pdynmc
0.9.12Moment Condition Based Estimation of Linear Dynamic Panel Data Models
Overview
Linear dynamic panel data modeling based on linear and nonlinear moment conditions as proposed by Holtz-Eakin, Newey, and Rosen (1988) doi:10.2307/1913103, Ahn and Schmidt (1995) doi:10.1016/0304-4076(94)01641-C, and Arellano and Bover (1995) doi:10.1016/0304-4076(94)01642-D. Estimation of the model parameters relies on the Generalized Method of Moments (GMM) and instrumental variables (IV) estimation, numerical optimization (when nonlinear moment conditions are employed) and the computation of closed form solutions (when estimation is based on linear moment conditions). One-step, two-step and iterated estimation is available. For inference and specification testing, Windmeijer (2005) doi:10.1016/j.jeconom.2004.02.005 and doubly corrected standard errors (Hwang, Kang, Lee, 2021 doi:10.1016/j.jeconom.2020.09.010) are available. Additionally, serial correlation tests, tests for overidentification, and Wald tests are provided. Functions for visualizing panel data structures and modeling results obtained from GMM estimation are also available. The plot methods include functions to plot unbalanced panel structure, coefficient ranges and coefficient paths across GMM iterations (the latter is implemented according to the plot shown in Hansen and Lee, 2021 doi:10.3982/ECTA16274). For a more detailed description of the GMM-based functionality, please see Fritsch, Pua, Schnurbus (2021) doi:10.32614/RJ-2021-035. For more details on the IV-based estimation routines, see Fritsch, Pua, and Schnurbus (WP, 2024) and Han and Phillips (2010) doi:10.1017/S026646660909063X.
Install
Health
- NOTE r-devel-linux-x86_64-debian-gcc
- NOTE2026-08-0112 OK · 1 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE
- OK2026-03-1014 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE
Documentation
- Examples that run
- 94%
- Documented parameters
- 98%
- Return-value docs
- 100%
- References docs
- 30%
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Dependencies
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Code & Tests
Datasets
People & History
14 releases. Pick two to compare their code metrics. R releases are shown for context.
- RR 4.6.0 released · 2026-04-24
- RR 4.5.0 released · 2025-04-11
- 0.9.12Latest
- 0.9.112024-07-12 · diff ↗
- RR 4.4.0 released · 2024-04-24
- 0.9.102023-11-24 · diff ↗
- 0.9.92023-06-06 · diff ↗
- RR 4.3.0 released · 2023-04-21
- 0.9.82022-08-30 · diff ↗
- RR 4.2.0 released · 2022-04-22
- 0.9.72022-03-24 · diff ↗
- 0.9.62021-10-14 · diff ↗
- 0.9.52021-08-13 · diff ↗
- 0.9.42021-06-14 · diff ↗
- RR 4.1.0 released · 2021-05-18
- 0.9.32020-12-05 · diff ↗
Package metadata
- First published
- 2020-02-01
- Total releases
- 14 / 6 yrs
- License
- GPL (>= 2) OSI
- Minimum R
- ≥ 3.6.0
- Bundled data
- 37 KB / 2 files
- Download size
- 955 KB
- Installed size
- not tracked yet
- With dependencies
- not tracked yet