To use the parameter λ that maximizes the probability function for the Poisson population , we can find the logarithm of the likelihood function . To use the λ parameter that maximizes the probability function for the Poisson population , we can find the logarithm of the probability function . To find the λ parameter that maximizes the probability function for the Poisson population , we can use the log of the probability function :