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Information
| Code | EKMZ206 |
| Name | Statistics II |
| Term | 2024-2025 Academic Year |
| Semester | 4. Semester |
| Duration (T+A) | 3-0 (T-A) (17 Week) |
| ECTS | 6 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 Instructor |
1 2 |
Course Goal / Objective
The objective of this course is to bring the knowledge about estimation of population parameters using a sample data and how to make inferences about population parameters.
Course Content
Sampling distributions, hypothesis tests and confidence intervals about single and two population, chi-square test of independence and simple linear regression model will be introduced.
Course Precondition
There are no prerequisites.
Resources
Statistics for Business and Economics- Paul Newbold, William Carlson, Betty Thorne
Notes
Source books, statistical packages
Course Learning Outcomes
| Order | Course Learning Outcomes |
|---|---|
| LO01 | Describes the sampling distributions. |
| LO02 | Explains by establishing statistical hypotheses. |
| LO03 | Differentiates types of error in hypothesis testing. |
| LO04 | Explain the hypotheses about the single stack parameter. |
| LO05 | Explain the hypotheses about the two stack parameters. |
| LO06 | Evaluates the independence of categorical variables with the chi-square test. |
| LO07 | Finds and interprets the correlation coefficient between two continous variables. |
| LO08 | Estimates and interpretes the parameters of simple linear regression model. |
Relation with Program Learning Outcome
| Order | Type | Program Learning Outcomes | Level |
|---|---|---|---|
| PLO01 | Bilgi - Kuramsal, Olgusal | Explain the importance of demand and supply in economy science and the well-running conditions of the market economy | 2 |
| PLO02 | Bilgi - Kuramsal, Olgusal | Define the role of pricing within the event advantage of the market economy. | 2 |
| PLO03 | Bilgi - Kuramsal, Olgusal | Define the role of the state in economy, money and financial policies, the central bank and the structure of the market. | 1 |
| PLO04 | Bilgi - Kuramsal, Olgusal | Perceive the costs and benefits arising from the global economy | 1 |
| PLO05 | Bilgi - Kuramsal, Olgusal | Produce numerical and policy options when confronted with problems. | 2 |
| PLO06 | Bilgi - Kuramsal, Olgusal | Use quantitative and qualitative techniques of model building, decoding and interpretation. | 3 |
| PLO07 | Beceriler - Bilişsel, Uygulamalı | Use the theory of economics in the analysis of economic events. | 3 |
| PLO08 | Beceriler - Bilişsel, Uygulamalı | Use computer programs, do synthesis and present prepared data efficiently. | 4 |
| PLO09 | Beceriler - Bilişsel, Uygulamalı | Apply the methods of economic analysis. | 2 |
| PLO10 | Bilgi - Kuramsal, Olgusal | Analyze at conceptual level and acquires ability in comparing, interpreting, evaluating and synthesizing in order to develop solutions to problems | 3 |
| PLO11 | Beceriler - Bilişsel, Uygulamalı | Use of different sources about an unfamiliar field within academic principles, synthesize gained data and presents effectively. | 4 |
| PLO12 | Yetkinlikler - Bağımsız Çalışabilme ve Sorumluluk Alabilme Yetkinliği | Take responsibility individually and / or in a team, take leadership and work effectively. | 3 |
| PLO13 | Yetkinlikler - Öğrenme Yetkinliği | Follow innovative developments in the field being aware of the necessity of lifelong learning and improving him-/herself.. | |
| PLO14 | Yetkinlikler - İletişim ve Sosyal Yetkinlik | Use Turkish and at least one foreign language in accordance with the requirements of academic and work life. | 3 |
| PLO15 | Yetkinlikler - İletişim ve Sosyal Yetkinlik | Understand and interpret related people´s feelings, thoughts, and behaviours correctly; expresse him-/herself accurately in written and oral language. | 4 |
| PLO16 | Yetkinlikler - Alana Özgü Yetkinlik | Question traditional approaches, practices and methods. | |
| PLO17 | Yetkinlikler - Alana Özgü Yetkinlik | Recognize and apply social, scientific and professional ethical values. | 3 |
Week Plan
| Week | Topic | Preparation | Methods |
|---|---|---|---|
| 1 | Sampling distributions | Refer to textbook | Öğretim Yöntemleri: Anlatım, Soru-Cevap, Alıştırma ve Uygulama, Benzetim |
| 2 | Point estimation and properties of estimators | Refer to textbook | Öğretim Yöntemleri: Anlatım, Soru-Cevap, Alıştırma ve Uygulama, Örnek Olay, Problem Çözme |
| 3 | Testing hypothesis and types of error | Refer to textbook | Öğretim Yöntemleri: Anlatım, Soru-Cevap, Alıştırma ve Uygulama, Gösterip Yaptırma |
| 4 | Point estimation and estimators | Refer to textbook | Öğretim Yöntemleri: Anlatım, Soru-Cevap, Alıştırma ve Uygulama |
| 5 | Hypothesis tests about single population parameters | Refer to textbook | Öğretim Yöntemleri: Anlatım, Soru-Cevap, Alıştırma ve Uygulama, Örnek Olay |
| 6 | Hypothesis tests about two population parameters | Refer to textbook | Öğretim Yöntemleri: Anlatım, Soru-Cevap, Alıştırma ve Uygulama |
| 7 | Continuation of hypothesis testing on two stack parameters | Refer to textbook | Öğretim Yöntemleri: Anlatım, Soru-Cevap, Alıştırma ve Uygulama, Problem Çözme |
| 8 | Mid-Term Exam | General review for the midterm exam | Ölçme Yöntemleri: Yazılı Sınav |
| 9 | Confidence intervals about single population parameters | Refer to textbook | Öğretim Yöntemleri: Anlatım, Soru-Cevap, Alıştırma ve Uygulama |
| 10 | Confidence intervals for single stack parameters cont. | Refer to textbook | Öğretim Yöntemleri: Anlatım, Soru-Cevap, Alıştırma ve Uygulama, Problem Çözme |
| 11 | Confidence intervals about two population parameters | Refer to textbook | Öğretim Yöntemleri: Anlatım, Soru-Cevap, Alıştırma ve Uygulama |
| 12 | Continuation of confidence intervals on two stack parameters | Refer to textbook | Öğretim Yöntemleri: Anlatım, Soru-Cevap, Alıştırma ve Uygulama, Gösterip Yaptırma |
| 13 | Contingency tables and chi-square test of independence | Refer to textbook | Öğretim Yöntemleri: Anlatım, Soru-Cevap, Alıştırma ve Uygulama |
| 14 | Correlation and simple linear regression analysis | Refer to textbook | Öğretim Yöntemleri: Anlatım, Soru-Cevap, Alıştırma ve Uygulama, Örnek Olay, Problem Çözme |
| 15 | Correlation and simple linear regression analysis continued | Refer to textbook | Öğretim Yöntemleri: Anlatım, Soru-Cevap, Alıştırma ve Uygulama |
| 16 | Term Exams | Ölçme Yöntemleri: Yazılı Sınav |
|
| 17 | Term Exams | 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 | ||