EKMZ206 Statistics II

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

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
Prof. Dr. GÜLSEN KIRAL (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

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

Update Time: 07.05.2024 02:21