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Information
| Code | İM0015 |
| Name | Statistical Methods in Hydrology |
| Term | 2023-2024 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 | Doktora Dersi |
| Type | Normal |
| Mode of study | Yüz Yüze Öğretim |
| Catalog Information Coordinator | |
| Course Instructor |
1 |
Course Goal / Objective
To teach the Fundamentals of Probability and Statistics, Gaining basic knowledge and skills about the use of Statistical Methods in Hydrology
Course Content
Introduction, Frequency Analysis, Probability, Probability Distributions, Sampling Distributions, Hypothesis Tests, Regression Analysis, Flood Frequency Analysis, Hydrological Time Series Analysis
Course Precondition
None
Resources
Lecture Notes and Presentations
Notes
Hidrolojide İstatistik Yöntemler - Mehmetçik Bayazıt
Course Learning Outcomes
| Order | Course Learning Outcomes |
|---|---|
| LO01 | Learns the definition, importance, basic concepts and applications of statistics in hydrology. |
| LO02 | Learn Probability Distributions and applications. |
| LO03 | Learn Extreme Value Distributions and Engineering Applications. |
| LO04 | Learns the Flood Frequency Distribution applications. |
| LO05 | Learns hydrological time series analysis. |
Relation with Program Learning Outcome
| Order | Type | Program Learning Outcomes | Level |
|---|---|---|---|
| PLO01 | Bilgi - Kuramsal, Olgusal | Have knowledge and understanding at advanced level providing required basis for original projects in the field of civil engineering based on qualifications gained at undergraduate level. | 1 |
| PLO02 | Bilgi - Kuramsal, Olgusal | Gain required knowledge through scientific research in the field of engineering, evaluate, interpret and apply data. | 3 |
| PLO03 | Yetkinlikler - Öğrenme Yetkinliği | Be aware of new and emerging applications,examine and learn where necessary. | |
| PLO04 | Yetkinlikler - Öğrenme Yetkinliği | Construct engineering problems, develop strategies to solve them, and apply innovative methods for solutions. | 4 |
| PLO05 | Yetkinlikler - Öğrenme Yetkinliği | Design and implement analytical modeling and experimental research and solve complex situations encountered in this process. | |
| PLO06 | Yetkinlikler - Öğrenme Yetkinliği | Develop new and / or original ideas and methods; develop innovative solutions for the system, part, and process design. | |
| PLO07 | Beceriler - Bilişsel, Uygulamalı | Have learning skills. | 2 |
| PLO08 | Beceriler - Bilişsel, Uygulamalı | Be aware of innovative developments in the field of civil engineering, and analyse and learn them when needed. | |
| PLO09 | Beceriler - Bilişsel, Uygulamalı | ransfer process and results of the projects in the field of civil engineering or on national and international platforms in written or oral form. | |
| PLO10 | Beceriler - Bilişsel, Uygulamalı | Have knowledge in current techniques and methods applied in civil engineering. | 4 |
| PLO11 | Beceriler - Bilişsel, Uygulamalı | Use computer software as well as information and communication technologies at the level required in the field of civil engineering. | 5 |
| PLO12 | Bilgi - Kuramsal, Olgusal | Oversee social, scientific and ethical values in all professional platforms. |
Week Plan
| Week | Topic | Preparation | Methods |
|---|---|---|---|
| 1 | Introduction: | Repeat the previous lesson | Öğretim Yöntemleri: Anlatım, Soru-Cevap, Tartışma |
| 2 | Basic Concepts and definitions | Repeat the previous lesson | Öğretim Yöntemleri: Anlatım, Soru-Cevap, Tartışma |
| 3 | Probability and Distribıtions | Repeat the previous lesson | Öğretim Yöntemleri: Anlatım, Soru-Cevap, Tartışma |
| 4 | Parameter Estimation | Repeat the previous lesson | Öğretim Yöntemleri: Anlatım, Soru-Cevap, Tartışma |
| 5 | Important Probability Dsitributions | Repeat the previous lesson | Öğretim Yöntemleri: Anlatım, Soru-Cevap, Tartışma |
| 6 | Extreme Value Distributions | Repeat the previous lesson | Öğretim Yöntemleri: Anlatım, Soru-Cevap, Tartışma |
| 7 | Extreme Value Distribution and applications | Repeat the previous lesson | Öğretim Yöntemleri: Anlatım, Soru-Cevap, Alıştırma ve Uygulama |
| 8 | Mid-Term Exam | None | Ölçme Yöntemleri: Yazılı Sınav |
| 9 | Sampling Distribution | Repeat the previous lesson | Öğretim Yöntemleri: Anlatım, Soru-Cevap, Tartışma |
| 10 | Statistical Hypotesis Testing | Repeat the previous lesson | Öğretim Yöntemleri: Anlatım, Soru-Cevap, Tartışma |
| 11 | Regression Analysis | Repeat the previous lesson | Öğretim Yöntemleri: Anlatım, Soru-Cevap, Tartışma |
| 12 | Variance Analysis | Repeat the previous lesson | Öğretim Yöntemleri: Anlatım, Soru-Cevap, Tartışma |
| 13 | Time Series Analysis | Repeat the previous lesson | Öğretim Yöntemleri: Anlatım, Soru-Cevap, Alıştırma ve Uygulama |
| 14 | Flood Frequency Analysis Applications | Repeat the previous lesson | Öğretim Yöntemleri: Alıştırma ve Uygulama |
| 15 | Time Series Applications | Repeat the previous lesson | Öğretim Yöntemleri: Alıştırma ve Uygulama |
| 16 | Term Exams (Homework) | None | Ölçme Yöntemleri: Ödev |
| 17 | Term Exams | None | 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 | 2 | 28 |
| Assesment Related Works | |||
| Homeworks, Projects, Others | 5 | 10 | 50 |
| Mid-term Exams (Written, Oral, etc.) | 1 | 15 | 15 |
| Final Exam | 1 | 15 | 15 |
| Total Workload (Hour) | 150 | ||
| Total Workload / 25 (h) | 6,00 | ||
| ECTS | 6 ECTS | ||