Dynamic Effects from Single-Equation Time Series Models (with Interactions)
Overview
Autoregressive distributed lag (A[R]DL) models (and their reparameterized equivalent, the Generalized Error-Correction Model [GECM]) are the workhorse dynamic linear models in uncovering dynamic inferences. ADL models are simple to estimate; this is what makes them attractive. Once these models are estimated, what is less clear is how to uncover a rich set of dynamic inferences from these models. We provide tools for recovering those inferences. These tools apply to traditional time-series quantities of interest and are built from the Impulse Response Function and Step Response Function (sometimes described as a pulse effect or a cumulative effect). They also allow for a variety of shock histories to be applied to the independent variable (beyond just a one-time, one-unit increase) as well as the recovery of inferences in levels for shocks applied to (in)dependent variables in differences through the Generalized Dynamic Response Function. These tools are also available for the general conditional dynamic model advocated by Warner, Vande Kamp, and Jordan (2026 doi:10.1017/psrm.2026.10087).
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Health
- OK13 OK2026-08-04
- NOTE12 OK, 1 NOTE2026-08-01
- OK13 OK2026-06-09
- ERROR12 OK, 1 ERROR2026-06-08
- OK14 OK2026-03-10
Documentation
- Help pages
- 22 (10 internal)
- Examples that run
- 100%10 run in a plain check
- Exported functions with examples
- 100%
- Documented parameters
- 100%
- Return-value docs
- 100%
- Help pages citing references
- 0%
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Checks run against github.com/sorenjordan/tseffects on 2026-10-11.
GitHub Pages site last deployed 2026-07-15 · The repository has a site deploy workflow
pkgdown site last built 2026-07-15, before release 0.4.1 (2026-10-02)
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- 0.4.1Latest
- 0.3.12026-07-15 · diff ↗ ·
removed 2 exports
GDTE.adl.plot, GDTE.gecm.plotadded 3 exports
adl.plot, gecm.plot, yhat.calculator - RR 4.6.0 released · 2026-04-24
- 0.2.12026-02-05 · diff ↗ ·
removed 2 exports
GDTE.calculator, pte.calculatoradded 6 exports
GDRF.adl.plot, GDRF.gecm.plot, gecm.to.adl, general.calculator, interact.adl.plot, pulse.calculator - 0.1.42025-10-09
- RR 4.5.0 released · 2025-04-11
Package metadata
- First published
- 2025-10-09
- Total releases
- 4 / 1 yrs
- License
- GPL (>= 2) OSI
- Minimum R
- ≥ 3.5.0
- Bundled data
- 12 KB / 2 files
- Download size
- 589 KB
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