Introduction -- Abstract geometrical and mechanical representations -- Mechanical models for multidimensional medians -- Method of least squared deviations -- Method of least absolute deviation -- Minimax absolute deviation method -- Method of least median of squared deviations -- Mechanical models for metric graphs -- Categorical data analysis -- Method of averages and curve fitting by splines -- Multivariate generalisations of the method of least squares