TÜRKÇE
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Information
| Code | EKMZ207 |
| Name | Statistics I |
| Term | 2024-2025 Academic Year |
| Semester | 3. Semester |
| Duration (T+A) | 3-0 (T-A) (17 Week) |
| ECTS | 5 ECTS |
| National Credit | 3 National Credit |
| Teaching Language | Türkçe |
| Level | Lisans Dersi |
| Type | Normal |
| Label | C Compulsory |
| Mode of study | Yüz Yüze Öğretim |
| Catalog Information Coordinator | Prof. Dr. EBRU ÖZGÜR GÜLER |
| Course Instructor |
Prof. Dr. EBRU ÖZGÜR GÜLER
(A Group)
(Ins. in Charge)
|
Course Goal / Objective
This course aims to provide basic knowledge and skills about probability, random variables and some special distributions by analyzing and interpreting the collected data using graphical and descriptive methods.
Course Content
In this course, the importance of data analysis, how to analyze data and interpret the results, basic probability rules, random variables and their use in real life, some special discrete (Bernoulli, Binomial, Poisson, etc.) and continuous (normal and standard normal distribution) random variables are covered.
Course Precondition
None
Resources
Ünver, Ö., & Hamza, (2021). SPSS Uygulamalı Temel İstatistik Yöntemler (10. baskı).
Notes
Akdeniz, F. (2017). Olasılık ve İstatistik. Nobel Yayınevi.
Course Learning Outcomes
| Order | Course Learning Outcomes |
|---|---|
| LO01 | Defines the importance of Statistics in Social Sciences |
| LO02 | Analyzes data using graphical methods |
| LO03 | Describes data using numerical measures |
| LO04 | Interprets results of the analysis |
| LO05 | Describes the definition of probability and its usage in real life |
| LO06 | Describes random variables |
| LO07 | Defines the difference between discrete and continuous random variables |
| LO08 | Differenciates common discrete variables |
| LO09 | List the main properties of special discrete distributions |
| LO10 | Differenciates common continuous variables |
Relation with Program Learning Outcome
| Order | Type | Program Learning Outcomes | Level |
|---|---|---|---|
| PLO01 | Bilgi - Kuramsal, Olgusal | Explains basic conceptual information about economy and finance | |
| PLO02 | Bilgi - Kuramsal, Olgusal | The departments of finance, law, economics, public administration, business administration and accounting have the necessary qualifications for the public and private sectors. | |
| PLO03 | Beceriler - Bilişsel, Uygulamalı | Analyses the basic conceptual knowledge about economics and finance in the context of current economic and financial developments. | |
| PLO04 | Beceriler - Bilişsel, Uygulamalı | Synthesises the information obtained from different sources within the framework of academic rules in the field of research | 2 |
| PLO05 | Yetkinlikler - Bağımsız Çalışabilme ve Sorumluluk Alabilme Yetkinliği | Works effectively individually and/or in a team. | 4 |
| PLO06 | Yetkinlikler - Öğrenme Yetkinliği | Being aware of the necessity of lifelong learning, follows the current developments in the field. | 2 |
| PLO07 | Yetkinlikler - Öğrenme Yetkinliği | Apart from the traditional approach, it develops new working methods when deemed necessary. | |
| PLO08 | Yetkinlikler - İletişim ve Sosyal Yetkinlik | Turkish and at least one foreign language is used in accordance with the needs of academic life and business life | |
| PLO09 | Yetkinlikler - İletişim ve Sosyal Yetkinlik | Expresses herself orally and in writing | 1 |
| PLO10 | Yetkinlikler - Alana Özgü Yetkinlik | To be able to collect and analyse data from different sources by using contemporary communication tools, methods and processes | 4 |
