Course Description
Course | Code | Semester | T+P (Hour) | Credit | ECTS |
---|
ADVANCED RESEARCH METHODS | MKBD1214048 | Spring Semester | 3+0 | 3 | 8 |
Prerequisites Courses | |
Recommended Elective Courses | |
Language of Course | Turkish |
Course Level | Third Cycle (Doctorate Degree) |
Course Type | Elective |
Course Coordinator | Prof.Dr. Abdulbari BENER |
Name of Lecturer(s) | Prof.Dr. Abdulbari BENER |
Assistant(s) | |
Aim | To demonstrate advanced statistical methods that can be used in scientific research. |
Course Content | This course contains; Introduction to multivariate statistical methods,Multi-eyed chi-square tests,Multiple regression analysis methods,Logistic regression analysis 1,Logistic regression analysis 2,Probit analysis,ROC analysis,One factor analysis of variance in repeated measures,Two-factor analysis of variance in repeated measures,One-way analysis of variance in independent groups,Two-way analysis of variance in independent groups,MANOVA,Survival analysis methods 1,Survival analysis methods 2. |
Dersin Öğrenme Kazanımları | Teaching Methods | Assessment Methods |
Interprets statistical results. | 10, 16, 9 | E |
Applies multivariate statistical methods on computer. | 6, 9 | E |
Summarizes multivariate statistical methods. | 16, 9 | E |
Teaching Methods: | 10: Discussion Method, 16: Question - Answer Technique, 6: Experiential Learning, 9: Lecture Method |
Assessment Methods: | E: Homework |
Course Outline
Order | Subjects | Preliminary Work |
---|
1 | Introduction to multivariate statistical methods | Hair, Joseph F. "Multivariate data analysis: 2018 (p.1-45) |
2 | Multi-eyed chi-square tests | Barton, Belinda, and Jennifer Peat. Medical statistics: A guide to SPSS, data analysis and critical appraisal. John Wiley & Sons, 2014. p.249-286 |
3 | Multiple regression analysis methods | J. Hair, p.259-370 |
4 | Logistic regression analysis 1 | J. Hair, p.548-598 |
5 | Logistic regression analysis 2 | J. Hair, p.548-598 |
6 | Probit analysis | J. Hair, p.548-598 |
7 | ROC analysis | Barton and Belinda, p. 331-349 |
8 | One factor analysis of variance in repeated measures | Belinda and Peat p.161-196 |
9 | Two-factor analysis of variance in repeated measures | Belinda and Peat p.161-196 |
10 | One-way analysis of variance in independent groups | Belinda and Peat p.112-160 |
11 | Two-way analysis of variance in independent groups | Belinda and Peat p.112-160 |
12 | MANOVA | J. Hair, p. 371- 468 |
13 | Survival analysis methods 1 | Belinda and Peat p.350-368 |
14 | Survival analysis methods 2 | Belinda and Peat p.350-368 |
Resources |
1. Advanced Statistics, Larry Stephens, McGraw Hill, 2004.
2. Bilgisayar istatistik ve tıp Dr. Murat Hayran, Dr. Oktay Özdemir.
3. Bilimsel araştırmalarda biyoistatistik prensip ve yöntemlerinin bilinçli kullanımı 4. Kadir Sümbüloğlu, Vildan Sümbüloğlu.
5. Paket programlar ile istatistiksel veri analizi Kazım Özdamar 1999-1-2.
6. Sağlık alanına özel istatistiksel yöntemler Kadir Sümbüloğlu.
7. Sağlık Araştırmaları İçin Temel İstatistik, Murat Hayran, Mutlu Hayran.
8. Tıbbi araştırmalarda istatistiksel analiz teknikleri “SPSS uygulamaları” Aziz Akgül.
9. Barton, Belinda, and Jennifer Peat. Medical statistics: A guide to SPSS, data analysis and critical appraisal. John Wiley & Sons, 2014.
