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L1-norm and L[infinity symbol]-norm estimation : an introduction to the least absolute residuals, the minimax absolute residual and related fitting procedures

저자: R W Farebrother
출판사: Berlin ; New York : Springer, ©2013.
시리즈: SpringerBriefs in statistics.
판/형식:   전자도서 : 문서 : 영어모든 판과 형식 보기
데이터베이스:WorldCat
요약:
This monograph is concerned with the fitting of linear relationships in the context of the linear statistical model. As alternatives to the familiar least squared residuals procedure, it investigates the relationships between the least absolute residuals, the minimax absolute residual and the least median of squared residuals procedures. It is intended for graduate students and research workers in statistics with  더 읽기…
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장르/형태: Electronic books
자료 유형: 문서, 인터넷 자료
문서 형식: 인터넷 자원, 컴퓨터 파일
모든 저자 / 참여자: R W Farebrother
ISBN: 9783642363009 3642363008
OCLC 번호: 839442346
설명: 1 online resource (vi, 58 pages)
내용: Introduction --
Point Fitting Problems in One and Two Dimensions --
The Hyperplane Fitting Problem in Two or More Dimensions --
Linear Programming Computations --
Statistical Theory --
The Least Median of Squared Residuals Procedure --
Mechanical Representations.
일련 제목: SpringerBriefs in statistics.
책임: Richard William Farebrother.
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초록:

This monograph is concerned with the fitting of linear relationships in the context of the linear statistical model. As alternatives to the familiar least squared residuals procedure, it investigates the relationships between the least absolute residuals, the minimax absolute residual and the least median of squared residuals procedures. It is intended for graduate students and research workers in statistics with some command of matrix analysis and linear programming techniques.

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