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Information
| Code | IEM760 |
| Name | Applied Statistics |
| Term | 2024-2025 Academic Year |
| Semester | . Semester |
| Duration (T+A) | 3-0 (T-A) (17 Week) |
| ECTS | 6 ECTS |
| National Credit | 3 National Credit |
| Teaching Language | Türkçe |
| Level | Yüksek Lisans Dersi |
| Type | Normal |
| Mode of study | Yüz Yüze Öğretim |
| Catalog Information Coordinator | Prof. Dr. EBRU ÖZGÜR GÜLER |
Course Goal / Objective
The aim of this course is to enable students to decide on the proper statistical method for the problem and data and to apply the selected method for the data.
Course Content
The course covers parametric and nonparametric statistical tests, choosing and applying the proper method with SPSS for the data.
Course Precondition
None
Resources
Uygulamalı İstatistik, Prof. Dr. Reha Alpar, Detay yayıncılık, 6. baskı
Notes
Using SPSS for Windows and Macintosh, Analyzing and Understanding Data, Sixth Edition by Samuel B. Green and Neil J. Salkind, 2012
Course Learning Outcomes
| Order | Course Learning Outcomes |
|---|---|
| LO01 | Defines basic statistical concepts. |
| LO02 | Analyses data with graphical methods |
| LO03 | Calculates descriptive statistics |
| LO04 | Interprets the summary statistics it calculates |
| LO05 | Tests hypothesis about single population parameters |
| LO06 | Compares two independent sample means |
| LO07 | Compares two dependent sample means |
| LO08 | Compares more than two independent samples with ANOVA |
| LO09 | Calculates coefficient of relationships for different data types |
| LO10 | Interprets the calculated correlation coefficients |
| LO11 | Tests the independency of two categorical variables |
Relation with Program Learning Outcome
| Order | Type | Program Learning Outcomes | Level |
|---|---|---|---|
| PLO01 | Bilgi - Kuramsal, Olgusal | Explains contemporary concepts about Econometrics, Statistics, and Operation Research | 3 |
| PLO02 | Bilgi - Kuramsal, Olgusal | Explains relationships between acquired knowledge about Econometrics, Statistics, and Operation Research | 3 |
| PLO03 | Bilgi - Kuramsal, Olgusal | Explains how to apply acquired knowledge in the field to Economics, Business, and other social sciences | 4 |
| PLO04 | Beceriler - Bilişsel, Uygulamalı | Performs conceptual analysis to develop solutions to problems | 4 |
| PLO05 | Beceriler - Bilişsel, Uygulamalı | Models problems with Mathematics, Statistics, and Econometrics | 5 |
| PLO06 | Beceriler - Bilişsel, Uygulamalı | Interprets the results obtained from the most appropriate method to predict the model | 5 |
| PLO07 | Beceriler - Bilişsel, Uygulamalı | Synthesizes the information obtained by using different sources within the framework of academic rules in a field that does not research | 3 |
| PLO08 | Beceriler - Bilişsel, Uygulamalı | Uses acquired knowledge in the field to determine the vision, aim, and goals for an organization/institution | |
| PLO09 | Beceriler - Bilişsel, Uygulamalı | Searches for new approaches and methods to solve problems being faced | 3 |
| PLO10 | Beceriler - Bilişsel, Uygulamalı | Presents analysis results conveniently | 5 |
| PLO11 | Beceriler - Bilişsel, Uygulamalı | Collects/analyzes data in a purposeful way | 2 |
| PLO12 | Yetkinlikler - İletişim ve Sosyal Yetkinlik | Converts its findings into a master's thesis or a professional report in Turkish or a foreign language | |
| PLO13 | Beceriler - Bilişsel, Uygulamalı | Develops solutions for organizations using Econometrics, Statistics, and Operation Research | 3 |
| PLO14 | Yetkinlikler - Bağımsız Çalışabilme ve Sorumluluk Alabilme Yetkinliği | Performs an individual work to solve a problem with Econometrics, Statistics, and Operation Research | 3 |
| PLO15 | Yetkinlikler - Bağımsız Çalışabilme ve Sorumluluk Alabilme Yetkinliği | Leads by taking responsibility individually and/or within the team | |
| PLO16 | Yetkinlikler - Öğrenme Yetkinliği | Being aware of the necessity of lifelong learning, it constantly renews itself by following the current developments in the field of study | |
| PLO17 | Yetkinlikler - İletişim ve Sosyal Yetkinlik | Uses a package program of Econometrics, Statistics, and Operation Research or writes a new code | 3 |
| PLO18 | 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 | |
| PLO19 | Yetkinlikler - Alana Özgü Yetkinlik | Interprets data on economic and social events by following current issues | 3 |
| PLO20 | Yetkinlikler - Alana Özgü Yetkinlik | Applies social, scientific and professional ethical values |
Week Plan
| Week | Topic | Preparation | Methods |
|---|---|---|---|
| 1 | Motivation: Explaining the sources and basic concepts | Reading related chapters from the reference book | Öğretim Yöntemleri: Anlatım |
| 2 | Measurement levels, parameter, statistics, random variables | Reading related chapters from the reference book | Öğretim Yöntemleri: Anlatım |
| 3 | Basic information for SPSS | Reading related chapters from the reference book | Öğretim Yöntemleri: Anlatım, Alıştırma ve Uygulama |
| 4 | Sampling distributions, confidence intervals | Reading related chapters from the reference book | Öğretim Yöntemleri: Anlatım, Problem Çözme |
| 5 | Types of errors and hypothesis tests | Reading related chapters from the reference book | Öğretim Yöntemleri: Anlatım, Problem Çözme |
| 6 | Order statistics and its applications | Reading related chapters from the reference book | Öğretim Yöntemleri: Anlatım |
| 7 | Tests for variance homogeneity and its applications | Reading related chapters from the reference book | Öğretim Yöntemleri: Anlatım, Problem Çözme |
| 8 | Mid-Term Exam | General review | Ölçme Yöntemleri: Performans Değerlendirmesi |
| 9 | Tests for one sample | Reading related chapters from the reference book | Öğretim Yöntemleri: Anlatım, Alıştırma ve Uygulama, Problem Çözme |
| 10 | Tests for two independent samples | Reading related chapters from the reference book | Öğretim Yöntemleri: Anlatım, Alıştırma ve Uygulama, Problem Çözme |
| 11 | Tests for two dependent samples | Reading related chapters from the reference book | Öğretim Yöntemleri: Anlatım, Alıştırma ve Uygulama, Problem Çözme |
| 12 | Tests for dependence and homogeneity | Reading related chapters from the reference book | Öğretim Yöntemleri: Anlatım, Alıştırma ve Uygulama, Problem Çözme |
| 13 | Tests for more than two independent samples | Reading related chapters from the reference book | Öğretim Yöntemleri: Anlatım, Alıştırma ve Uygulama, Problem Çözme |
| 14 | Tests for more than two dependent samples | Reading related chapters from the reference book | Öğretim Yöntemleri: Anlatım, Alıştırma ve Uygulama, Problem Çözme |
| 15 | Correlation coefficients | Reading related chapters from the reference book | Öğretim Yöntemleri: Anlatım, Alıştırma ve Uygulama, Problem Çözme |
| 16 | Term Exams | General review | Ölçme Yöntemleri: Proje / Tasarım |
| 17 | Term Exams | General review | Ölçme Yöntemleri: Proje / Tasarım |
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 | ||