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Moreover, using a weighted sum will help avoiding discontinuities in regions where local models meet in more continuous data sets.
For data sets with very distinct separations of the clusters, the first approach performs best, while for more continuous data, a weighted sum of the local models will probably be a better choice.
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In order to display the segregation of the data in a more continuous way, the data can be projected into a coordinate system (U, V) associated to the regression line.
For comparing two or more groups for continuous data, standard t-test or ANOVA was used.
The authors correctly suggest that it is more important for continuous data to track changes accurately than it is for them to be precise measurements of the underlying variable.
However, in contrast to the extensive sex specific differences in rats with males showing pulsatile GH secretion and females showing more continuous GH levels, data on sex specificity of GH secretion in humans is less clear.
We showed that P. aegeria individuals (both males and females) had a more sedentary daily movement pattern in a highly fragmented urban landscape compared to males in fragmented agricultural and more continuous woodland landscapes (data for females were not available in these two landscape types).
It can be seen that the observatory data provide a more continuous time-series than the satellite data, which is desirable for the robust time parametrisation of the model.
In the Bayesian network modeling approach to network reconstruction, we have found that a linear Gaussian model for local probability distribution is able to give a more accurate description for continuous data and is also able to reduce the number of parameters when compared to discrete methods.
Both watersheds possess several nested sub-watersheds and more than 30 years of continuous data records of precipitation and streamflow.
We can see that some properties have relatively limited records, although a number of key sites have fairly continuous data spanning more than a decade (Table 2).
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