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Hypothesis testing in b-spline regression

 

作者: Patricia L. Smith,  

 

期刊: Communications in Statistics - Simulation and Computation  (Taylor Available online 1982)
卷期: Volume 11, issue 2  

页码: 143-157

 

ISSN:0361-0918

 

年代: 1982

 

DOI:10.1080/03610918208812251

 

出版商: Marcel Dekker, Inc.

 

关键词: splines;regression;hypothesis testing

 

数据来源: Taylor

 

摘要:

Linea0r combinations of B-spline coefficients which provide statistically meaningful hypothesis tests are identified. These tests include the importance of breakpoints, continuity constraints, and higher order terms.The important linear combinations turn out to be contrasts whose coefficients are determined by differencing the left- and right-hand limits of the B-splines or their derivatives at certain knots. A FORTRAN program for testing single degree of freedom hypotheses is discussed.

 

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