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Historical development of generalised linear models
Historical development of generalised linear models

Historical development of generalised linear models

In the early 1970s, statisticians had difficulty in analysing data where the random variation of the errors did not come from the bell-shaped normal distribution. Besides normality, these traditional regression models assumed linearity, independence and homogeneity of variance of the errors. Heterogeneous data, skewed data or data, where the response