Name : R-exactamente
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Version : 0.1.1
| Vendor : obs://build_opensuse_org/devel:languages:R
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Release : lp153.3.2
| Date : 2024-06-14 11:58:52
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Group : Development/Libraries/Other
| Source RPM : R-exactamente-0.1.1-lp153.3.2.src.rpm
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Size : 0.08 MB
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Packager : (none)
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Summary : Explore the Exact Bootstrap Method
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Description :
Researchers often use the bootstrap to understand a sample drawn from a population with unknown distribution. The exact bootstrap method is a practical tool for exploring the distribution of small sample size data. For a sample of size n, the exact bootstrap method generates the entire space of n to the power of n resamples and calculates all realizations of the selected statistic. The \'exactamente\' package includes functions for implementing two bootstrap methods, the exact bootstrap and the regular bootstrap. The exact_bootstrap() function applies the exact bootstrap method following methodologies outlined in Kisielinska (2013) < doi:10.1007/s00180-012-0350-0>. The regular_bootstrap() function offers a more traditional bootstrap approach, where users can determine the number of resamples. The e_vs_r() function allows users to directly compare results from these bootstrap methods. To augment user experience, \'exactamente\' includes the function exactamente_app() which launches an interactive \'shiny\' web application. This application facilitates exploration and comparison of the bootstrap methods, providing options for modifying various parameters and visualizing results.
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RPM found in directory: /packages/linux-pbone/ftp5.gwdg.de/pub/opensuse/repositories/devel:/languages:/R:/autoCRAN/openSUSE_Leap_15.3/x86_64 |