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The chosen candidate density for [kappa] follows from a second-order Taylor series expansion of the log-likelihood function l = ln L around the value of [kappa] that maximises the log-likelihood function. Using a Tobit regression approach (Gilbert 1987; Persson and Rootzen 1977; Tobin 1958), the log-likelihood function has the form Poisson, geometric), were fitted to these data by maximizing the log-likelihood function for the probability and frequency of individual transmission events aggregated across the datasets. |
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