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The family based T1D data set was collected as a part of the DiMe study [10], and has been previously analyzed by other statistical methods [11] [12].
When the support is set to be 1, FPT can find all interaction patterns within the development database, including those often missed by other statistical methods.
The assumption that each observation is correlated to previous ones makes it possible to model a temporal structure, with more reliable predictions, especially for climate-sensitive diseases (e.g., mosquito-borne diseases), than those obtained by other statistical methods.
The assumption that each observation is correlated to previous ones makes it possible to model a temporal structure, with more reliable predictions, especially for seasonal infections [ 33- 36], than those obtained by other statistical methods.
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This robust classification surpasses the performance of any other sample set being profiled and analyzed by this and several other statistical methods at this institution (data not shown).
In addition, we examined untreated dental caries by reporting odds ratios rather than other statistical methods such as prevalence ratios.
Other statistical methods based on the actual coseismic landslide occurrences have also been developed by Song et al. 2012 and Umar et al. 2014.
Few other statistical methods exist for identifying a threshold.
Therefore, other statistical methods that allow such studies are preferred.
Projections were obtained using statistical analyses: descriptive, multifactorial logistic regression and other statistical methods.
Comparison of the results by SVM method and those by other statistical classification methods, for example k-nearest neighbor (k-NN) and C4.5 decision tree that use the same pre-selected molecular descriptors, is also conducted.
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