IEM760 Applied Statistics

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

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

Update Time: 09.05.2024 04:21