An Analysis of Bicycle Route Choice Preferences in Texas, U. S

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is another

-column vector with its m^th element representing unobserved factors specific to individual q and her/his trip environment that moderate the influence of the corresponding m^th element of the vector

. A natural assumption is to consider the elements of the

vector to be independent realizations from a normal population distribution;

represents a choice-occasion specific idiosyncratic random error term assumed to be identically and independently standard Gumbel distributed.

is assumed to be independent of

. In the current context, we do not have any alternative specific variables since the route alternatives are “unlabeled” and characterized by route attributes.

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