Information Package / Course Catalogue
Applied Statistical Methods in Culturtechnique
Course Code: ZTY607
Course Type: Area Elective
Couse Group: Third Cycle (Doctorate Degree)
Education Language: Turkish
Work Placement: N/A
Theory: 2
Prt.: 2
Credit: 3
Lab: 0
ECTS: 8
Objectives of the Course

To teach the methods used in analysis, assessment and interpretation of data obtained in culturtechnical studies.

Course Content

Basic statistical analysis of data, parameter estimation, simple linear regression, multiple linear regression, analysis and modelling of time series, spatial statistics, geostatistical methods, kriging techniques

Name of Lecturer(s)
Lec. Safiye Pınar TUNALI
Learning Outcomes
1.Being able to apply basic statistical analysis and to interpret the results
2.Being able to apply simple and multiple linear regression analysis and to interpret the results
3.Being able to apply geostatistical methods and to interpret the results
4.To be able apply the methods for analysis of water quality data
5.Being able to make trend analysis
Recommended or Required Reading
1.Helsel, D.R. and Hirsch, R.M. (2002) Statistical Methods in Water Resources. Elsevier Science Publishers, Amsterdam.
2.Draper, N.R. and Smith H. (1981) Applied Regression Analysis. John Wiley and Sons, USA.
3.Webster R. and Oliver M.A. (2007) Geostatistics for Environmental Scientists. John Wiley and Sons, England
Weekly Detailed Course Contents
Week 1 - Theoretical & Practice
Acquisition of data
Week 2 - Theoretical & Practice
Basic statistical analysis of data
Week 3 - Theoretical & Practice
Basic statistical analysis of data
Week 4 - Theoretical & Practice
Parameter estimation
Week 5 - Theoretical & Practice
Simple linear regression
Week 6 - Theoretical & Practice
Simple linear regression
Week 7 - Theoretical & Practice
Multiple linear regression Mid Term Exam
Week 8 - Theoretical & Practice
Multiple linear regression
Week 9 - Theoretical & Practice
Statistical analysis and modelling of time series
Week 10 - Theoretical & Practice
Spatial statistics
Week 11 - Theoretical & Practice
Geostatistical methods
Week 12 - Theoretical & Practice
Geostatistical methods
Week 13 - Theoretical & Practice
Monte Carlo simulation
Week 14 - Theoretical & Practice
Monte Carlo simulation
Assessment Methods and Criteria
Type of AssessmentCountPercent
Midterm Examination1%30
Final Examination1%70
Workload Calculation
ActivitiesCountPreparationTimeTotal Work Load (hours)
Lecture - Theory145298
Lecture - Practice144284
Midterm Examination18210
Final Examination110212
TOTAL WORKLOAD (hours)204
Contribution of Learning Outcomes to Programme Outcomes
PÇ-1
PÇ-2
PÇ-3
PÇ-4
PÇ-5
PÇ-6
PÇ-7
PÇ-8
OÇ-1
5
5
5
5
5
5
5
5
OÇ-2
5
4
5
5
4
5
5
5
OÇ-3
5
4
4
5
4
5
5
5
OÇ-4
3
4
4
4
3
4
2
3
OÇ-5
4
4
2
4
3
4
3
3
Adnan Menderes University - Information Package / Course Catalogue
2026