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Information
| Code | ÇM002 |
| Name | Statistical Methods in Environmental Engineering II |
| Term | 2022-2023 Academic Year |
| Term | Spring |
| Duration (T+A) | 4-0 (T-A) (17 Week) |
| ECTS | 6 ECTS |
| National Credit | 4 National Credit |
| Teaching Language | Türkçe |
| Level | Yüksek Lisans Dersi |
| Type | Normal |
| Mode of study | Yüz Yüze Öğretim |
| Catalog Information Coordinator | Prof. Dr. GALİP SEÇKİN |
| Course Instructor |
1 |
Course Goal / Objective
To Improve knowledge in the statistical analysis and graphical representation of the measured data of Physical, biological, and chemical treatment.
Course Content
The statistical analysis of the measured data and graphical representations of physical, biological, and chemical treatment, .Regression (linear and multiple regression), correlation, analysis of variance and error and understanding of probability and sampling distributions. Confidence intervals, hypothesis tests and conformity.
Course Precondition
Resources
Lecturer Notes
Notes
Course Learning Outcomes
| Order | Course Learning Outcomes |
|---|---|
| LO01 | Probability is learned. |
| LO02 | Statistics are learned. |
| LO03 | To be able to use statistics and probability effectively in the field of an Engineer. |
Relation with Program Learning Outcome
| Order | Type | Program Learning Outcomes | Level |
|---|---|---|---|
| PLO01 | Bilgi - Kuramsal, Olgusal | Improves and provides required information on the basis of the basic competencies gained at the undergraduate level in the field of Environmental Engineering. | 4 |
| PLO02 | Bilgi - Kuramsal, Olgusal | Understands the interdisciplinary interactions related to their field. | 5 |
| PLO03 | Bilgi - Kuramsal, Olgusal | Uses the theoretical and practical knowledge at his specialized level in his field. | 5 |
| PLO04 | Bilgi - Kuramsal, Olgusal | Combines and comments on the knowledge in their area with various scientific discipline and ability to produce new knowledge, to be able to solve the problems demanding expertise using scientific methods. | 5 |
| PLO05 | Bilgi - Kuramsal, Olgusal | Describes the problem independently in their field, evaluates solving methods, comments on the results and applies of the results when necessary. | 5 |
| PLO06 | Bilgi - Kuramsal, Olgusal | Develops new strategic methods in order to solve unexpected complex problems encountered related to their field and takes initiatives to formulate a solution. | 4 |
| PLO07 | Beceriler - Bilişsel, Uygulamalı | Analyses the knowledge in his field in a critical way and and directs his learning and performs advanced level research independetly | 5 |
| PLO08 | Yetkinlikler - Bağımsız Çalışabilme ve Sorumluluk Alabilme Yetkinliği | Transfers current developments in the field of his studies, supporting them with quantitative and qualitative data, systematically to the area outside of the field, written, orally and visually. | 3 |
| PLO09 | Yetkinlikler - Bağımsız Çalışabilme ve Sorumluluk Alabilme Yetkinliği | Examines, develops social relationships and the norms which diverts these social relationships with a critical view of and acts to change them if necessary. | 3 |
| PLO10 | Yetkinlikler - Bağımsız Çalışabilme ve Sorumluluk Alabilme Yetkinliği | Has the command of a foreign language at a level to translate and understand an article written in. | 3 |
| PLO11 | Yetkinlikler - Bağımsız Çalışabilme ve Sorumluluk Alabilme Yetkinliği | Uses advanced information and communication technologies along with the required level of his computer software. | 4 |
| PLO12 | Yetkinlikler - Öğrenme Yetkinliği | Develops plans of strategy, policy, and implementation issues related to their area and evaluates results obtained within the framework of processes of quality. | 2 |
| PLO13 | Yetkinlikler - Öğrenme Yetkinliği | Teaches each and supervises scientific and ethical values at the stages of data collection, interpretation related to their field. | 5 |
| PLO14 | Yetkinlikler - Öğrenme Yetkinliği | Uses knowledge in their field for problem solving and / or practical skills in interdisciplinary studies. | 5 |
Week Plan
| Week | Topic | Preparation | Methods |
