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Matt Taddy, Multinomial Inverse Regression for Text Analysis, Journal of the American Statistical Association, Vol. 108, No. 503 (September 2013), pp. 755-770 ...
Multinomial logistic regression models are popular in multicategory classification analysis, but existing models suffer several intrinsic drawbacks. In particular, the parameters cannot be determined ...
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