ECMZ206 Statistics II

6 ECTS - 3-0 Duration (T+A)- 4. Semester- 3 National Credit

Information

Code ECMZ206
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 İngilizce
Level Lisans Dersi
Type Normal
Mode of study Yüz Yüze Öğretim
Catalog Information Coordinator Prof. Dr. HÜSEYİN GÜLER
Course Instructor
1 2
Arş.Gör.Dr. Çiğdem KOŞAR TAŞ (A Group) (Ins. in Charge)


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

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 Describes the sampling distributions
LO02 Forms the statistical hypothesis
LO03 Defines different estimators
LO04 Differentiates properties of estimators
LO05 Differentiates types of error in hypothesis testing
LO06 Tests hypothesis about single population parameter
LO07 Tests hypothesis about two population parameters
LO08 Forms a confidence interval about single population parameter
LO09 Forms a confidence interval about the difference between two population parameters
LO10 Tests the independence of categorical variables using chi-square test
LO11 Interprets the correlation coefficient between two continous variables
LO12 Estimates 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 sciece and the well-running conditions of the market economy
PLO02 Bilgi - Kuramsal, Olgusal Define the role of pricing within the event advantage of the market economy
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
PLO04 Bilgi - Kuramsal, Olgusal Perceive the costs and benefits arising from the global economy
PLO05 Bilgi - Kuramsal, Olgusal Produce nymerical and policy options when confronted with problems 3
PLO06 Bilgi - Kuramsal, Olgusal Use quantitative and qualitative techniques of model building, decoding and interpretation 5
PLO07 Bilgi - Kuramsal, Olgusal Use the theory of economics in the analysis of economic events 3
PLO08 Bilgi - Kuramsal, Olgusal Use computer programs, do synthesis and present prepared data efficiently
PLO09 Bilgi - Kuramsal, Olgusal Apply the methods of economic analysis.
PLO10 Bilgi - Kuramsal, Olgusal Analyze at conceptual level and aquire abiliy in comparing, interpreting, evaluating and synthesizing in order to develop solutions to problems 3
PLO11 Bilgi - Kuramsal, Olgusal Take responsibility individually and/or in a team, take leadership and work effectively
PLO12 Beceriler - Bilişsel, Uygulamalı Follow innovative developments in the field being aware of the necessity of lifelong learning and improving him-/herself
PLO13 Beceriler - Bilişsel, Uygulamalı Use of different sources about an unfamiliar field within academic principles, synthesize gained data and present effectively 3
PLO14 Yetkinlikler - Bağımsız Çalışabilme ve Sorumluluk Alabilme Yetkinliği Use Turkish and at least one foreign language in accordance with the requirements of academic and work life
PLO15 Yetkinlikler - Bağımsız Çalışabilme ve Sorumluluk Alabilme Yetkinliği Understand and interpret related peoples´ feelings, thoughts and behaviours correctly; express him-/herself accurately in written and oral language
PLO16 Yetkinlikler - Öğrenme Yetkinliği Question traditional approaches, practices and methods. 3
PLO17 Yetkinlikler - Öğrenme Yetkinliği Recognize and apply social, scientific and professional ethical values.


Week Plan

Week Topic Preparation Methods
1 Sampling distributions Textbook - Chapter 6 Öğretim Yöntemleri:
Anlatım, Soru-Cevap, Alıştırma ve Uygulama, Benzetim
2 Point estimation and properties of estimators - 1 Textbook - Chapter 6 Öğretim Yöntemleri:
Anlatım, Soru-Cevap, Alıştırma ve Uygulama, Problem Çözme
3 Point estimation and properties of estimators - 2 Textbook - Chapter 6 Öğretim Yöntemleri:
Anlatım, Soru-Cevap, Alıştırma ve Uygulama, Benzetim
4 Testing hypothesis and types of error Textbook - Chapter 9 Öğretim Yöntemleri:
Anlatım, Soru-Cevap, Alıştırma ve Uygulama, Problem Çözme
5 Hypothesis tests about single population parameters Textbook - Chapter 9 Öğretim Yöntemleri:
Anlatım, Soru-Cevap, Alıştırma ve Uygulama, Problem Çözme
6 Hypothesis tests about two population parameters - 1 Textbook - Chapter 10 Öğretim Yöntemleri:
Anlatım, Soru-Cevap, Alıştırma ve Uygulama
7 Hypothesis tests about two population parameters - 2 Textbook - Chapter 10 Öğretim Yöntemleri:
Anlatım, Soru-Cevap, Alıştırma ve Uygulama
8 Mid-Term Exam General review for the midterm exam Ölçme Yöntemleri:
Yazılı Sınav
9 Confidence intervals about single population parameters - 1 Textbook - Chapter 7 Öğretim Yöntemleri:
Anlatım, Soru-Cevap, Alıştırma ve Uygulama, Problem Çözme
10 Confidence intervals about single population parameters - 2 Textbook - Chapter 7 Öğretim Yöntemleri:
Anlatım, Soru-Cevap, Alıştırma ve Uygulama
11 Confidence intervals about two population parameters - 1 Textbook - Chapter 8 Öğretim Yöntemleri:
Anlatım, Soru-Cevap, Alıştırma ve Uygulama, Problem Çözme
12 Confidence intervals about two population parameters - 2 Textbook - Chapter 8 Öğretim Yöntemleri:
Anlatım, Soru-Cevap, Alıştırma ve Uygulama
13 Contingency tables and chi-square test of independence Textbook - Chapter 14 Öğretim Yöntemleri:
Anlatım, Soru-Cevap, Alıştırma ve Uygulama
14 Correlation and simple linear regression analysis - 1 Textbook - Chapter 11 Öğretim Yöntemleri:
Anlatım, Soru-Cevap, Alıştırma ve Uygulama, Örnek Olay
15 Correlation and simple linear regression analysis - 2 Textbook - Chapter 11 Öğretim Yöntemleri:
Anlatım, Soru-Cevap, 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 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

Update Time: 07.05.2024 02:25