| PLO11 | Yetkinlikler - Alana Özgü Yetkinlik | Having basic computer knowledge and skills, uses this information in the professional field. | 3 |
| PLO12 | Yetkinlikler - Alana Özgü Yetkinlik | Explains the duties, authority and functioning of public financial institutions | |
| PLO13 | Yetkinlikler - Alana Özgü Yetkinlik | Explains job descriptions and responsibilities of professionals in the field of finance | |
| PLO14 | Yetkinlikler - Alana Özgü Yetkinlik | Have social, scientific and ethical values. |
Week Plan
| Week | Topic | Preparation | Methods |
|---|---|---|---|
| 1 | Statistics and some fundamental definitions | Refer to textbook | Öğretim Yöntemleri: Anlatım, Alıştırma ve Uygulama |
| 2 | Frequency distributions and graphs | Refer to textbook | Öğretim Yöntemleri: Anlatım, Alıştırma ve Uygulama, Problem Çözme |
| 3 | Computer applications of frequency distributions and graphics | Refer to textbook | Öğretim Yöntemleri: Anlatım, Alıştırma ve Uygulama |
| 4 | Central tendency measures (Mean, median, and mode) | Refer to textbook | Öğretim Yöntemleri: Anlatım, Soru-Cevap, Alıştırma ve Uygulama |
| 5 | Central tendency measures (Harmonic and geometric mean and comparison of central tendency measures) | Refer to textbook | Öğretim Yöntemleri: Anlatım, Alıştırma ve Uygulama |
| 6 | Central tendency measures (Mean, median, and mode for grouped data) | Refer to textbook | Öğretim Yöntemleri: Anlatım, Alıştırma ve Uygulama, Örnek Olay, Problem Çözme |
| 7 | Measures of dispersion (Range, mean absolute deviation, variance and standard deviation, coefficient of variation) | Refer to textbook | Öğretim Yöntemleri: Anlatım, Alıştırma ve Uygulama |
| 8 | Mid-Term Exam | General review for the midterm exam | Ölçme Yöntemleri: Yazılı Sınav |
| 9 | Some probability concepts (Different probability approaches) | Refer to textbook | Öğretim Yöntemleri: Anlatım, Soru-Cevap, Alıştırma ve Uygulama |
| 10 | Some probability concepts (Addition and Multiplication Rule) | Refer to textbook | Öğretim Yöntemleri: Anlatım, Alıştırma ve Uygulama, Örnek Olay |
| 11 | Random variables (Discrete random variables and their expected value and variance) | Refer to textbook | Öğretim Yöntemleri: Anlatım, Alıştırma ve Uygulama |
| 12 | Random variables (Continuous random variables and their expected value and variance) | Refer to textbook | Öğretim Yöntemleri: Anlatım, Alıştırma ve Uygulama |
| 13 | Some common discrete distributions (Bernoulli, Binomial, Geometric) | Refer to textbook | Öğretim Yöntemleri: Anlatım, Alıştırma ve Uygulama, Örnek Olay, Problem Çözme |
| 14 | Some common discrete distributions (Poisson, Uniform) | Refer to textbook | Öğretim Yöntemleri: Anlatım, Alıştırma ve Uygulama |
| 15 | Some common continuous distributions (Normal and standard normal, Normal approximation to Binomial distribution, Exponential distribution) | Refer to textbook | Öğretim Yöntemleri: Anlatım, Alıştırma ve Uygulama, Problem Çözme |
| 16 | Term Exams | General review for the final exam | Ölçme Yöntemleri: Yazılı Sınav |
| 17 | Term Exams | General review for the final exam | Ölçme Yöntemleri: Yazılı Sınav |
Student Workload - ECTS
| Works | Number | Time (Hour) | Workload (Hour) |
|---|---|---|---|
| Course Related Works | |||
| Class Time (Exam weeks are excluded) | 14 | 3 | 42 |
| Out of Class Study (Preliminary Work, Practice) | 14 | 3 | 42 |
| Assesment Related Works | |||
| Homeworks, Projects, Others | 0 | 0 | 0 |
| Mid-term Exams (Written, Oral, etc.) | 1 | 12 | 12 |
| Final Exam | 1 | 18 | 18 |
| Total Workload (Hour) | 114 | ||
| Total Workload / 25 (h) | 4,56 | ||
| ECTS | 5 ECTS | ||