caa a22 4500 475826736 CHVBK 20180406123830.0 cr unu---uuuuu 170329e20000901xx s 000 0 eng 10.1023/A:1004129706000 doi (NATIONALLICENCE)springer-10.1023/A:1004129706000 Discriminant Analysis When a Block of Observations is Missing [Elektronische Daten] [Hie-Choon Chung, Chien-Pai Han] We consider the problem of classifying a p× 1 observation into one of two multivariate normal populations when the training samples contain a block of missing observations. A new classification procedure is proposed which is a linear combination of two discriminant functions, one based on the complete samples and the other on the incomplete samples. The new discriminant function is easy to use. We consider the estimation of error rate of the linear combination classification procedure by using the leave-one-out estimation and bootstrap estimation. A Monte Carlo study is conducted to evaluate the error rate and the estimation of it. A numerical example is given tof illustrate its use. The Institute of Statistical Mathematics, 2000 Block of missing observations nationallicence linear combination of two discriminant functions nationallicence linear combination classification nationallicence leave-one-out estimate nationallicence bootstrap estimate nationallicence Monte Carlo study nationallicence Chung Hie-Choon Department of Industrial and Information Engineering, Kwangju University, 503-703, Kwangju, South Korea aut Han Chien-Pai Department of Mathematics, University of Texas at Arlington, Tx76019, Arlington, U.S.A. aut Annals of the Institute of Statistical Mathematics Kluwer Academic Publishers 52/3(2000-09-01), 544-556 0020-3157 52:3<544 2000 52 10463 https://doi.org/10.1023/A:1004129706000 text/html Onlinezugriff via DOI 1 research-article jats NATIONALLICENCE 856 40 https://doi.org/10.1023/A:1004129706000 text/html Onlinezugriff via DOI NATIONALLICENCE 700 1- Chung Hie-Choon Department of Industrial and Information Engineering, Kwangju University, 503-703, Kwangju, South Korea aut NATIONALLICENCE 700 1- Han Chien-Pai Department of Mathematics, University of Texas at Arlington, Tx76019, Arlington, U.S.A aut NATIONALLICENCE 773 0- Annals of the Institute of Statistical Mathematics Kluwer Academic Publishers 52/3(2000-09-01), 544-556 0020-3157 52:3<544 2000 52 10463 Metadata rights reserved Springer special CC-BY-NC licence nationallicence BK010053 XK010053 XK010000 NATIONALLICENCE NATIONALLICENCE NL-springer