MAXIMUM-LIKELIHOOD-ESTIMATION AND IDENTIFICATION DIRECTLY FROM SINGLE-CHANNEL RECORDINGS

被引:107
作者
FREDKIN, DR [1 ]
RICE, JA [1 ]
机构
[1] UNIV CALIF BERKELEY, DEPT STAT, BERKELEY, CA 94720 USA
关键词
D O I
10.1098/rspb.1992.0094
中图分类号
Q [生物科学];
学科分类号
07 ; 0710 ; 09 ;
摘要
We present a method for analysis of noisy sampled data from a single-channel patch clamp which bypasses restoration of an idealized quantal signal. We show that, even in the absence of a specific model, the conductance levels and mean dwell times within those levels can be estimated. Estimation of the rate constants of a hypothesized kinetic scheme is more difficult. We present examples in which the rate constants can be effectively estimated and examples in which they cannot.
引用
收藏
页码:125 / 132
页数:8
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