TMT411 Experimental Design and Statistical Test Methods

3 ECTS - 2-0 Duration (T+A)- 7. Semester- 2 National Credit

Information

Code TMT411
Name Experimental Design and Statistical Test Methods
Term 2024-2025 Academic Year
Semester 7. Semester
Duration (T+A) 2-0 (T-A) (17 Week)
ECTS 3 ECTS
National Credit 2 National Credit
Teaching Language Türkçe
Level Lisans Dersi
Type Normal
Mode of study Yüz Yüze Öğretim
Catalog Information Coordinator Doç. Dr. SAİT MUHARREM SAY
Course Instructor Doç. Dr. SAİT MUHARREM SAY (A Group) (Ins. in Charge)


Course Goal / Objective

To teach selection criteria of field trials and experimental design. To carry out analysis by using a software.

Course Content

Fundamentals of field trials. Main parameters and their explanation of common-use field experimental design. Examples from selected data sets.

Course Precondition

none

Resources

lecture notes

Notes

related books and notes


Course Learning Outcomes

Order Course Learning Outcomes
LO01 Learns about the principles and fundamentals of Experimental Design and Statistical Test Methods
LO02 Learns about establishing the suitable statistical hypothesis on related search topic.
LO03 Learns about deciding on appropriate experimental desing for selected experiment targets.
LO04 Comprehends the planning principles of trials in the field and workshop.
LO05 Performs the field planning and implemntation of selected experimental design.


Relation with Program Learning Outcome

Order Type Program Learning Outcomes Level
PLO01 Beceriler - Bilişsel, Uygulamalı Adequate ability to use of mathematics, science and Agricultural Machinery and Technologies engineering disciplines; gains the ability to use theoretical and applied knowledge in these fields in complex engineering problems 4
PLO02 Beceriler - Bilişsel, Uygulamalı Gains ability of defining, formulating and solving problems in the fields of Agricultural Machinery and Technologies Engineering, choosing and applying appropriate analysis and modeling methods for this purpose. 4
PLO03 Beceriler - Bilişsel, Uygulamalı Gains ability of how to design a complex system, process, device or product related to the engineering field, under realistic constraints and conditions, in other words, by considering the available possibilities and the current state of the field, and to apply modern design methods for this purpose.
PLO04 Beceriler - Bilişsel, Uygulamalı Gains ability of developing, selecting and using modern tools necessary for the analysis and solution of complex problems encountered in Agricultural Machinery and Technologies Engineering applications and to use information technologies effectively.
PLO05 Beceriler - Bilişsel, Uygulamalı Gains ability to design experiments, conduct experiments, field studies, collect data, analyze and interpret results in order to examine the complex problems or discipline-specific research issues encountered in the field of Agricultural Machinery and Technologies Engineering. 5
PLO06 Yetkinlikler - Bağımsız Çalışabilme ve Sorumluluk Alabilme Yetkinliği It carries out studies related to its field independently, and acts as a consultant, audit and expert.
PLO07 Yetkinlikler - Bağımsız Çalışabilme ve Sorumluluk Alabilme Yetkinliği Ability to work effectively in disciplinary and multi-disciplinary teams; gains the ability to work individually.
PLO08 Yetkinlikler - Öğrenme Yetkinliği Gains ability to write effective reports in the field, to understand written reports, to prepare design and production reports, to make effective presentations, to take and give clear and understandable instructions.
PLO09 Yetkinlikler - Öğrenme Yetkinliği Awareness of the necessity of lifelong learning; gains a positive attitude towards accessing information, following developments in science and technology, and continuous innovation.
PLO10 Yetkinlikler - İletişim ve Sosyal Yetkinlik It is sensitive to the events/developments on the agenda of the society and the world and monitors these developments, prepares projects, produces and shares solution suggestions.
PLO11 Yetkinlikler - İletişim ve Sosyal Yetkinlik Follows the information in the field and communicates with colleagues by using a foreign language at least at the beginner level.
PLO12 Yetkinlikler - Alana Özgü Yetkinlik Knowledge of business practices related to engineering, such as project management, risk management and change management; awareness of entrepreneurship, innovation; gains knowledge about sustainable development.
PLO13 Yetkinlikler - Alana Özgü Yetkinlik Knowledge of the effects of engineering practices on health, environment and safety in universal and social dimensions and the problems reflected in the field of engineering; gain awareness of the legal consequences of engineering solutions.
PLO14 Yetkinlikler - Alana Özgü Yetkinlik Acts in accordance with ethical principles, professional and ethical responsibility, and standards used in engineering practices


