Fits a linear model to survey data in each node obtained by recursively partitioning the data. The splitting variables and splits selected are obtained using a procedure which adjusts for complex sample design features used to obtain the data. Likewise the model fitting algorithm produces design-consistent coefficients to the least squares linear model between the dependent and independent variables. The first stage of the design is accounted for in the provided variance estimates. The main function returns the resulting binary tree with the linear model fit at every end-node. The package provides a number of functions and methods for these trees.
| Author | daniell toth [aut, cre] |
| Date of publication | 2017-02-04 08:42:27 |
| Maintainer | daniell toth <danielltoth@yahoo.com> |
| License | CC0 |
| Version | 0.2.0 |
| Package repository | View on CRAN |
| Installation | Install the latest version of this package by entering the following in R:
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All man pages Function index File listing
Man pages | |
|---|---|
| CE: CE Consumer expenditure data (first quarter of 2014) | |
| domain_est: domain_est | |
| end_nodes: end_nodes | |
| in_node: in_node | |
| node_plot: node_plot | |
| predict.rpms: predict.rpms | |
| print.rpms: print.rpms | |
| qtree: qtree | |
| rpms: rpms | |
| rpms-package: Recursive Partitioning for Modeling Survey Data (rpms) | |
| split: split | |
| survLm: survLm | |
| survLm_model: Fit a linear model using data collected from a complex sample | |
| ttest: ttest | |
| var_select: var_select | |
| Wtest: Wtest (Wald Test for sample weights) | |
Functions | |
|---|---|
| CE | Man page |
| Wald | Man page |
| Wtest | Man page Source code |
| clus_perm | Source code |
| covariates | Source code |
| domain_est | Man page Source code |
| end_nodes | Man page Source code |
| get.qtree | Source code |
| get_endnodes | Source code |
| get_loss | Source code |
| get_loss_cat | Source code |
| get_pvec | Source code |
| in_node | Man page Source code |
| linearize | Source code |
| mark_ends | Source code |
| node_plot | Man page Source code |
| predict | Man page |
| predict.rpms | Man page Source code |
| Man page | |
| print.rpms | Man page Source code |
| qtree | Man page Source code |
| rpms | Man page Source code |
| rpms-package | Man page |
| rpms::end_nodes | Man page |
| rpms::in_node | Man page |
| rpms::node_plot | Man page |
| rpms::qtree | Man page |
| split | Man page |
| survLm | Man page Source code |
| survLm_fit | Source code |
| survLm_model | Man page Source code |
| test | Man page |
| ttest | Man page Source code |
| var_select | Man page Source code |
| var_test | Source code |
Files | |
|---|---|
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inst
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inst/doc
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| inst/doc/rpms_2017_02_03.R | |
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inst/doc/rpms_2017_02_03.Rnw
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inst/doc/rpms_2017_02_03.pdf
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src
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src/Makevars
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src/C_functions_RP.cpp
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src/Makevars.win
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src/RcppExports.cpp
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src/variable_test_rpms.cpp
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NAMESPACE
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data
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data/CE.rda
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R
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| R/qtree.R | |
| R/RcppExports.R | |
| R/rpms.R | |
| R/weight_tests.R | |
| R/main_0_1_0.R | |
| R/sfun_rpm_0_1.R | |
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vignettes
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vignettes/rpms_refs.bib
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vignettes/rpms_2017_02_03.Rnw
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MD5
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build
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build/vignette.rds
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DESCRIPTION
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man
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| man/predict.rpms.Rd | |
| man/print.rpms.Rd | |
| man/Wtest.Rd | |
| man/in_node.Rd | |
| man/rpms-package.Rd | |
| man/split.Rd | |
| man/survLm.Rd | |
| man/ttest.Rd | |
| man/end_nodes.Rd | |
| man/var_select.Rd | |
| man/node_plot.Rd | |
| man/qtree.Rd | |
| man/CE.Rd | |
| man/domain_est.Rd | |
| man/survLm_model.Rd | |
| man/rpms.Rd | |
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