|---|---|---|---|
| 1 | Set Theory and the Sample Space | Reviewing related sections in guided materials,investigating subject titles given to students for presentations in the beginning of the semester | Öğretim Yöntemleri: Alıştırma ve Uygulama |
| 2 | Permutations and Combinations | Reviewing related sections in guided materials,investigating subject titles given to students for presentations in the beginning of the semester | Öğretim Yöntemleri: Alıştırma ve Uygulama |
| 3 | Introduction to Probability | Reviewing related sections in guided materials,investigating subject titles given to students for presentations in the beginning of the semester | Öğretim Yöntemleri: Alıştırma ve Uygulama |
| 4 | Random Variables and Distributions | Reviewing related sections in guided materials,investigating subject titles given to students for presentations in the beginning of the semester | Öğretim Yöntemleri: Alıştırma ve Uygulama |
| 5 | Distributions of Some Discrete Probability | Reviewing related sections in guided materials,investigating subject titles given to students for presentations in the beginning of the semester | Öğretim Yöntemleri: Alıştırma ve Uygulama |
| 6 | Distribution of Continuous Random Variables | Reviewing related sections in guided materials,investigating subject titles given to students for presentations in the beginning of the semester | Öğretim Yöntemleri: Alıştırma ve Uygulama |
| 7 | Sample Selection and Data Preparation and Analysis | Reviewing related sections in guided materials,investigating subject titles given to students for presentations in the beginning of the semester | Öğretim Yöntemleri: Alıştırma ve Uygulama |
| 8 | Mid-Term Exam | Reviewing related sections in guided materials,investigating subject titles given to students for presentations in the beginning of the semester | Ölçme Yöntemleri: Ödev |
| 9 | Sampling Distributions and Estimation | Reviewing related sections in guided materials,investigating subject titles given to students for presentations in the beginning of the semester | Öğretim Yöntemleri: Soru-Cevap |
| 10 | Statistical Inference: Hypothesis Testing | Reviewing related sections in guided materials,investigating subject titles given to students for presentations in the beginning of the semester | Öğretim Yöntemleri: Alıştırma ve Uygulama |
| 11 | Regression and Correlation | Reviewing related sections in guided materials,investigating subject titles given to students for presentations in the beginning of the semester | Öğretim Yöntemleri: Alıştırma ve Uygulama |
| 12 | Analysis of Variance | Reviewing related sections in guided materials,investigating subject titles given to students for presentations in the beginning of the semester | Öğretim Yöntemleri: Alıştırma ve Uygulama |
| 13 | Index Numbers | Reviewing related sections in guided materials,investigating subject titles given to students for presentations in the beginning of the semester | Öğretim Yöntemleri: Alıştırma ve Uygulama |
| 14 | Analysis of Time Series | Reviewing related sections in guided materials,investigating subject titles given to students for presentations in the beginning of the semester | Öğretim Yöntemleri: Alıştırma ve Uygulama |
| 15 | Combinatorial Analysis, Probability Theory Problems | Reviewing related sections in guided materials,investigating subject titles given to students for presentations in the beginning of the semester | Öğretim Yöntemleri: Alıştırma ve Uygulama |
| 16 | Term Exams | Reviewing related sections in guided materials,investigating subject titles given to students for presentations in the beginning of the semester | Ölçme Yöntemleri: Performans Değerlendirmesi |
| 17 | Term Exams | Reviewing related sections in guided materials,investigating subject titles given to students for presentations in the beginning of the semester | Ölçme Yöntemleri: Performans Değerlendirmesi |
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 | 4 | 56 |
| Assesment Related Works | |||
| Homeworks, Projects, Others | 0 | 0 | 0 |
| Mid-term Exams (Written, Oral, etc.) | 1 | 12 | 12 |
| Final Exam | 1 | 28 | 28 |
| Total Workload (Hour) | 152 | ||
| Total Workload / 25 (h) | 6,08 | ||
| ECTS | 6 ECTS | ||