TÜRKÇE
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Information
| Code | EKMZ207 |
| Name | Statistics I |
| 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 |
| Mode of study | Yüz Yüze Öğretim |
| Catalog Information Coordinator | Prof. Dr. EBRU ÖZGÜR GÜLER |
Course Goal
In this course, it is aimed to bring the fundamental knowledge and skills about analyzing and interpreting data with graphs and descriptive statistics and in addition to that bring knowledge about random variables and some common distributions.
Course Content
The course content covers the importance of data analysis, how to analyze data and how to interpret the results of analysis, basic probability concepts, random variables and their usage in real life, some common discrete (Bernoulli, Binomial, Poisson, etc.) and continuous (normal and standard normal) random variables.
Course Precondition
None
Resources
SPSS Uygulamalı Temel İstatistik Yöntemler, 10. Baskı, Prof. Dr. Özkan ÜNVER, Prof. Dr. Hamza GAMGAM ve Prof. Dr. Bülent ALTUNKAYNAK, Seçkin Yayınevi, Eylül 2021.
Notes
Olasılık ve İstatistik, Fikri AKDENİZ, Nobel Yayınevi, 2017. Bilimsel Araştırmalarda SPSS ile İstatistik, Selahattin Güriş ve Melek Astar, DER Yayınları, 2014. İktisadi ve İdari Bilimler İçin İstatistik, Ziya Gökalp Göktolga, Seçkin Yayınevi, Eylül 2013.
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 | interprets data from different sources using contemporary communication tools, methods and processes. | 4 |
| PLO03 | Bilgi - Kuramsal, Olgusal | Having basic computer knowledge and skills, she uses this knowledge in the professional field | 3 |
| PLO04 | Bilgi - Kuramsal, Olgusal | explain the duties and authorities of Public Financial Institutions. | |
| PLO05 | Yetkinlikler - Bağımsız Çalışabilme ve Sorumluluk Alabilme Yetkinliği | Works effectively individually and/or in a team. | 4 |
| PLO06 | Beceriler - Bilişsel, Uygulamalı | Synthesizes and effectively presents the information obtained from different sources within the framework of academic rules in the field of research. | 2 |
| PLO07 | Beceriler - Bilişsel, Uygulamalı | Being aware of the necessity of lifelong learning, she follows the current developments in her field. | 2 |
| PLO08 | Beceriler - Bilişsel, Uygulamalı | Synthesizes the information obtained from different sources within the framework of academic rules. | 3 |
| PLO09 | Yetkinlikler - Bağımsız Çalışabilme ve Sorumluluk Alabilme Yetkinliği | Turkish and at least one foreign language is used in accordance with the needs of academic life and business life | |
| PLO10 | Yetkinlikler - Bağımsız Çalışabilme ve Sorumluluk Alabilme Yetkinliği | explain the job descriptions of professional people. | |
| PLO11 | Yetkinlikler - Öğrenme Yetkinliği | Have social, scientific and ethical values. | |
| PLO12 | Yetkinlikler - Öğrenme Yetkinliği | Apart from the traditional approach, it develops new working methods when it deems necessary. | |
| PLO13 | Yetkinlikler - İletişim ve Sosyal Yetkinlik | Expresses herself orally and in writing | 1 |
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 | ||