Past exam of the mathematical and Computational Biology course of the University of Cambridge / 2024 / Paper 1 / A1 / c

For the independent and identically distributed observations, multiply the probability density functions. On the admissible parameter range $\theta >-1$, the likelihood function and log-likelihood areThese expressions presume that every observation lies strictly between zero and one; an observation outside that support would give zero likelihood under this model.