10. Hair, J. F. (2019). Multivariate data analysis: An overview. 8. edition, |
Örneklendirilmiş Bilimsel Araştırma Yöntemleri
Prof. Dr. Veysel Sönmez, G. Füsun Alacapınar ANI YAYINCILIK |
Course Contribution to Program Qualifications
Course Contribution to Program Qualifications |
No | Program Qualification | Contribution Level |
1 | 2 | 3 | 4 | 5 |
1 | Plans and statistically assesses scientific research, prepares an article for publication in a refereed journal and presents it in a scientific meeting. | | | | | |
2 | Knows laboratory methods used in the field of Medical Microbiology and designs experimental studies on microorganisms. | | | | | |
3 | Gains up-to-date scientific knowledge and skills in the field of microbiology and follows the innovations in this field. | | | | | |
4 | Develops ability to use of devices and tools that serve routine analyses and research purposes in the medical microbiology laboratory | | | | | |
5 | Statistically analyzes results of experiments at the expert level, (re)evaluates and convincingly defends, if necessary, and presents the results of scientific studies at the in writing or orally. | | | | | |
6 | Develops ability to write grant proposals | | | | | |
7 | Solves a scientific and technical problem. | | | | | |
8 | Participates in meetings related to the field of Medical Microbiology, presents papers, participates in discussions, talks before audiance | | | | | |
9 | Understands and interprets microbial diseases and their etiology at expert level. | | | | | |
Assessment Methods
Contribution Level | Absolute Evaluation |
Rate of Midterm Exam to Success | | 50 |
Rate of Final Exam to Success | | 50 |
Total | | 100 |
ECTS / Workload Table |
Activities | Number of | Duration(Hour) | Total Workload(Hour) |
Course Hours | 14 | 2 | 28 |
Guided Problem Solving | 4 | 4 | 16 |
Resolution of Homework Problems and Submission as a Report | 2 | 48 | 96 |
Term Project | 4 | 6 | 24 |
Presentation of Project / Seminar | 3 | 4 | 12 |
Quiz | 5 | 2 | 10 |
Midterm Exam | 1 | 20 | 20 |
General Exam | 1 | 20 | 20 |
Performance Task, Maintenance Plan | 1 | 10 | 10 |
Total Workload(Hour) | 236 |
Dersin AKTS Kredisi = Toplam İş Yükü (Saat)/30*=(236/30) | 8 |
ECTS of the course: 30 hours of work is counted as 1 ECTS credit. |
Detail Informations of the Course
Course Description
Course | Code | Semester | T+P (Hour) | Credit | ECTS |
---|
ADVANCED RESEARCH METHODS | MKBD1214048 | Spring Semester | 3+0 | 3 | 8 |
Prerequisites Courses | |
Recommended Elective Courses | |
Language of Course | Turkish |
Course Level | Third Cycle (Doctorate Degree) |
Course Type | Elective |
Course Coordinator | Prof.Dr. Abdulbari BENER |
Name of Lecturer(s) | Prof.Dr. Abdulbari BENER |
Assistant(s) | |
Aim | To demonstrate advanced statistical methods that can be used in scientific research. |
Course Content | This course contains; Introduction to multivariate statistical methods,Multi-eyed chi-square tests,Multiple regression analysis methods,Logistic regression analysis 1,Logistic regression analysis 2,Probit analysis,ROC analysis,One factor analysis of variance in repeated measures,Two-factor analysis of variance in repeated measures,One-way analysis of variance in independent groups,Two-way analysis of variance in independent groups,MANOVA,Survival analysis methods 1,Survival analysis methods 2. |
Dersin Öğrenme Kazanımları | Teaching Methods | Assessment Methods |
Interprets statistical results. | 10, 16, 9 | E |
Applies multivariate statistical methods on computer. | 6, 9 | E |
Summarizes multivariate statistical methods. | 16, 9 | E |
Teaching Methods: | 10: Discussion Method, 16: Question - Answer Technique, 6: Experiential Learning, 9: Lecture Method |
Assessment Methods: | E: Homework |
Course Outline
Order | Subjects | Preliminary Work |
---|
1 | Introduction to multivariate statistical methods | Hair, Joseph F. "Multivariate data analysis: 2018 (p.1-45) |
2 | Multi-eyed chi-square tests | Barton, Belinda, and Jennifer Peat. Medical statistics: A guide to SPSS, data analysis and critical appraisal. John Wiley & Sons, 2014. p.249-286 |
3 | Multiple regression analysis methods | J. Hair, p.259-370 |
4 | Logistic regression analysis 1 | J. Hair, p.548-598 |
5 | Logistic regression analysis 2 | J. Hair, p.548-598 |
6 | Probit analysis | J. Hair, p.548-598 |
7 | ROC analysis | Barton and Belinda, p. 331-349 |
8 | One factor analysis of variance in repeated measures | Belinda and Peat p.161-196 |
9 | Two-factor analysis of variance in repeated measures | Belinda and Peat p.161-196 |
10 | One-way analysis of variance in independent groups | Belinda and Peat p.112-160 |
11 | Two-way analysis of variance in independent groups | Belinda and Peat p.112-160 |
