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The distributions of these parameters were then examined and transformations of parameters included in the reparameterised forms of each growth function as appropriate.
For instance, in logistic regression, models are placed on probabilities by assuming that the probability parameters arise from transformations of parameters on the log-odds scale (McCullagh & Nelder, 1989).
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Section 4 describes the synthesis rules, i.e., the transformation of parameters issued by the chironomic interface into synthesizer parameters.
Multiple linear regression analyses were performed with log-transformation of parameters when needed, to obtain normally distributed residuals.
Such back-transformation of parameters is straightforward in a sampling approach such as the one applied here.
Similar results were obtained when taking the 2000 to 20 000 closest simulated datasets and when using a log or log-tangent transformation of parameters as proposed in Estoup et al. (2004) and Hamilton et al. (2005) (options available in DIYABC).
To answer the second question, scenario 1 is chosen and posterior distributions of parameters are estimated taking the 20 000 (1%) closest simulated datasets, after applying a logit transformation of parameter values.
The log transformations lead to some more transformations of model parameters, e.g. α′ = exp in Eq. 11.
During development of the transformation protocol, transformation parameters were modified until paromomycin-resistant transformants were obtained (see below).
Actually, θ is a log-transformation of original parameters that have several advantages including a positivity constraint for original parameters.
Compared to the conventional RBF network training methods, this method can make the transformation of spectral parameters more effective and improve the quality of converted speech.
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