An outline of generalized linear models; Models for continuous data with constant variance; Binary data; Models for polytomous data; Log-linear models; Conditional likelihoods; Models with constant coefficient of variation; Quasi-likelihood functions; Joint modelling of mean and…
The accuracy of a sample mean; Random samples and probabilities; The empirical distribution function and the plug-in principle; standard errors estimated standard errors; The bootstrap estimate of standard error; Bootstrap standard errors: some example; More complicated data str…
Mathematical concepts. Statistical concepts. The multidimensional normal distribution. Distributions of quadratic forms. Models. General linear model. Computing techniques. Applications of the general linear model. Sampling from the multivariate normal distribution. Multiple reg…
Mathematical concepts. Statistical concepts. The multidimensional normal distribution. Distribution of quadratic forms. Models. General Linear. Computing techniques. Applications of the general linear model. Sampling from the multivariate normal distribution. Multiple regression…