arma-thesis

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commit ff38f1991674d15de7233be0250b5931ec59e0d8
parent f61b68b95b5be8ce26c23df2e32b5aa271cfb5a5
Author: Ivan Gankevich <igankevich@ya.ru>
Date:   Mon, 31 Oct 2016 20:00:52 +0300

Revise verification section.

Diffstat:
phd-diss.org | 28+++++++++++++++-------------
1 file changed, 15 insertions(+), 13 deletions(-)

diff --git a/phd-diss.org b/phd-diss.org @@ -241,18 +241,18 @@ mixed ARMA process might be a better choice, but this is the objective of the future research. ** Verification of wavy surface integral characteristics -Research shows that several ocean wave characteristics (e.g. wave height, wave -period, wave length etc.) have Weibull distribution differing only in shape -parameter (tab. [[tab:weibull-shape]]), and wave elevation has Gaussian -distribution. In order to verify that distributions corresponding to generated -realisation are correct, we use quantile-quantile plots (plots where analytic -quantile values are used for X axis and estimated quantile values for Y axis). -If the estimated distribution matches analytic then the graph is the straight -line. Tails of the graph may diverge from the straight line, because they can -not be reliably estimated from the realisation. Different methods of extracting -waves from realisation produce variations in quantile function tails, it is -probably impractical to extract every possible wave from realisation since they -may (and often) overlap. +Research shows cite:рожков1990вероятностные that several ocean wave +characteristics (e.g. wave height, wave period, wave length etc.) have Weibull +distribution differing only in shape parameter (tab. [[tab:weibull-shape]]), and +wave elevation has Gaussian distribution. In order to verify that distributions +corresponding to generated realisation are correct, quantile-quantile plots are +used (plots where analytic quantile values are used for X axis and estimated +quantile values for Y axis). If the estimated distribution matches analytic then +the graph has the form of the straight line. Tails of the graph may diverge from +the straight line, because they can not be reliably estimated from the +realisation. Different methods of extracting waves from realisation produce +variations in quantile function tails, it is probably impractical to extract +every possible wave from realisation since they may (and often) overlap. #+name: tab:weibull-shape #+caption: Values of Weibull shape parameter for different wave characteristics. @@ -340,6 +340,8 @@ exit | \includegraphics{propagating-elevation} | \includegraphics{propagating-wave-height-x} | | \includegraphics{propagating-wave-length-x} | \includegraphics{propagating-wave-period} | +*** TODO Discuss graphs + ** The shape of ACF for different types of waves *** Two methods to find ocean wave's ACF **** Analytic method of finding the ACF. @@ -392,7 +394,7 @@ profile then transforms to \sin (k_x x + k_y y) \sin (\sigma t). \label{eq:decaying-standing-wave} \end{equation} -Them, if one takes 3D Fourier transform of this expression via any capable +Then, if one takes 3D Fourier transform of this expression via any capable computer algebra software, the resulting polynomial may be fitted to the following ACF approximation. \begin{equation}