snowboot: Bootstrap Methods for Network Inference

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Functions for analysis of network objects, which are imported or simulated by the package. The non-parametric methods of analysis center around snowball and bootstrap sampling.

Author
Leticia Ramirez-Ramirez, Kusha Nezafati, Yuzhou Chen, Vyacheslav Lyubchich, Yulia Gel
Date of publication
2016-12-08 21:30:35
Maintainer
Kusha Nezafati <kusha.nezafati@gmail.com>
License
GPL-3
Version
0.5.2

View on CRAN

Man pages

artificial_networks
200 Simulated Networks of order 2000 with Polylogarithmic...
bootCI
Build Bootstrap Confidence Intervals for p^_k
bootdeg
Bootstrapping Empirical Degree Distribution
BparametersEst
Summary of the Bootstrap Degree Distribution
cross_validation_mean
A function that uses cross-validation to select seed-wave...
igraph_to_network
Create a "Network" Object from an igraph Object
local.network.MR.new5
Construct Artificial Networks
LSMI
Snowball sampling with multiple inclusion.
Oempdegreedistrib
Obtaining an Empirical Network Degree Distribution from...
sample_about_one_seed
Snowball Sampling with Multiple Inclusion Around a Single...
summary_net
Summary of a Network Degree Sequence
Union_LSMI
Snowball sampling with multiple inclusion.
vertboot
Bootstrapping a network with vertex bootstrap

Files in this package

snowboot
snowboot/src
snowboot/src/vertboot_matrix_rcpp.cpp
snowboot/src/RcppExports.cpp
snowboot/NAMESPACE
snowboot/data
snowboot/data/artificial_networks.rda
snowboot/data/datalist
snowboot/R
snowboot/R/vertboot.R
snowboot/R/bootstrap.R
snowboot/R/Oempdegreedistrib.R
snowboot/R/LSMI.R
snowboot/R/OparametersEst.R
snowboot/R/sample_about_one_seed.R
snowboot/R/bootmeans_from_bootdegdistrib.R
snowboot/R/networkConstruction.R
snowboot/R/bootCI.R
snowboot/R/snowboot.R
snowboot/R/Oempdegreedistrib0.R
snowboot/R/distribvals.R
snowboot/R/UNION_LSMI.R
snowboot/R/data.R
snowboot/R/summary_net.R
snowboot/R/utility.R
snowboot/R/igraph_to_network.R
snowboot/R/local.network.MR.new5.R
snowboot/R/cross_validation_mean.R
snowboot/R/BparametersEst.R
snowboot/R/RcppExports.R
snowboot/R/bootdegK.R
snowboot/R/myBsample.R
snowboot/R/bootdeg.R
snowboot/R/bootdeg0.R
snowboot/R/distribvalsmat.R
snowboot/R/OempdegreedistribK.R
snowboot/R/cempdpercentile.R
snowboot/README.md
snowboot/MD5
snowboot/DESCRIPTION
snowboot/man
snowboot/man/igraph_to_network.Rd
snowboot/man/artificial_networks.Rd
snowboot/man/sample_about_one_seed.Rd
snowboot/man/BparametersEst.Rd
snowboot/man/summary_net.Rd
snowboot/man/Oempdegreedistrib.Rd
snowboot/man/LSMI.Rd
snowboot/man/cross_validation_mean.Rd
snowboot/man/Union_LSMI.Rd
snowboot/man/bootdeg.Rd
snowboot/man/vertboot.Rd
snowboot/man/local.network.MR.new5.Rd
snowboot/man/bootCI.Rd