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Then, we present the procedures of constructing a histogram model, along with the different criteria of determining the appropriate number of bins based on the data observations.
Also based on the data observations and alpha level of 0.05, there is at least a 90 % chance of detecting a difference of standard deviation of 0.0023297 and at most a 60%% chance of detecting a difference of standard deviation of 0.0013632.
If noise exists in the data observations from faulty collection procedures, aggregation in the reported data, or another source, then the calibrated model is unlikely to fit the data exactly.
As time goes on and patterns or themes start to emerge from the data, observations become more focussed on particular people, events, and places.
This can be illustrated for a pandemic scenario: after careful inspection of the data, observations within the 95% prediction interval of the time series might be considered (by convention) as regular variability.
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These techniques work on the whole of the data observation set in the detection of anomalies.
This article analyzes the error estimation of Gaussian process models when the simulated data observations contain measurement noise.
Statistical models of load and resistance can be derived from the test data, observations and analysis.
The developed HSM showed a greater potential area distribution than those derived from the field data observations.
In the second approach, from all observations in the data set, 'K' observations are selected randomly as cluster centers.
These models are used depending on the type of the available data observation set.
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