| Course Description |
|
| Course Name |
: |
Applied Statistics |
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| Course Code |
: |
IEM 760 |
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| Course Type |
: |
Optional |
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| Level of Course |
: |
Second Cycle |
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| Year of Study |
: |
1 |
|
| Course Semester |
: |
Spring (16 Weeks) |
|
| ECTS |
: |
6 |
|
| Name of Lecturer(s) |
: |
Asst.Prof.Dr. EBRU ÖZGÜR GÜLER
|
|
| Learning Outcomes of the Course |
: |
Defines the basic statistical concepsts.
Explains and applies the parametric tests.
Explains and applies the non parametric tests.
|
|
| Mode of Delivery |
: |
Face-to-Face |
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| Prerequisites and Co-Prerequisites |
: |
None |
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| Recommended Optional Programme Components |
: |
None |
|
| Aim(s) of Course |
: |
The aim of this course is to enable the students to decide on the proper statistical method for the problem and the data and to apply the selected method for the data. |
|
| Course Contents |
: |
The course covers parametric and nonparametric statistical tests, choosing and applying the proper method for the data. |
|
| Language of Instruction |
: |
Turkish |
|
| Work Place |
: |
Faculty classrooms |
|
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Course Outline /Schedule (Weekly) Planned Learning Activities |
| Week | Subject | Student's Preliminary Work | Learning Activities and Teaching Methods |
|
1 |
Motivation: Explaining the sources and the basic concepts
|
|
Lecture |
|
2 |
Measurement levels, parameter, statistics, random variables
|
Reading the related chapters in the reference books
|
Lecture
|
|
3 |
Basic information for SPSS
|
Reading the related chapters in the reference books |
Lecture and using software package |
|
4 |
Sampling distributions, confidence intervals
|
Reading the related chapters in the reference books |
Lecture
|
|
5 |
Types of errors and hypothesis tests
|
Reading the related chapters in the reference books |
Lecture
|
|
6 |
Order statistics and its applications
|
Reading the related chapters in the reference books |
Lecture and using software package |
|
7 |
Tests for variance homogeneity and its applications
|
Reading the related chapters in the reference books |
Lecture and using software package |
|
8 |
Midterm exam |
|
|
|
9 |
Tests for one samle
|
Reading the related chapters in the reference books |
Lecture and using software package
|
|
10 |
Tests for two independent samples
|
Reading the related chapters in the reference books |
Lecture and using software package
|
|
11 |
Tests for two dependent samples
|
Reading the related chapters in the reference books |
Lecture and using software package |
|
12 |
Tests for dependence and homogeneity
|
Reading the related chapters in the reference books |
Lecture and using software package |
|
13 |
Tests for more than two independent samples
|
Reading the related chapters in the reference books |
Lecture and using software package |
|
14 |
Tests for more than two dependent samples
|
Reading the related chapters in the reference books |
Lecture and using software package |
|
15 |
Correlation coefficients
|
Reading the related chapters in the reference books |
Lecture and using software package |
|
16/17 |
Final exam |
|
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|
|
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Required Course Resources |
| Resource Type | Resource Name |
| Recommended Course Material(s) |
 Principles of Applied Statistics, D. R. Cox ve Christl A. Donnelly, University of Oxford, 2011, ISBN: 9781107644458
Uygulamalı İstatistik, Özer Serper, Bursa 2010, 6. Basım, ISBN: 9789758606948
SPSS Uygulamalı Parametrik Olmayan Yöntemler Çoklu Karşılaştırmalar – Hipotez Testleri – İlişki Katsayıları
Hamza Gamgam, Bülent Altunkaynak, Ekim 2012, 4. Baskı, Seçkin Yayınevi.
|
| |
| Required Course Material(s) | |
|
|
| Contribution of the Course to Key Learning Outcomes |
| # | Key Learning Outcome | Contribution* |
|
1 |
Explains Econometric concepts |
3 |
|
2 |
Equipped with the foundations of Economics, develops Economic models |
1 |
|
3 |
Models problems using the knowledge of Mathematics, Statistics, and Econometrics |
4 |
|
4 |
Acquires the ability to analyze, benchmark, evaluate and interpret at conceptual levels to develop solutions to problems |
4 |
|
5 |
Collects, edits, and analyzes data |
5 |
|
6 |
Uses advanced software packages concerning Econometrics, Statistics, and Operation Research |
4 |
|
7 |
Develops the ability to use different resources in an area which has not been studied in the scope of academic rules, synthesizes the information gathered, and gives effective presentations |
4 |
|
8 |
Speaks Turkish and at least one other foreign language in accordance with the requirements of academic and business life. |
3 |
|
9 |
Questions traditional approaches and their implementation and develops alternative study programs when required |
2 |
|
10 |
Recognizes and implements social, scientific, and professional ethic values |
1 |
|
11 |
Gives a consistent estimate for the model and analyzes and interprets its results |
4 |
|
12 |
Takes responsibility individually and/or as a member of a team; leads a team and works effectively |
4 |
|
13 |
Defines the concepts of statistics, operations research and mathematics. |
4 |
|
14 |
Knowing the necessity of life-long learning, follows the latest developments in the field of study and improves himself continiously |
2 |
|
15 |
Follows the current issues, and interprets the data about economic and social events. |
1 |
|
16 |
Understands and interprets the feelings, thoughts and behaviours of people and expresses himself/herself orally and in written form efficiently |
2 |
| * Contribution levels are between 0 (not) and 5 (maximum). |
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