Nonparametric mixed logit estimated from market shares via inverse optimization reaches 81.78% out-of-sample accuracy on 120740 NY travel markets, outperforming MNL/NL/IPDL/BLP while running faster than BLP.
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Nonparametric mixed logit model with market-level parameters estimated from market share data
Nonparametric mixed logit estimated from market shares via inverse optimization reaches 81.78% out-of-sample accuracy on 120740 NY travel markets, outperforming MNL/NL/IPDL/BLP while running faster than BLP.