Mathematical Statistics: Statistical Inference Theory

<p>Gives the underlying theory of statistics.</p><p>Factorization Theorem, exponential families, Rao-Blackwell's theorem, ancillary estimators, Cramér Rao's inequality, Neyman-Pearson's Lemma, permutation tests, interrelations between hypothesis testing and confidence intervals, asymptotic methods, maximum likelihood estimators, standard errors, marginal, conditional and penalized likelihood, likelihood ratio, Wald scores method,<br /> Bayesian inference, sequential tests, inference for finite populations</p><p>https://www.maths.lu.se/english/education/all-courses/courses-faculty-of-science/</p>