dclong.spt (0.1.1)

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Sequential Permutation Test.


Permutation tests are commonly used. Usually it doesn't take much time to do a permutation test, but it can be time-consuming if one have to do many permutation tests (e.g., in gene data analysis) at the same time. This package allows users to do sequential permutation tests which can save lots of time. This package has implemented (both in R and C++ version) the two sequential permutation tests discussed in the paper Bancroft, Du and Nettleton (2013). It also allows users to do general sequential permutation test by offering user-defined functions for calculating observed and permuted test statistics. For people who are confident in writing C++ code and willing to use C++ code to speed up computation, this package tries all efforts to make this easy (thanks to Rcpp and C++ variadic template). Basically a user only has to offer C++ code for calculating observed and permuted test statistics (similar to what he/she would do using pure R code).

Maintainer: Chuanlong (Ben) Du
Author(s): Chuanlong (Ben) Du

License: GPL (>= 2)

Uses: inline, Rcpp, RcppArmadillo

Released almost 7 years ago.



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