Week Plan

Week Topic Preparation Methods
1 Fundamentals of experimental design Related subjects in proposed references. Öğretim Yöntemleri:
Anlatım, Tartışma
2 Meaning of hypothesis tests and explainin the details of variance analysis Related subjects in proposed references. Öğretim Yöntemleri:
Anlatım, Tartışma
3 Fundamentals and principles of randomized complete plots and examples 1 Related subjects in proposed references. Öğretim Yöntemleri:
Anlatım, Tartışma, Problem Çözme
4 Fundamentals and principles of randomized complete plots and examples 2 Related subjects in proposed references. Öğretim Yöntemleri:
Anlatım, Tartışma, Problem Çözme
5 Fundamentals and principles of randomized complete blocks and examples 3 Related subjects in proposed references. Öğretim Yöntemleri:
Anlatım, Tartışma, Problem Çözme
6 Fundamentals and principles of randomized complete blocks and examples 4 Related subjects in proposed references. Öğretim Yöntemleri:
Anlatım, Tartışma, Problem Çözme
7 Fundamentals and principles of factorial experimental design and examples Related subjects in proposed references. Öğretim Yöntemleri:
Anlatım, Tartışma, Problem Çözme
8 Mid-Term Exam Related subjects in proposed references. Ölçme Yöntemleri:
Yazılı Sınav
9 Multiple reange tests and examples 1 Related subjects in proposed references. Öğretim Yöntemleri:
Anlatım, Tartışma, Problem Çözme
10 Multiple reange tests and examples Related subjects in proposed references. Öğretim Yöntemleri:
Anlatım, Tartışma, Problem Çözme
11 Introduction to SPSS software 1 Related subjects in proposed references. Öğretim Yöntemleri:
Anlatım, Tartışma, Problem Çözme
12 Introduction to SPSS software Related subjects in proposed references. Öğretim Yöntemleri:
Anlatım, Tartışma, Problem Çözme
13 Problem solving with data sets by using SPSS software 1 Related subjects in proposed references. Öğretim Yöntemleri:
Anlatım, Tartışma, Problem Çözme
14 Problem solving with data sets by using SPSS software 2 Related subjects in proposed references. Öğretim Yöntemleri:
Anlatım, Tartışma, Problem Çözme
15 Problem solving with data sets by using SPSS software 3 Related subjects in proposed references. Öğretim Yöntemleri:
Anlatım, Tartışma, Problem Çözme
16 Term Exams Related subjects in proposed references. Ölçme Yöntemleri:
Yazılı Sınav, Performans Değerlendirmesi
17 Term Exams Related subjects in proposed references. Ölçme Yöntemleri:
Yazılı Sınav, Performans Değerlendirmesi


Student Workload - ECTS

Works Number Time (Hour) Workload (Hour)
Course Related Works
Class Time (Exam weeks are excluded) 14 2 28
Out of Class Study (Preliminary Work, Practice) 14 2 28
Assesment Related Works
Homeworks, Projects, Others 0 0 0
Mid-term Exams (Written, Oral, etc.) 1 6 6
Final Exam 1 16 16
Total Workload (Hour) 78
Total Workload / 25 (h) 3,12
ECTS 3 ECTS

Update Time: 08.05.2024 09:38