TÜRKÇE
ENGLISH
Information
| Code | MDZ210 |
| Name | Probability and Statistics |
| Term | 2024-2025 Academic Year |
| Semester | 4. Semester |
| Duration (T+A) | 2-0 (T-A) (17 Week) |
| ECTS | 4 ECTS |
| National Credit | 2 National Credit |
| Teaching Language | Türkçe |
| Level | Lisans Dersi |
| Type | Normal |
| Label | C Compulsory |
| Mode of study | Yüz Yüze Öğretim |
| Catalog Information Coordinator | Prof. Dr. ALİ İHSAN GENÇ |
| Course Instructor |
1 2 |
Course Goal / Objective
To explain the statistical concepts and analysing methods used in geosciences especially in mining and geology areas, for helping students gain capability over these methods.
Course Content
Explain to student statistical concepts and analysing methods used in geosciences especially in mining and geology areas, gaining capability over these methods.
Course Precondition
None
Resources
Olasılık ve İstatistik, Fikri Akdeniz, Nobel Kitabevi, 2012.
Notes
Olasılık ve İstatistiğe Giriş, Sheldon M. Ross, 2012, Nobel Yayınevi.
Course Learning Outcomes
| Order | Course Learning Outcomes |
|---|---|
| LO01 | Explains the basic concepts used in statistics. |
| LO02 | Organizes and summarizes data. |
| LO03 | Computes the measures of central tendency and dispersion. |
| LO04 | Explains the notion of probability. |
| LO05 | Performs a hypothesis testing. |
Relation with Program Learning Outcome
| Order | Type | Program Learning Outcomes | Level |
|---|---|---|---|
| PLO01 | Bilgi - Kuramsal, Olgusal | Students has sufficient knowledge on theoretical and applied subjects in the light of contemporary knowledge and scientific approaches in the field of mining. | |
| PLO02 | Beceriler - Bilişsel, Uygulamalı | Applies the knowledge she has received in the field of mining in multidisciplinary studies to produce solutions to the problems she has encountered. | 3 |
| PLO03 | Beceriler - Bilişsel, Uygulamalı | Analyzes problems with the help of up-to-date information and makes inferences for solutions. | 2 |
| PLO04 | Beceriler - Bilişsel, Uygulamalı | It applies physical, chemical, mechanical and mineralogical analyzes in accordance with TSE standards in field studies or laboratory conditions. | 3 |
| PLO05 | Beceriler - Bilişsel, Uygulamalı | Has the ability to analyze the engineering plans. | |
| PLO06 | Beceriler - Bilişsel, Uygulamalı | It dominates the machinery park in mining enterprises and can use them for the execution of mining activities. | |
| PLO07 | Yetkinlikler - Bağımsız Çalışabilme ve Sorumluluk Alabilme Yetkinliği | Students has the ability to solve the problems she encounters by working individually or in a team with other disciplines. | |
| PLO08 | Yetkinlikler - Bağımsız Çalışabilme ve Sorumluluk Alabilme Yetkinliği | It constantly follows the developments in the mining field, as it knows that the information is not static. | |
| PLO09 | Yetkinlikler - Öğrenme Yetkinliği | It can use printed publications or databases to obtain the necessary information in mining processes. | 1 |
| PLO10 | Yetkinlikler - Öğrenme Yetkinliği | He/she carries out all his/her work in a planned way in order to constantly improve himself/herself and increase her knowledge level. | |
| PLO11 | Yetkinlikler - Bağımsız Çalışabilme ve Sorumluluk Alabilme Yetkinliği | Uses computers and other electronic resources in mining. | |
| PLO12 | Yetkinlikler - Öğrenme Yetkinliği | Uses at least one foreign language at B1 General Level in order to communicate and access information. | |
| PLO13 | Yetkinlikler - Öğrenme Yetkinliği | Performs technical drawings by thinking in three dimensions in the studies she has done in her field. | |
