panelAR
0.1Estimation of Linear AR(1) Panel Data Models with Cross-Sectional Heteroskedasticity and/or Correlation
Overview
The package estimates linear models on panel data structures in the presence of AR(1)-type autocorrelation as well as panel heteroskedasticity and/or contemporaneous correlation. First, AR(1)-type autocorrelation is addressed via a two-step Prais-Winsten feasible generalized least squares (FGLS) procedure, where the autocorrelation coefficients may be panel-specific. A number of common estimators for the autocorrelation coefficient are supported. In case of panel heteroskedasticty, one can choose to use a sandwich-type robust standard error estimator with OLS or a panel weighted least squares estimator after the two-step Prais-Winsten estimator. Alternatively, if panels are both heteroskedastic and contemporaneously correlated, the package supports panel-corrected standard errors (PCSEs) as well as the Parks-Kmenta FGLS estimator.
Install
Health
CRAN check results are not tracked yet.
Documentation
- Examples that run
- 100%
- Documented parameters
- 93%
- Return-value docs
- 100%
- References docs
- 10%
Downloads
Dependencies
Nothing depends on this yet.
Code & Tests
- Cyclomatic complexity
- 2.0 median / 31 max
Test coverage
Line coverage
–
Expression
–
Tests / Examples
–
Functions
15 2 exported
Complexity
4.9 avg / 31 max
Call network
15 nodes / 6 edges
Test coverage has not been measured for this package yet; nodes fall back to a neutral fill.
Call graph
Open call graph →Lowest coverage
Per-function coverage is not measured for this package yet.
Datasets
| Name | Class | Rows × Cols | Also ships in |
|---|---|---|---|
| BrooksKurtz | data.frame | 403 × 25 | – |
| LupPon | data.frame | 858 × 14 | – |
| Rehm | data.frame | 75 × 11 | – |
| WhittenWilliams | data.frame | 1,058 × 24 | – |
People & History
1 release. R releases are shown for context.
- RR 4.2.0 released · 2022-04-22
- archivedRemoved from CRAN2021-11-01email to the maintainer was returned
- RR 4.1.0 released · 2021-05-18
- RR 4.0.0 released · 2020-04-24
- RR 3.6.0 released · 2019-04-26
- RR 3.5.0 released · 2018-04-23
- RR 3.4.0 released · 2017-04-21
- RR 3.3.0 released · 2016-05-03
- RR 3.2.0 released · 2015-04-16
- RR 3.1.0 released · 2014-04-10
- 0.12014-02-27
- RR 3.0.0 released · 2013-04-03
Package metadata
- Total releases
- 1
- License
- GPL (>= 2) OSI
- Minimum R
- ≥ 2.15.0
- Bundled data
- 74 KB / 4 files
- Download size
- not tracked yet
- Installed size
- not tracked yet
- With dependencies
- not tracked yet