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| JLJL7461 | Statistical Evaluation of Geological Data | 3+0+0 | ECTS:7.5 | | Year / Semester | Fall Semester | | Level of Course | Third Cycle | | Status | Elective | | Department | DEPARTMENT of GEOLOGICAL ENGINEERING | | Prerequisites and co-requisites | None | | Mode of Delivery | Face to face | | Contact Hours | 14 weeks - 3 hours of lectures per week | | Lecturer | Prof. Dr. Gülten YAYLALI ABANUZ | | Co-Lecturer | Statistical analysis of geological data | | Language of instruction | Turkish | | Professional practise ( internship ) | None | | | | The aim of the course: | | The aim of the course is to to evaluate and interpret geological data by using applied statistical methods |
| Programme Outcomes | CTPO | TOA | | Upon successful completion of the course, the students will be able to : | | | | PO - 1 : | The students will have ability to organize and interpret geological data. | | | | PO - 2 : | ;The students will be able to solve geological problems by using most suitable statistical methods. | | | | PO - 3 : | The students will have ability to use multivariate statistical methods and utilize these methods in solving these problems | | | | CTPO : Contribution to programme outcomes, TOA :Type of assessment (1: written exam, 2: Oral exam, 3: Homework assignment, 4: Laboratory exercise/exam, 5: Seminar / presentation, 6: Term paper), PO : Learning Outcome | | |
| Statistical parameters, Testing normal populations, The t-test, The f-test, Analysis of variance (ANOVA, Two way analysis of variance), The Chi-Square test, The log-normal distribution and other transformation, Kolmogorov-Smirnov test, Mann-Whitney U test, Analysis of multivariate data, Multiple regression, Cluster Analysis, Principle component analysis, R-mode factor analysis, Q-mode factor analysis, Discriminant analysis |
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| Course Syllabus | | Week | Subject | Related Notes / Files | | Week 1 | Organizing and representing geological data | | | Week 2 | Basic statistical parameters and distrubition type | | | Week 3 | Determination of normal and lod-normal distrubition | | | Week 4 | The Z-test | | | Week 5 | The T-test, One sample t-test, Independent sample t-test, Paired sample t-test | | | Week 6 | The F-test | | | Week 7 | One Way ANOVA | | | Week 8 | The log-normal distrubition and other transformatios | | | Week 9 | Midterm exam | | | Week 10 | The Kolmogorov-Smirnov test | | | Week 11 | The Mann-Whitney test | | | Week 12 |
Multivariate analysis of data | | | Week 13 | Multiple Regression analysis | | | Week 14 | Cluster analysis and Principle Component analysis | | | Week 15 | R and Q-mode Factor analysis and Discriminant analysis | | | Week 16 | Final exam | | | |
| 1 | Tüysüz, N., Yaylalı-Abanuz, G. 2005; Jeoistatistik-Kavramlar ve Bilgisayarlı Uygulamalar, KTÜ yayınları, No 220, Trabzon, ss. 385. | | | |
| 1 | Wellmer, F. W., 2000. Statistical Evaluations in mineral Deposits, Springer, Heidelberg, ss. 379. | | | |
| Method of Assessment | | Type of assessment | Week No | Date | Duration (hours) | Weight (%) | | Mid-term exam | 9 | 9.11.2015 | 2 | 50 | | End-of-term exam | 16 | 28.12.2015 | 2 | 50 | | |
| Student Work Load and its Distribution | | Type of work | Duration (hours pw) | No of weeks / Number of activity | Hours in total per term | | Yüz yüze eğitim | 3 | 14 | 42 | | Sınıf dışı çalışma | 5 | 14 | 70 | | Laboratuar çalışması | 0 | 0 | 0 | | Arasınav için hazırlık | 15 | 1 | 15 | | Arasınav | 2 | 1 | 2 | | Uygulama | 0 | 0 | 0 | | Klinik Uygulama | 0 | 0 | 0 | | Ödev | 3 | 14 | 42 | | Proje | 0 | 0 | 0 | | Kısa sınav | 0 | 0 | 0 | | Dönem sonu sınavı için hazırlık | 16 | 2 | 32 | | Dönem sonu sınavı | 15 | 1 | 15 | | Diğer 1 | 0 | 0 | 0 | | Diğer 2 | 0 | 0 | 0 | | Total work load | | | 218 |
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