This study examines the effects of different combinations and qualitie
s of selected site characteristics on the value of agricultural land i
n six substate regions in Washington State. The analysis follows the g
eneral hedonic regression form, but incorporates nonnegativity constra
ints on the models. This, coupled with an adaptation of Bierens's cond
itional moment test, yields consistent results showing (a) land value
is a function of site characteristics, (b) land markets in Washington
State are highly regional, (c) parsimonious empirical models can provi
de adequate representations of expected land values, and (d) nonnegati
ve truncation is a valuable procedure in hedonic models.