Kocaeli University / European Credit Transfer System (ECTS)

Name of Lecturer(s)

Prof. Dr. Oya ÇAKIN
Prof. Dr. Bülent ORUÇ
Assistant Prof. Dr. Berna TUNÇ

Learning Outcomes of the Course Unit
Program Competencies-Learning Outcomes Relation

Learning Outcomes of the Course Unit

1) Identify the data
2) Label the data
3) Recognize the histogram amd frequency distributions
4) Recognize the basic statistical concepts
5) Analyze non-linear equations
6) Recognize Normal Distribution (Gauss Distribution)
7) Recognize statistical test methods
8) Practice the statistical tests

Program Competencies-Learning Outcomes Relation

Program Competencies

Learning Outcomes

Low

No relation

Mode of Delivery

Face to Face

Prerequisites and Co-Requisites

None

Recommended Optional Programme Components

Course Contents

This course covers;What is data?the classification of the data,histograms and Frequency distributions Basic Statistics Consepts,moments in statistics and correlation,solution of the non-lineer equations Probability,probability distributions,test statistics the types of data in geophysics,sampling theory correlation processes,rounding processes convolution and the importance of convolution in signal processing.

Weekly Schedule

1) Defination of the data. The meaning of data which is the group of information that represent the qualitative or quantitative attributes of a variable or set of variables. The importance of signal processing in engineering applications
2) Clasification of the data, Cont. Data, Disc. Data
3) Histograms and Frequency distributions, Raw data, A standard order – ascending, Reverse order- descending, Maximum value, Minimum value, Graphical display of tabulated frequencies, Smoothed distribution curves.
4) Basic statistics consepts, Median value, Standart deviation, Corelation coefficent.
5) Moments in statistics and correlation, Corelation in periodic data, Autocorrelation function, Corrrelation of non-periodic data, Corrrelation of random data, Correletaion and Cross-Correletaion of wavelet.
6) Solution of the non-lineer equations: The meaning of the act of repeating a process usually with the aim of approaching a desired goal or target or result, Basic Iteractive methods, Newton-Raphson Methods.
7) Probability, Discrete probability distribution, Continuous probability distribution, Probability distributions, Normal distribution, Poisson distribution, Binom distribution.
8) Midterm examination/Assessment
9) Test statistics, X2 test, Student’s t test.
10) The types of data in geophysics, Seismological data, Seismic data, Gravity data, Magnetic data, Resistivity data, The importance of processing the data in geophysics.
11) Sampling Theory: Converting a continuous signal into a discrete signal, Random samples and random numbers.
12) Sampling Distributions, Sampling distributions of the mean values, Sampling distributions of the ratios, Sampling distributions of the ratios, Sampling distributions of the differences and summations.
13) Correlation processes, Correlation in periodic data, Correlation in non-periodic data,
14) Correlation in random data, Geometric meaning of correlation, Cross correlation.
15) Rounding Processes, Rounding medium processings, Consecutive processes of roundings, Convolution and the importance of convolution in signal processing, Convolution of continuous time functions, The relationship between convolution and correlation.
16) Final EX

Planned Learning Activities and Teaching Methods

1) Lecture
2) Question-Answer
3) Problem Solving

Assessment Methods and Criteria

Contribution of Semester Studies to Course Grade

30%

		Number	Percentage
Semester Studies	Midterm Examination	1	50%
	Quiz	1	25%
	Practices	1	25%

Contribution of Final Examination to Course Grade

70%

Total

100%

Language of Instruction

Turkish

Work Placement(s)

Not Required

Course Unit Title	Course Unit Code	Type of Course Unit	Level of Course Unit	Year of Study	Semester	ECTS Credits
Data Prossesing In Geophysics I	JFZ215	Compulsory	Bachelor's degree	2	Fall	5