Türkçe | English
GRADUATE INSTITUTE of NATURAL and APPLIED SCIENCES / DEPARTMENT of FOREST ENGINEERING
Masters with Thesis
Course Catalog
http://www.orman.ktu.edu.tr/om/index.html
Phone: +90 0462 3772805
FBE
GRADUATE INSTITUTE of NATURAL and APPLIED SCIENCES / DEPARTMENT of FOREST ENGINEERING / Masters with Thesis
Katalog Ana Sayfa
  Katalog Ana Sayfa  KTÜ Ana Sayfa   Katalog Ana Sayfa
 
 

FBE5006Advanced Statistics3+0+0ECTS:7.5
Year / SemesterSpring Semester
Level of CourseSecond Cycle
Status Elective
Department
Prerequisites and co-requisitesNone
Mode of DeliveryFace to face
Contact Hours14 weeks - 3 hours of lectures per week
Lecturer--
Co-Lecturer
Language of instruction
Professional practise ( internship ) None
 
The aim of the course:
to aware the students about the statistical concepts and parameters, to have the students gain abilities to adapt the univariate and multivariate statistical methods to any kind of data set, to have the students gain abilities to solve the statistical problems using SPSS program
 
Programme OutcomesCTPOTOA
Upon successful completion of the course, the students will be able to :
PO - 1 : to know the statistical parameters and concepts and how to use them
PO - 2 : to find out the most suitable statistical method for the problem faced to
PO - 3 : to be able to solve any statistical problem using SPSS program.
CTPO : Contribution to programme outcomes, TOA :Type of assessment (1: written exam, 2: Oral exam, 3: Homework assignment, 4: Laboratory exercise/exam, 5: Seminar / presentation, 6: Term paper), PO : Learning Outcome

 
Contents of the Course
Basic statistical concepts and parameters, sampling and statistical estimation theory, statistical decision theory (t-test, F test etc.), ANOVA, corelation and simple linear regression, non parametric tests, multivariate normal distribution and hypothesis testing, Multi ANOVA, multivariate linear regression, Logistic regression, trend surface analysisi, cluster techniques, discriminant anaylsis, PCA, Factor analysis, multivariate scaling, correspondance analysis, canonical corelation.
 
Course Syllabus
 WeekSubjectRelated Notes / Files
 Week 1Basic statistic parameters
 Week 2Statistical decision theory T-test (Student test) F-test
 Week 3Analysis of variance One-way ANOVA
 Week 4Correlation and regression analysis Simple correlation Simple linear regression
 Week 5Non-parametric test Mann-Whitney U test Friedman test
 Week 6 Introduction to eigenvector methods including factor analysis -Q-Mode factor analysis -R-Mode factor analysis
 Week 7multivariate normal distribution and hypothesis testing
 Week 8Quiz
 Week 9Principle component analysis
 Week 10Discriminant Functions
 Week 11Multi ANOVA
 Week 12Multivariate linear regression, Logistic regression
 Week 13 Cluster Analysis
 Week 14Correspondence analysis
 Week 15Canonical correlations
 Week 16Final exam
 
Textbook / Material
1Tüysüz, N., Yaylalı-Abanuz, G., 2012; Jeoistatistik-Kavramlar ve Bilgisayarlı Uygulamalar, KTÜ Yayınları, Yayın No: 220, 382 s.
2Tüysüz, N., Yaylalı-Abanuz, G., 2012; Jeoistatistik-Kavramlar ve Bilgisayarlı Uygulamalar, KTÜ Yayınları, Yayın No: 220, 382 s.
 
Recommended Reading
1Özdamar, K., 2002; Paket programlar ile istatistiksel veri analizi, Kaan Kitabevi, 2 cilt.
2Özdamar, K., 2002; Paket programlar ile istatistiksel veri analizi, Kaan Kitabevi, 2 cilt.
3Hinton, P.R., Brownlow, C., Mac Murray, I., Cozens, B., 2004; SPSS Explained, Routledge Yayınevi, 377 s.
4Hinton, P.R., Brownlow, C., Mac Murray, I., Cozens, B., 2004; SPSS Explained, Routledge Yayınevi, 377 s.
 
Method of Assessment
Type of assessmentWeek NoDate

Duration (hours)Weight (%)
Mid-term exam 1 2 30
In-term studies (second mid-term exam) 14 1 20
End-of-term exam 1 3 50
 
Student Work Load and its Distribution
Type of workDuration (hours pw)

No of weeks / Number of activity

Hours in total per term
Yüz yüze eğitim 3 14 42
Sınıf dışı çalışma 6 10 60
Laboratuar çalışması 0 0 0
Arasınav için hazırlık 0 0 0
Arasınav 1 1 1
Uygulama 2 14 28
Klinik Uygulama 0 0 0
Ödev 0 0 0
Proje 0 0 0
Kısa sınav 0 0 0
Dönem sonu sınavı için hazırlık 10 2 20
Dönem sonu sınavı 1 2 2
Diğer 1 0 0 0
Diğer 2 0 0 0
Total work load153