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List of Figures5.1 Variogram in 4 sectors for Cashmore data . . . . . . . . . . . . . . . 7913.1 Residual versus Fitted values . . . . . . . . . . . . . . . . . . . . . . 19513.2 Variogram of residuals . . . . . . . . . . . . . . . . . . . . . . . . . 20413.3 Plot of residuals in field plan order . . . . . . . . . . . . . . . . . . 20513.4 Plot of the marginal means of the residuals . . . . . . . . . . . . . . 20613.5 Histogram of residuals . . . . . . . . . . . . . . . . . . . . . . . . . 20615.1 Residual plot for the rat data . . . . . . . . . . . . . . . . . . . . . 24915.2 Residual plot for the voltage data . . . . . . . . . . . . . . . . . . . 25215.3 Trellis plot of the height for each of 14 plants . . . . . . . . . . . . 25315.4 Residual plots for the EXP variance model for the plant data . . . . . 25615.5 Sample variogram of the residuals from the AR1×AR1 model for theSlate Hall data . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 26415.6 Sample variogram of the residuals from the AR1×AR1 model for theTullibigeal data . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 27015.7 Sample variogram of the residuals from the AR1×AR1 + pol(column,-1)model for the Tullibigeal data . . . . . . . . . . . . . . . . . . . . . 270xviii