Professor of Statistics at Stockholm University
Normal approximation of the sampling distribution for a proportionConfidence interval for a proportionLaw of Large NumbersCentral limit theoremHow the mean and median are affected by extreme observationsMaximum likelihood - Poisson regressionDistribution of the maximum - a tale of tailsMaximum likelihood - Bernoulli dataConfidence interval for a meanHypothesis test for a mean - Type I and II errorsHypothesis test for a mean in a normal populationHistogram - the choice of binsMaximum likelihood for iid Poisson dataCoverage of interval estimates for a proportionSampling distribution and likelihood function - Normal modelSampling distribution and likelihood function - Bernoulli modelCoverage of confidence intervals for a proportion - Wald vs WilsonChebyshev's inequality
Approximating the Binomial distribution