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Project Deliverable D50 Report on Best Practices ... - ESONET NoE

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Time-Series Analysis C<strong>on</strong>siderati<strong>on</strong>s<br />

•Scales<br />

•Secular trends<br />

•Trends over specific time periods<br />

•Hind and forecasting<br />

•Gap filling<br />

•Correlati<strong>on</strong>s<br />

•Aliasing<br />

•Detrending<br />

•Calibrati<strong>on</strong> correcti<strong>on</strong><br />

•Parametric vs. n<strong>on</strong>-parametric assumpti<strong>on</strong>s<br />

•Serial autocorrelati<strong>on</strong><br />

•Multidimensi<strong>on</strong>al analysis<br />

•Multidimensi<strong>on</strong>al scaling and principle comp<strong>on</strong>ent analysis<br />

•N<strong>on</strong>-linear vs. linear explanati<strong>on</strong> of variati<strong>on</strong><br />

•Principle coordinates of neighbouring matrices<br />

•Empirical and dynamical modelling<br />

•Spatial c<strong>on</strong>text<br />

<str<strong>on</strong>g>Deliverable</str<strong>on</strong>g> #50 - update October 2010 147

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