Ms. Ridout et Dc. Harris, ESTIMATING THE CONCENTRATION OF PROPAGULES OF A PLANT PATHOGEN FROM SOIL DILUTION PLATE COUNTS WHEN THE RESPONSE IS NONLINEAR, Applied Statistics, 46(1), 1997, pp. 111-121
The estimation of micro-organism concentrations from dilution prate da
ta is discussed for situations where expected counts are not proportio
nal to the amount of sample per plate. Aspects of design and analysis
are investigated in relation to an alternative non-linear model in whi
ch the concentration is given by the slope at the origin. This exponen
tial model generally provides a good fit to available experimental dat
a. Simulations show that estimators based on the model perform well wh
en the response is non-linear and remain reasonably efficient when the
response is linear.