Likelihood of a spike trainDiscusses the likelihood of spike trains based on generative models and log-likelihood calculations from observed data.
Maximum Likelihood EstimationCovers Maximum Likelihood Estimation in statistical inference, discussing MLE properties, examples, and uniqueness in exponential families.
Maximum Likelihood EstimationIntroduces maximum likelihood estimation for statistical parameter estimation, covering bias, variance, and mean squared error.
