TÜRKÇE
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Information
| Code | ECMZ101 |
| Name | Statistics I |
| Term | 2022-2023 Academic Year |
| Semester | 1. Semester |
| Duration (T+A) | 3-0 (T-A) (17 Week) |
| ECTS | 6 ECTS |
| National Credit | 3 National Credit |
| Teaching Language | İngilizce |
| Level | Lisans Dersi |
| Type | Normal |
| Mode of study | Yüz Yüze Öğretim |
| Catalog Information Coordinator | Prof. Dr. HÜSEYİN GÜLER |
| Course Instructor |
Arş.Gör.Dr. SERA ŞANLI
(A Group)
(Ins. in Charge)
|
Course Goal / Objective
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
Statistics for Business and Economics, Eighth Edition by Paul Newbold, William L. Carlson, and Betty Thorne, 2013
Notes
Introductory Statistics for Business and Economics, 4th Edition by Thomas H. Wonnacott, and Ronald J. Wonnacott
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 the results of the analysis |
| LO05 | Describes the definition of probability and its usage in real life |
| LO06 | Describes random variables |
| LO07 | Analyzes random variables |
| LO08 | Defines the difference between discrete and continuous random variables |
| LO09 | Differenciates common discrete and continuous variables |
| LO10 | Explains properties of discrete and contionus distributions |
Relation with Program Learning Outcome
| Order | Type | Program Learning Outcomes | Level |
|---|---|---|---|
| PLO01 | Bilgi - Kuramsal, Olgusal | Explain the basic concepts and theorems in the fields of Econometrics, Statistics and Operations research | 5 |
| PLO02 | Bilgi - Kuramsal, Olgusal | Acquires basic Mathematics, Statistics and Operation Research concepts | 5 |
| PLO03 | Bilgi - Kuramsal, Olgusal | Describes the necessary concepts of Business | |
| PLO04 | Beceriler - Bilişsel, Uygulamalı | Equipped with the foundations of Economics, and develops Economic models | |
| PLO05 | Beceriler - Bilişsel, Uygulamalı | Models problems with Mathematics, Statistics, and Econometrics | 5 |
| PLO06 | Beceriler - Bilişsel, Uygulamalı | Has the ability to analyze/interpret at the conceptual level to develop solutions to problems | 3 |
| PLO07 | Beceriler - Bilişsel, Uygulamalı | Collects/analyses data | 5 |
| PLO08 | Bilgi - Kuramsal, Olgusal | Interprets the results analyzed with the model | 5 |
| PLO09 | Beceriler - Bilişsel, Uygulamalı | Combines the information obtained from different sources within the framework of academic rules in a field which does not research | |
| PLO10 | Beceriler - Bilişsel, Uygulamalı | It develops traditional approaches, practices and methods into new working methods when it deems necessary | |
| PLO11 | Yetkinlikler - Bağımsız Çalışabilme ve Sorumluluk Alabilme Yetkinliği | Leads by taking responsibility individually and/or within the team | |
| PLO12 | Yetkinlikler - Öğrenme Yetkinliği | In addition to herself/himself professional development, constantly improves in scientific, cultural, artistic and social fields in line with interests and abilities | |
| PLO13 | Yetkinlikler - Öğrenme Yetkinliği | Being aware of the necessity of lifelong learning, it follows the current developments in the field / constantly renews itself | |
| PLO14 | Yetkinlikler - İletişim ve Sosyal Yetkinlik | Uses a package program of Econometrics, Statistics, and Operation Research | 2 |
| PLO15 | Yetkinlikler - İletişim ve Sosyal Yetkinlik | Uses Turkish and at least one other foreign language, academically and in the business context | |
| PLO16 | Yetkinlikler - İletişim ve Sosyal Yetkinlik | Interprets the feelings, thoughts and behaviors of the related persons correctly/expresses himself/herself correctly in written and verbal form | |
| PLO17 | Yetkinlikler - Alana Özgü Yetkinlik | Interprets data on current economic and social issues | 2 |
| PLO18 | Yetkinlikler - Alana Özgü Yetkinlik | Applies social, scientific and professional ethical values |
Week Plan
| Week | Topic | Preparation | Methods |
|---|---|---|---|
| 1 | Statistics and some fundamental definitions | Textbook - Chapter 1 | Öğretim Yöntemleri: Anlatım, Alıştırma ve Uygulama |
| 2 | Frequency distributions and graphs - 1 | Textbook - Chapter 1 | Öğretim Yöntemleri: Anlatım, Alıştırma ve Uygulama, Problem Çözme |
| 3 | Frequency distributions and graphs - 2 | Textbook - Chapter 1 | Öğretim Yöntemleri: Anlatım, Alıştırma ve Uygulama, Problem Çözme |
| 4 | Central tendency measures (Mean, median, and mode) | Textbook - Chapter 2 | Öğretim Yöntemleri: Anlatım, Soru-Cevap, Alıştırma ve Uygulama |
| 5 | Central tendency measures (Harmonic and geometric mean and comparison of central tendency measures) | Textbook - Chapter 2 | Öğretim Yöntemleri: Anlatım, Alıştırma ve Uygulama, Problem Çözme |
| 6 | Central tendency measures (Mean, median, and mode for grouped data) | Textbook - Chapter 2 | Öğretim Yöntemleri: Anlatım, Alıştırma ve Uygulama, Problem Çözme |
| 7 | Measures of dispersion (Range, mean absolute deviation, variance and standard deviation, coefficient of variation) | Textbook - Chapter 2 | Öğretim Yöntemleri: Anlatım, Alıştırma ve Uygulama |
| 8 | Mid-Term Exam | General review for the midterm exam | Ölçme Yöntemleri: Yazılı Sınav |
| 9 | Some probability concepts - 1 | Textbook - Chapter 3 | Öğretim Yöntemleri: Anlatım, Alıştırma ve Uygulama |
| 10 | Some probability concepts - 2 | Textbook - Chapter 3 | Öğretim Yöntemleri: Anlatım, Alıştırma ve Uygulama, Problem Çözme |
| 11 | Random variables (Discrete random variables and their expected value and variance) | Textbook - Chapter 4 | Öğretim Yöntemleri: Anlatım, Alıştırma ve Uygulama |
| 12 | Random variables (Continuous random variables and their expected value and variance) | Textbook - Chapter 4 | Öğretim Yöntemleri: Anlatım, Alıştırma ve Uygulama, Benzetim |
| 13 | Some common discrete distributions (Bernoulli, Binomial, Geometric) | Textbook - Chapter 4 | Öğretim Yöntemleri: Anlatım, Alıştırma ve Uygulama, Örnek Olay |
| 14 | Some common discrete distributions (Poisson, Uniform) | Textbook - Chapter 4 | Öğretim Yöntemleri: Anlatım, Alıştırma ve Uygulama, Örnek Olay, Problem Çözme |
| 15 | Some common continuous distributions (Normal and standard normal, Normal approximation to Binomial distribution, Exponential distribution) | Textbook - Chapter 5 | Öğretim Yöntemleri: Anlatım, Alıştırma ve Uygulama, Benzetim, 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 | 5 | 70 |
| Assesment Related Works | |||
| Homeworks, Projects, Others | 0 | 0 | 0 |
| Mid-term Exams (Written, Oral, etc.) | 1 | 15 | 15 |
| Final Exam | 1 | 30 | 30 |
| Total Workload (Hour) | 157 | ||
| Total Workload / 25 (h) | 6,28 | ||
| ECTS | 6 ECTS | ||