çev. Şenesen, Ü.) 2000; İşletme ve İktisat İçin İstatistik, Literatür Yayıncılık, İstanbul | | | |
| 1 | Aytaç, M. 2001; Matematiksel İstatistik, Ezgi Kitabevi, Bursa | | | 2 | Türedi, N. 2014; Uygulamalı Temel İstatistik Yöntemler, Celepler Matbaacılık, Trabzon | | | |
| Method of Assessment | | Type of assessment | Week No | Date | Duration (hours) | Weight (%) | | Mid-term exam | 9 | 11/2024 | 1,15 | 30 | | Homework/Assignment/Term-paper | 12 | 12/2024 | 0,50 | 20 | | End-of-term exam | 16 | 01/2025 | 1,15 | 50 | | |
| Student Work Load and its Distribution | | Type of work | Duration (hours pw) | No of weeks / Number of activity | Hours in total per term | | Yüz yüze eğitim | 3 | 14 | 42 | | Sınıf dışı çalışma | 8 | 14 | 112 | | Arasınav için hazırlık | 12 | 2 | 24 | | Arasınav | 2 | 1 | 2 | | Ödev | 3 | 2 | 6 | | Kısa sınav | 1 | 1 | 1 | | Dönem sonu sınavı için hazırlık | 12 | 3 | 36 | | Dönem sonu sınavı | 2 | 1 | 2 | | Total work load | | | 225 |
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