TÜRKÇE
ENGLISH
Information
| Code | JZ222 |
| Name | Statistics in Earth Sciences |
| Term | 2024-2025 Academic Year |
| Semester | 4. Semester |
| Duration (T+A) | 2-2 (T-A) (17 Week) |
| ECTS | 5 ECTS |
| National Credit | 3 National Credit |
| Teaching Language | Türkçe |
| Level | Lisans Dersi |
| Type | Normal |
| Mode of study | Yüz Yüze Öğretim |
| Catalog Information Coordinator | Prof. Dr. TOLGA ÇAN |
| Course Instructor |
1 2 |
Course Goal / Objective
To teach the basic statistical concepts, the analysis, the presentation and the interpretation of geological data by using statistical methods.
Course Content
Sampling methods, data collections and organization, analysis of data and graphical presentations, frequency table creation, probability, variables, relation between variables
Course Precondition
None
Resources
COĞRAFİ BİLGİ SİSTEMLERİ İÇİN TEMEL İSTATİSTİK E-ISBN 978-975-06-2343-1
Notes
İstattistik 1 Leyla İşbilen Yücel İSTANBUL ÜNİVERSİTESİ AÇIK VE UZAKTAN EĞİTİM FAKÜLTESİ
Course Learning Outcomes
| Order | Course Learning Outcomes |
|---|---|
| LO01 | Collect and organize data by using statistical methods. |
| LO02 | Analyses the geological data by using statistical methods. |
| LO03 | Knows and uses the statistics programs. |
| LO04 | Prepare graphical presentations |
Relation with Program Learning Outcome
| Order | Type | Program Learning Outcomes | Level |
|---|---|---|---|
| PLO01 | Bilgi - Kuramsal, Olgusal | Adequate knowledge in mathematics, science and subjects specific to the discipline of geological engineering; ability to apply theoretical and applied knowledge in these areas to complex engineering problems. | 3 |
| PLO02 | Bilgi - Kuramsal, Olgusal | The ability to identify, define, analyze, formulate, select (or develop) solution models and solve complex geology and geological engineering problems with the acquired knowledge. | 4 |
| PLO03 | Bilgi - Kuramsal, Olgusal | The ability to design and implement a complex system, process, device or product related to Geology and Geological Engineering using modern design methods to meet the needs under realistic constraints and conditions. | |
| PLO04 | Yetkinlikler - Alana Özgü Yetkinlik | The ability to develop, select, and use modern techniques and tools required for the analysis and solution of a complex problem encountered in Geology and Geological Engineering applications and the ability to use information technologies effectively. | 2 |
| PLO05 | Yetkinlikler - Alana Özgü Yetkinlik | The ability to design and conduct experiments, collect data, analyze and interpret results, and design and conduct experiments to investigate complex engineering problems or research topics specific to the discipline of Geology and Geological Engineering. | 3 |
| PLO06 | Yetkinlikler - Bağımsız Çalışabilme ve Sorumluluk Alabilme Yetkinliği | The ability to work effectively in disciplinary and multidisciplinary teams; ability to work individually. | 3 |
| PLO07 | Beceriler - Bilişsel, Uygulamalı | The ability to communicate effectively in oral and written Turkish; knowledge of at least one foreign language; ability to write effective reports and understand written reports, prepare design and production reports, make effective presentations, to give and receive clear and understandable instructions. | 3 |
| PLO08 | Yetkinlikler - İletişim ve Sosyal Yetkinlik | Awareness of the necessity of lifelong learning; the ability to access information, to follow developments in science and technology, and to continuously renew oneself. | |
| PLO09 | Yetkinlikler - İletişim ve Sosyal Yetkinlik | Acting in accordance with ethical principles when solving engineering problems, awareness of professional and ethical responsibility; knowledge of standards used in engineering practice. | 3 |
| PLO10 | Yetkinlikler - Öğrenme Yetkinliği | Knowledge of business life practices such as project management, risk management and change management; awareness of entrepreneurship and innovation; knowledge of sustainable development. | 4 |
| PLO11 | Bilgi - Kuramsal, Olgusal | Knowledge about the global and societal effects on health, environment and safety in the solution of Geology and Geological Engineering applications and the problems of the era reflected in the field of engineering; awareness of the legal consequences of engineering solutions. | 2 |
Week Plan
| Week | Topic | Preparation | Methods |
|---|---|---|---|
| 1 | Introduction and basic concepts | Reading related sources | Öğretim Yöntemleri: Gösteri |
| 2 | Preparation of data and creating frequency table | Reading related sources | Öğretim Yöntemleri: Gösterip Yaptırma |
| 3 | Graphical presentations ( Columnar and Pay diagrams) | Reading related sources | Öğretim Yöntemleri: Gösterip Yaptırma |
| 4 | Histograms and polygons | Reading related sources | Öğretim Yöntemleri: Gösterip Yaptırma |
| 5 | Central (Central tendency) dimensions | Reading related sources | Öğretim Yöntemleri: Alıştırma ve Uygulama |
| 6 | Measures of dispersion | Reading related sources | Öğretim Yöntemleri: Gösterip Yaptırma |
| 7 | Probability (Permutations and Combinations) | Reading related sources | Öğretim Yöntemleri: Gösterip Yaptırma |
| 8 | Mid-Term Exam | preparation | Ölçme Yöntemleri: Yazılı Sınav |
| 9 | Distributions (Normal and T distribution) | Reading related sources | Öğretim Yöntemleri: Gösterip Yaptırma |
| 10 | Sampling selection, confidence interval | Reading related sources | Öğretim Yöntemleri: Gösterip Yaptırma |
| 11 | Hypothesis tests ( types of error) | Reading related sources | Öğretim Yöntemleri: Gösterip Yaptırma |
| 12 | Linear regreation (Least squares methods) | Reading related sources | Öğretim Yöntemleri: Gösteri |
| 13 | Random variables ( continuos and discrete random variables) | Reading related sources | Öğretim Yöntemleri: Gösteri |
| 14 | Relationships between variables ( Correlation coefficient) | Reading related sources | Öğretim Yöntemleri: Gösterip Yaptırma |
| 15 | Analysis of variance (ANOVA) | Reading related sources | Öğretim Yöntemleri: Gösterip Yaptırma |
| 16 | Term Exams | preparation | Ölçme Yöntemleri: Yazılı Sınav |
| 17 | Term Exams | preparation | Ölçme Yöntemleri: Yazılı Sınav |
Student Workload - ECTS
| Works | Number | Time (Hour) | Workload (Hour) |
|---|---|---|---|
| Course Related Works | |||
| Class Time (Exam weeks are excluded) | 14 | 4 | 56 |
| Out of Class Study (Preliminary Work, Practice) | 14 | 3 | 42 |
| Assesment Related Works | |||
| Homeworks, Projects, Others | 1 | 3 | 3 |
| Mid-term Exams (Written, Oral, etc.) | 1 | 8 | 8 |
| Final Exam | 1 | 16 | 16 |
| Total Workload (Hour) | 125 | ||
| Total Workload / 25 (h) | 5,00 | ||
| ECTS | 5 ECTS | ||