Package: ipfr 1.0.2

ipfr: List Balancing for Reweighting and Population Synthesis

Performs iterative proportional updating given a seed table and an arbitrary number of marginal distributions. This is commonly used in population synthesis, survey raking, matrix rebalancing, and other applications. For example, a household survey may be weighted to match the known distribution of households by size from the census. An origin/ destination trip matrix might be balanced to match traffic counts. The approach used by this package is based on a paper from Arizona State University (Ye, Xin, et. al. (2009) <http://citeseerx.ist.psu.edu/viewdoc/download?doi=10.1.1.537.723&rep=rep1&type=pdf>). Some enhancements have been made to their work including primary and secondary target balance/importance, general marginal agreement, and weight restriction.

Authors:Kyle Ward [aut, cre, cph], Greg Macfarlane [ctb]

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NEWS

Peer review:

Bug tracker:https://github.com/dkyleward/ipfr/issues

On CRAN:

4 exports 4 stars 1.10 score 46 dependencies 23 scripts 184 downloads

Last updated 4 years agofrom:0e4aad0b62. Checks:OK: 7. Indexed: yes.

Exports:ipuipu_matrixsetup_arizonasynthesize

Dependencies:backportsBBmisccheckmateclicolorspacecpp11data.tabledplyrfansifarverfastmatchgenericsggplot2gluegtableisobandlabelinglatticelifecyclemagrittrMASSMatrixmgcvmlrmunsellnlmeparallelMapParamHelperspillarpkgconfigpurrrR6RColorBrewerrlangscalesstringistringrsurvivaltibbletidyrtidyselectutf8vctrsviridisLitewithrXML