| PLO14 | Yetkinlikler - Öğrenme Yetkinliği | It has the awareness of adhering to moral and ethical values while carrying out its mining activities. | |
| PLO15 | Yetkinlikler - Öğrenme Yetkinliği | It is aware of the need to prioritize the environment and the health of employees, as it has an infrastructure on Occupational Health and Safety awareness in mining and their legal obligations. | |
| PLO16 | Yetkinlikler - Öğrenme Yetkinliği | Knows that the solutions to the problems in the mining field affect societies and communities, so they have information about the innovative applications and models developed. |
Week Plan
| Week | Topic | Preparation | Methods |
|---|---|---|---|
| 1 | Introduction to probability, the basic concepts in statistics | Lecture notes and literature references cited | Öğretim Yöntemleri: Anlatım |
| 2 | Sorting and grouping, series, charts, study questions | Lecture notes and literature references cited | Öğretim Yöntemleri: Anlatım |
| 3 | Graphical presentation of data, frequency division, Study questions | Lecture notes and literature references cited | Öğretim Yöntemleri: Anlatım |
| 4 | Arithmetic, plaid, harmonic and geometric means, study questions | Lecture notes and literature references cited | Öğretim Yöntemleri: Anlatım |
| 5 | Mode, median, quantiles and percentiles, study questions | Lecture notes and literature references cited | Öğretim Yöntemleri: Anlatım |
| 6 | Distribution range, mean deviation, variance, standard deviation, the study questions | Lecture notes and literature references cited | Öğretim Yöntemleri: Anlatım |
| 7 | The coefficient of variation, skewness, kurtosis, and study questions | Lecture notes and literature references cited | Öğretim Yöntemleri: Anlatım |
| 8 | Mid-Term Exam | Review the topics discussed in the lecture notes and sources | Ölçme Yöntemleri: Yazılı Sınav |
| 9 | Point and interval estimates, z, t and chi-square distributions, study questions | Lecture notes and literature references cited | Öğretim Yöntemleri: Anlatım |
| 10 | Probability theory and study questions | Lecture notes and literature references cited | Öğretim Yöntemleri: Anlatım |
| 11 | Probability divisions, permutations, combinations, study questions | Lecture notes and literature references cited | Öğretim Yöntemleri: Anlatım |
| 12 | Hypothesis testing, z and t distribution, study questions | Lecture notes and literature references cited | Öğretim Yöntemleri: Anlatım |
| 13 | Simple regression analysis and hypothesis testing, study questions | Lecture notes and literature references cited | Öğretim Yöntemleri: Anlatım |
| 14 | Correlation analysis, hypothesis testing and confidence limits of correlation, study questions | Lecture notes and literature references cited | Öğretim Yöntemleri: Anlatım |
| 15 | Correlation analysis, hypothesis testing and confidence limits of correlation, study questions II | Lecture notes and literature references cited | Öğretim Yöntemleri: Anlatım |
| 16 | Term Exams | Review the topics discussed in the lecture notes and sources | Ölçme Yöntemleri: Yazılı Sınav |
| 17 | Term Exams | Review the topics discussed in the lecture notes and sources | Ölçme Yöntemleri: Yazılı Sınav |
Student Workload - ECTS
| Works | Number | Time (Hour) | Workload (Hour) |
|---|---|---|---|
| Course Related Works | |||
| Class Time (Exam weeks are excluded) | 14 | 2 | 28 |
| Out of Class Study (Preliminary Work, Practice) | 14 | 2 | 28 |
| Assesment Related Works | |||
| Homeworks, Projects, Others | 1 | 0 | 0 |
| Mid-term Exams (Written, Oral, etc.) | 1 | 8 | 8 |
| Final Exam | 1 | 24 | 24 |
| Total Workload (Hour) | 88 | ||
| Total Workload / 25 (h) | 3,52 | ||
| ECTS | 4 ECTS | ||