12 | MANOVA | J. Hair, p. 371- 468 |
13 | Survival analysis methods 1 | Belinda and Peat p.350-368 |
14 | Survival analysis methods 2 | Belinda and Peat p.350-368 |
Resources |
1. Advanced Statistics, Larry Stephens, McGraw Hill, 2004.
2. Bilgisayar istatistik ve tıp Dr. Murat Hayran, Dr. Oktay Özdemir.
3. Bilimsel araştırmalarda biyoistatistik prensip ve yöntemlerinin bilinçli kullanımı 4. Kadir Sümbüloğlu, Vildan Sümbüloğlu.
5. Paket programlar ile istatistiksel veri analizi Kazım Özdamar 1999-1-2.
6. Sağlık alanına özel istatistiksel yöntemler Kadir Sümbüloğlu.
7. Sağlık Araştırmaları İçin Temel İstatistik, Murat Hayran, Mutlu Hayran.
8. Tıbbi araştırmalarda istatistiksel analiz teknikleri “SPSS uygulamaları” Aziz Akgül.
9. Barton, Belinda, and Jennifer Peat. Medical statistics: A guide to SPSS, data analysis and critical appraisal. John Wiley & Sons, 2014.
10. Hair, J. F. (2019). Multivariate data analysis: An overview. 8. edition, |
Örneklendirilmiş Bilimsel Araştırma Yöntemleri
Prof. Dr. Veysel Sönmez, G. Füsun Alacapınar ANI YAYINCILIK |
Course Contribution to Program Qualifications
Course Contribution to Program Qualifications |
No | Program Qualification | Contribution Level |
1 | 2 | 3 | 4 | 5 |
1 | Plans and statistically assesses scientific research, prepares an article for publication in a refereed journal and presents it in a scientific meeting. | | | | | |
2 | Knows laboratory methods used in the field of Medical Microbiology and designs experimental studies on microorganisms. | | | | | |
3 | Gains up-to-date scientific knowledge and skills in the field of microbiology and follows the innovations in this field. | | | | | |
4 | Develops ability to use of devices and tools that serve routine analyses and research purposes in the medical microbiology laboratory | | | | | |
5 | Statistically analyzes results of experiments at the expert level, (re)evaluates and convincingly defends, if necessary, and presents the results of scientific studies at the in writing or orally. | | | | | |
6 | Develops ability to write grant proposals | | | | | |
7 | Solves a scientific and technical problem. | | | | | |
8 | Participates in meetings related to the field of Medical Microbiology, presents papers, participates in discussions, talks before audiance | | | | | |
9 | Understands and interprets microbial diseases and their etiology at expert level. | | | | | |
Assessment Methods
Contribution Level | Absolute Evaluation |
Rate of Midterm Exam to Success | | 50 |
Rate of Final Exam to Success | | 50 |
Total | | 100 |
Numerical Data
Ekleme Tarihi: 27/11/2023 - 03:39Son Güncelleme Tarihi: 27/11/2023 - 03:40
×- A-Z Programs
- Undergraduate
- Graduate
- Academic Calendar
- Double Major & Minor Programs
- Erasmus
- Prospective Students
- Registration
- Re-Enrolment
- Fees
- Directorate of Registrar’s Office
- FAQ
- Accommodation
- Scholarships
- Lateral and Vertical Transfer
- Summer School
- Preparation
- Transportation