Handles lag effects

OptionDescription
YesExplicit support for lagged terms.
PossibleOptions to handle lag effects can be set up by users.
NoTotally ignores temporal lags.

Definition

Whether the method can explicitly incorporate lagged influences of exposures on responses.

Explanation

Lag structures are critical in time‐series or ecological processes where effects manifest after delays. Some methods natively include lags; others ignore them.

Tools/rationale for helping assessment

  1. Based on the system’s known ecology and envisioned study plan, decide if effects are only tested to be immediate or can also be delayed (and by how much / which time step).
  2. If you want to allow and test for lag effects, mark Yes; if you suspect some lag and plan as an option to study them, but it is not central to the study, Possible; if you only want to test for immediate effects, No.

Example

You know tree‐mortality follows drought with a ~1‐year delay and it is the focus of your study → Yes. If you only suspect a lag but it isn’t your priority to test it, Possible. If you study instantaneous spectral changes only (e.g. chlorophyll), No.