Package: CDatanet 2.2.3

Aristide Houndetoungan

CDatanet: Econometrics of Network Data

Simulating and estimating peer effect models and network formation models. The class of peer effect models includes linear-in-means models (Lee, 2004; <doi:10.1111/j.1468-0262.2004.00558.x>), Tobit models (Xu and Lee, 2015; <doi:10.1016/j.jeconom.2015.05.004>), and discrete numerical data models (Houndetoungan, 2025; <doi:10.48550/arXiv.2405.17290>). The network formation models include pair-wise regressions with degree heterogeneity (Graham, 2017; <doi:10.3982/ECTA12679>) and exponential random graph models (Mele, 2017; <doi:10.3982/ECTA10400>).

Authors:Aristide Houndetoungan [cre, aut]

CDatanet_2.2.3.tar.gz
CDatanet_2.2.3.zip(r-4.7)CDatanet_2.2.3.zip(r-4.6)CDatanet_2.2.3.zip(r-4.5)
CDatanet_2.2.3.tgz(r-4.6-x86_64)CDatanet_2.2.3.tgz(r-4.6-arm64)CDatanet_2.2.3.tgz(r-4.5-x86_64)CDatanet_2.2.3.tgz(r-4.5-arm64)
CDatanet_2.2.3.tar.gz(r-4.7-arm64)CDatanet_2.2.3.tar.gz(r-4.7-x86_64)CDatanet_2.2.3.tar.gz(r-4.6-arm64)CDatanet_2.2.3.tar.gz(r-4.6-x86_64)
CDatanet_2.2.3.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
card.svg |card.png
CDatanet/json (API)
NEWS

# Install 'CDatanet' in R:

install.packages('CDatanet', repos = c('https://ahoundetoungan.r-universe.dev', 'https://cloud.r-project.org'))

Bug tracker:https://github.com/ahoundetoungan/cdatanet/issues

Uses libs:

openblas– Optimized BLAS
c++– GNU Standard C++ Library v3
openmp– GCC OpenMP (GOMP) support library

On CRAN:

openblas cpp openmp

3.20 score 2 stars 16 scripts 291 downloads 17 exports 19 dependencies

Last updated from:d04bc895e0. Checks:13 OK. Indexed: yes.

Target	Result	Time
linux-devel-arm64	OK	270
linux-devel-x86_64	OK	261
source / vignettes	OK	265
linux-release-arm64	OK	283
linux-release-x86_64	OK	261
macos-release-arm64	OK	207
macos-release-x86_64	OK	365
macos-oldrel-arm64	OK	178
macos-oldrel-x86_64	OK	384
windows-devel	OK	301
windows-release	OK	318
windows-oldrel	OK	287
wasm-release	OK	189

Exports:cdnet homophili.data homophily.fe homophily.re mat.to.vec meffects norm.network peer.avg remove.ids sar sart simcdEy simcdnet simnetwork simsar simsart vec.to.mat

Dependencies:codetools digest doParallel doRNG foreach Formula formula.tools iterators lattice Matrix matrixcalc operator.tools Rcpp RcppArmadillo RcppDist RcppEigen RcppNumerical RcppProgress rngtools

Citation

Development and contributors

Readme and manuals

Help Manual

Help page	Topics
The CDatanet Package	CDatanet-package CDatanet
Estimating Count Data Models with Social Interactions under Rational Expectations Using the NPL Method	cdnet
Converting Data between Directed Network Models and Symmetric Network Models.	homophili.data
Estimating Network Formation Models with Degree Heterogeneity: the Fixed Effect Approach	homophily.fe
Estimating Network Formation Models with Degree Heterogeneity: the Bayesian Random Effect Approach	homophily.re
Marginal Effects for Count Data Models and Tobit Models with Social Interactions	meffects meffects.cdnet meffects.sart meffects.summary.cdnet meffects.summary.sart
Creating Objects for Network Models	mat.to.vec norm.network vec.to.mat
Computing Peer Averages	peer.avg
Printing the Average Expected Outcomes for Count Data Models with Social Interactions	print.simcdEy print.summary.simcdEy summary.simcdEy
Removing Identifiers with NA from Adjacency Matrices Optimally	remove.ids
Estimating Linear-in-mean Models with Social Interactions	sar
Estimating Tobit Models with Social Interactions	sart
Counterfactual Analyses with Count Data Models and Social Interactions	simcdEy
Simulating Count Data Models with Social Interactions Under Rational Expectations	simcdnet
Simulating Network Data	simnetwork
Simulating Data from Linear-in-Mean Models with Social Interactions	simsar
Simulating Data from Tobit Models with Social Interactions	simsart
Summary for the Estimation of Count Data Models with Social Interactions under Rational Expectations	print.cdnet print.summary.cdnet summary.cdnet
Summary for the Estimation of Linear-in-mean Models with Social Interactions	print.sar print.summary.sar summary.sar
Summary for the Estimation of Tobit Models with Social Interactions	print.sart print.summary.sart summary.sart