Fit an SNR detection function

Fits a detection function relating probability of detection to SNR.

Supported model types are:

• glm

• gam

• scam

• vglm (capture-recapture)

Fits a detection function relating probability of detection to SNR.

Supported model types are:

• glm

• gam

• scam

• vglm (capture-recapture)

Usage

fitDetFun(
  SNRinfo,
  modelType = c("gam", "glm", "scam", "vglm"),
  numKnots = 3,
  yColNames = c("detect_observer1", "detect_observer2"),
  whichObserver = NULL
)

Arguments

SNRinfo

data.frame containing SNR and detection information.

modelType

character.

numKnots

spline basis dimension for GAM/SCAM.

yColNames

observer columns for capture-recapture models.

whichObserver

observer used for prediction.