R. Hakkinen, Statistical evaluation of bud development theories: application to bud burst of Betula pendula leaves, TREE PHYSL, 19(9), 1999, pp. 613-618
Resampling methods were used to evaluate models based on alternative bud de
velopment theories applied to Betula pendula Roth data. Statistical testing
based on the bootstrap method showed that the mean square errors (MSE) of
the predicted bud-burst dates of two models, in which the start of ontogene
tic development depended on dormancy development only, did not differ signi
ficantly However, the MSE of the model in which the start of ontogenesis de
pended on a signal from light climate, indicated by using a fixed calendar
date, was significantly smaller than that of the models depending on dorman
cy development. Model parameters were highly multi-collinear; i.e., sensiti
ve to changes in the data. The cross-validation method was used to determin
e the prediction error of the models. The predictive ability of the models
was not much less for an independent data set than for the original data.