Professor of Statistics at Stockholm University
The exponential functionThe logarithm functionThe derivativeFunction optimizationA function and its derivativesThe Taylor approximationBernoulli distributionBinomial distributionPoisson distributionGeometric distributionNegative binomial distributionUniform distributionTriangular distributionNormal (Gaussian) distributionExponential distributionGamma distributionChi2-distributionBeta distributionStudent-t distribution (three-parameter)Chebyshev's inequalityMaximum likelihood - Poisson regressionCentral limit theoremLaw of Large NumbersSecond derivative measures the curvature of a functionConfidence interval for a meanSampling distribution and likelihood function - Bernoulli modelMaximum likelihood - Bernoulli dataMaximum likelihood for iid Poisson dataMultivariate normal distributionLikelihood and Information
The Riemann integral