Statistical methods for model discrimination. Applications to gating kinetics and permeation of the acetylcholine receptor channel.

Abstract:

:Methods are described for discrimination of models of the gating kinetics and permeation of single ionic channels. Both maximum likelihood and regression procedures are discussed. In simple situations, where models are nested, standard hypothesis tests can be used. More commonly, however, non-nested models are of interest, and several procedures are described for model discrimination in these cases, including Monte Carlo methods, which allow the comparison of models at significance levels of choice. As an illustration, the methods are applied to single-channel data from acetylcholine receptor channels.

journal_name

Biophys J

journal_title

Biophysical journal

authors

Horn R

doi

10.1016/S0006-3495(87)83331-3

subject

Has Abstract

pub_date

1987-02-01 00:00:00

pages

255-63

issue

2

eissn

0006-3495

issn

1542-0086

pii

S0006-3495(87)83331-3

journal_volume

51

pub_type

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