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dose_response

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dose_response

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13 Jan 2004 (Updated )

Function to fit a dose-response data to a 4 parameter dose-response curve.

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Description

% Requirements: nlinfit function in the Statistics Toolbox
% and accompanying m.files: init_coeffs.m and sigmoid.m
% Inputs: 1. a 1 dimensional array of drug concentrations
% 2. the corresponding m x n array of responses
% Algorithm: generate a set of initial coefficients including the Hill
% coefficient
% fit the data to the 4 parameter dose-response curve using
% nonlinear least squares
% Output: a matrix of the 4 parameters
% results[m,1]=min
% results[m,2]=max
% results[m,3]=ec50
% results[m,4]=Hill coefficient
%
% Copyright 2004 Carlos Evangelista
% send comments to CCEvangelista@aol.com
% Version 1.0 01/07/2004

Acknowledgements

This file inspired Dose Response.

Required Products Statistics and Machine Learning Toolbox
MATLAB release MATLAB 6.5 (R13)
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Comments and Ratings (3)
31 Dec 2012 Pearl

Pearl (view profile)

 
11 Jun 2005 Madhu Natarajan

Simple, easy, useful.

27 Jun 2004 a user

Without examples it is too much work to figure out how to use these functions. Please provide some examples.

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