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But without data that deviate from the Standard Model's predictions, they cannot decide which of these models look correct.
Our application of these methods to a real data set has demonstrated that SNP filters should be investigated, but to exclude data that deviate from the assumed model (e.g., of Mendelian inheritance).
"We've learned the hard way not to flip-flop based on some data that deviate from our forecast," she said.
In our initial research, we are using simulation and a novel sampling process to generate pseudo test data that deviate from the HMM in a controlled fashion.
The diagnostic research described in Gillick 2011 uses simulation and a novel sampling process to generate pseudo test data that deviate from the HMM in a controlled fashion.
A data observation or a group of data points that are well separated from the majority of the whole pattern of observation, in other words, data that deviate from the general pattern, are called outliers.
Similar(53)
The value Max is set as 50, which is extremely likely to identify molecular expression data that deviates from the mean by more than three standard deviations.
The presence of anomalies in collected information, i.e. data that deviates substantially from what is normally expected, is a valuable source of knowledge and its discovery has many practical applications.
The criteria were to exclude the data that deviated the standard deviation twice or more from the mean of the group.
Data points that deviated from the mean by more than 3× standard deviations were treated as outliers and removed from analysis.
Such an estimator may be more robust to model assumptions and/or be diagnostic for data that deviates from the model.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com