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The probability of sampling 6 non-pathogens species in our dataset can be calculated, giving p=2.8 E-04 (even by excluding Buchnera).
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Under the null hypothesis that gene g did not have differential expression between the two groups, S g is chi-square distributed with degrees of freedom 2· I. Then the p-value for gene g based on the integral analysis of all the datasets can be calculated using the χ df = 2 I -distribution.
Supposing observation in a flat area and an uniform scatterers distribution within a pixel, γ G of the datasets used can be calculated from the value of perpendicular baselines and critical baseline of PALSAR (about 23000 m).
We designate negative sites as all possible sites from the shuffled sequence datasets, which can be calculated as 594 × 1870 where 594 is length of the shuffled promoter sequence (600) minus the length of the matrix and 1870 is the number of sequences in the shuffled dataset.
With the consideration of ℓ > n, a parameter vector θ j corresponding to each local dataset Ω j can be calculated.
To identify a potential distribution to consider when modeling a dataset, sample standardized moments can be calculated and plotted as points in either (I) and/or (II) – thus, probability distributions that are "close" to the point estimates can be considered as candidates for probability models.
Using the individual data the LT and the M-W interval can be calculated (dataset taken from http://labs.fhcrc.org/pepe/dabs/datasets.html).html
In what follows [ 35], given x1 and x2 are two points of the observed dataset X, their Mahalanobis distance can be calculated as follows: (1) M X (x 1, x 2 ) = (x 1 − x 2 ) T Σ − 1 (x 1 − x 2 ).
The outcome is needed in the calculation of the PI and hence R PM 2 in the derivation dataset, but the PI and R PM 2 can be calculated independently of the outcome in the validation dataset.
The splitting status of dataset D with respect to a gene can be calculated as a by-product when the reduction in impurity of D with respect to the gene is calculated.
Indeed, more than one project file can be calculated over different datasets.
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