On the other hand, in the asymptotic case, it has the same mean square error as the LLE.
On the other hand, in the asymptotic case, the TSE has the same mean-square error as the local p-degree polynomial estimator using a global bandwidth, when p−r is odd.
To simplify the discussion, we further assume that each node has the same mean epoch length.
For all the network nodes and chunks, (M_{j}^{(s)}) has the same mean value (bar {M}).
In these figures, the first plot represents our simulation data, and the second plots represent the normal distribution (Gaussian) that has the same mean value as our data.
However, because the Poisson distribution has the same mean and variance, it often does not reflect typical characteristics such as substantial over-dispersion contained in the count data.
The surrogate data has the same mean, variance, autocorrelation function, and similar spectral properties as of original data but phase relations are different.
We can replace this distribution by a new one that is supported on the two-point set {0, wmax} and has the same mean.
To illustrate that the Bayesian procedure is more informative than reporting the largest P-value of the partial tests involved in the IUT, we simulated data for which one tissue has the same mean as the target tissue (7.3).
