Model # of Variance Parameters Log Residual Likelihood
rep 2 -1235.2
rep + AR1xAR1 4 -1103.2
rep + lcol + spl(lcol) + AR1xAR1 5 -1092.2
rep + lcol + spl(lcol) + col + AR1xAR1 6 -1075.7
rep + lcol + spl(lcol) + col + colcode + AR1xAR1 6 -1058.8
rep + lcol + spl(lcol) + col + colcode + row + AR1xAR1 7 -1053.6
rep + lcol + spl(lcol) + col + colcode + row + rowcode + AR1xAR1 7 -1047.6
rep + lcol + spl(lcol) + col + colcode + row + rowcode + units + AR1xAR1 8 -1041.5