TÜRKÇE
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Information
| Code | İM004 |
| Name | Data Collection and Analysis |
| Term | 2000-2001 Academic Year |
| Term | Spring |
| Duration (T+A) | 3-0 (T-A) (17 Week) |
| ECTS | 6 ECTS |
| National Credit | 3 National Credit |
| Teaching Language | Türkçe |
| Level | Belirsiz |
| Type | Normal |
| Mode of study | Yüz Yüze Öğretim |
| Catalog Information Coordinator | Dr. Öğr. Üyesi SERKAN AYDINLI |
| Course Instructor |
1 |
Course Goal / Objective
Applies data collection methods during the management of construction projects and gains the ability to analyze the indicators indicated by the data.
Course Content
Data types, the main statistics and statistical analysis methods in construction projects
Course Precondition
None
Resources
Çok Değişkenli İstatistik Analizi İle Farklı Alanlarda Uygulamalar, Dr. Öğr. Üyesi Nilay Köleoğlu, Doç. Dr. Fatih Çemrek, Doç. Dr. Şenol Çelik
Notes
SPSS User Manual
Course Learning Outcomes
| Order | Course Learning Outcomes |
|---|---|
| LO01 | Understand the data types used in construction projects |
| LO02 | Calculate distributions of samples and main statistical indicators |
| LO03 | Applies appropriate hypothesis tests to samples |
| LO04 | Calculates correlation and regression between variables |
| LO05 | Develops and applies scales |
Relation with Program Learning Outcome
| Order | Type | Program Learning Outcomes | Level |
|---|
Week Plan
| Week | Topic | Preparation | Methods |
|---|---|---|---|
| 1 | Introduction | Investigation of the concept of statistics | |
| 2 | Data Types (Part 1) | Review of the previous lesson | |
| 3 | Data Types (Part 2) | Review of the previous lesson | |
| 4 | Main Statistical Indicators | Research on data types | |
| 5 | Concepts of Correlation and Regression | Investigating continuous and categorical data | |
| 6 | Normal Distribution | Review of continuous data and likert scale | |
| 7 | Parametric Hypothesis Testing | Review of the normal distribution | |
| 8 | Mid-Term Exam | Review of the previous lesson | |
| 9 | Non-Parametric Hypothesis Testing | Review of the normal distribution | |
| 10 | Regression Models | Review of the continuous data | |
| 11 | Cluster Analysis | Investigation of clustering types | |
| 12 | Cluster Analysis (Implementation) | Review of the previous lesson | |
| 13 | Factor Analysis | Review of correlation concept | |
| 14 | Scale Reliability | Investigation of reliability analysis types | |
| 15 | End of semester homework presentations | Preliminary work on the project | |
| 16 | Term Exams | Review of the lessons | |
| 17 | Term Exams | Review of the lessons |
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 | 3 | 42 |
| Assesment Related Works | |||
| Homeworks, Projects, Others | 7 | 5 | 35 |
| Mid-term Exams (Written, Oral, etc.) | 1 | 10 | 10 |
| Final Exam | 1 | 10 | 10 |
| Total Workload (Hour) | 139 | ||
| Total Workload / 25 (h) | 5,56 | ||
| ECTS | 6 ECTS | ||