STATISTICAL METHODS IN ASTROPHYSICS AND R APPLICATIONS

İzlence Konu Başlık

Hafta Teori Konu Başlıkları
1 Introduciton
2 Statistical Distributions
3 Statistical Distributions
4 Statistical Distributions
5 Statistical Data Usage
6 Statistical Data Usage
7 Statistical Data Usage
8 Statistical Data Usage
9 Statistical Data Usage
10 Statistical Data Usage
11 Astronomical Data Usage
12 Astronomical Data Usage
13 Astronomical Data Usage
14 Astronomical Data Usage
Hafta Uygulama Konu Başlıkları
1 Introduction to R language, data and variable types
2 Distributions – Boltzmann, Maxwell-Boltzmann –
3 Distributions – Gaussian, Poisson etc. –
4 Data creation via R corresponding to a statistical distribution
5 Data visualization: 2D and 3D plots
6 Data fit, step function usage
7 Interpolation, extrapolation
8 Numerical calculation of derivative and integral
9 Approximate solution of nonlinear equations
10 Iteration methods - Runge kutta method
11 Data types in astronomy, working with FITS files
12 Reading R files in R, obtaining light curve and spectra
13 Detecting periodic, cyclic and instant changes in light curve
14 Time series, Fourier Analysis

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