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The paper also investigates the effects of correlation in hurricane wind speeds on hurricane damage.
In order to consider the effects of correlation between random variables, a robust method of sensitivity analysis named correlation coefficient approach is also employed.
The effects of correlation coefficients are clearly seen at some stations, and the usefulness of the proposed models is demonstrated for these sites.
These models are applied to recorded 10-min average wind speeds at several meteorological stations, and the consistency of models and effects of correlation coefficients between directional annual maximum wind speeds on the relation between the CDF for direction-free annual maximum wind speed and those for individual directional wind speeds are presented.
Fig. 11 Effects of correlation lengths on the lateral heterogeneities imaged in the Society region.
An outstanding question, however, is whether the effects of correlation significantly impact the optimality of a plan.
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Further, it concludes with two hands-on exercises for using the software on running risk simulations and understanding the diversification effects of correlations on risk.
To illustrate, correlations for reinforced concrete element parameters are estimated from a database of reinforced concrete beam-column tests, and then used to assess the effects of correlations on dynamic response of a frame structure.
However, an approach that is based on performing several separate studies of the variation within a number of measurements leads to undesired reduction of accommodation due to the lack of consideration of the effects of correlations between measurements.
We show that a widely used result of stochastic sensitivity analysis that bolsters this generality is flawed because it ignores the effects of correlations between vital rates.
Such effects of correlation-generating mechanisms which cancel each other out have been described before [ 6] and pose a problem to all reconstruction approaches which rely on linear dependencies.
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