Zhimeng Sun, Hansheng Wang, NETWORK IMPUTATION FOR A SPATIAL AUTOREGRESSION MODEL WITH INCOMPLETE DATA, Statistica Sinica, Vol. 30, No. 3 (2020), pp. 1419-1436 ...
Multiple imputation is a popular method for addressing data that are presumed to be missing at random. To obtain accurate results, one's imputation model must be congenial to (appropriate for) one's ...
In finance, data is often incomplete because the data is unavailable, inapplicable or unreported. Unfortunately, many classical data analysis techniques — for instance, linear regression — cannot ...
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