We present an integrated summary from statistical and pharmacological persp
ectives of pharmacokinetic/pharmacodynamic (PK/PD) modelling and its use in
drug development and regulation for guiding appropriate dosing. An overvie
w of the technical aspects of PK/PD modelling describes how structural mode
ls are constructed and refined using pharmacokinetic and pharmacodynamic pr
inciples and how random effects models are used to account for individual d
ifferences in desired (and undesired) responses due to patient characterist
ics. Lastly, we describe applications of PK/PD modelling for the purposes o
f drug labelling, for resolving a safety concern, and for improving therape
utic monitoring of anaesthetic depth during surgery.