Estimation of Parameter-Dependent Network Centrality Measures
Overview
Provides methods for estimating parameter-dependent network centrality measures with linear-in-means models. Both non linear least squares and maximum likelihood estimators are implemented. The methods allow for both link and node heterogeneity in network effects, endogenous network formation and the presence of unconnected nodes. The routines also compare the explanatory power of parameter-dependent network centrality measures with those of standard measures of network centrality. Benefits and features of the 'econet' package are illustrated using data from Battaglini and Patacchini (2018) and Battaglini, Patacchini, and Leone Sciabolazza (2020). For additional details, see the vignette doi:10.18637/jss.v102.i08.
Install
Health
- OK13 OK2026-08-05
- NOTE12 OK, 1 NOTE2026-08-01
- OK13 OK2026-06-27
- WARNING12 OK, 1 WARNING2026-06-14
- OK13 OK2026-06-09
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- ERROR12 OK, 1 ERROR2026-06-08
- OK12 OK2026-04-25
- NOTE11 OK, 3 NOTE2026-03-10
Documentation
- Help pages
- 11
- Examples that run
- 75%3 run in a plain check · 1 only when donttest examples are enabled (R CMD check --as-cran)
- Exported functions with examples
- 100%
- Documented parameters
- 95%
- Return-value docs
- 100%
- Help pages citing references
- 82%
Downloads
Dependencies
Installing econet adds 36 packages (19 with compiled code, 16 MB of source tarballs). Heaviest: igraph 4.8 MB, Rcpp 1.8 MB, mvtnorm 1.0 MB.
Code & Tests
Datasets
People & History
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- RR 4.6.0 released · 2026-04-24
- RR 4.5.0 released · 2025-04-11
- 1.0.0.1Latest
- RR 4.4.0 released · 2024-04-24
- RR 4.3.0 released · 2023-04-21
- 1.0.02022-04-28 · diff ↗
- RR 4.2.0 released · 2022-04-22
- 0.1.942021-05-24 · diff ↗
- RR 4.1.0 released · 2021-05-18
- 0.1.932021-01-24 · diff ↗
- 0.1.922020-09-02 · diff ↗
- 0.1.912020-08-28 · diff ↗
- RR 4.0.0 released · 2020-04-24
- RR 3.6.0 released · 2019-04-26
- 0.1.812018-11-08 · diff ↗
- 0.1.72018-08-13 · diff ↗
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- 0.1.62018-07-05
- RR 3.5.0 released · 2018-04-23
Package metadata
- First published
- 2018-07-05
- Total releases
- 9 / 8 yrs
- License
- MIT + file LICENSE OSI
- Minimum R
- ≥ 3.5.0
- Bundled data
- 94 KB / 7 files
- Download size
- 789 KB
Cite
Cite this package
Run in R for the authors' entry:
citation("econet")The package provides a citation file, so citation() returns the authors' own entry.
It points to 10.18637/jss.v102.i08.
Cite the R Observatory
For a number measured here: a download total, a coverage figure, an archival date.
From data release v2026-10-23, which the citation names so these numbers can be found later. More on citing and the projects behind them.