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readme.aireml [2012/05/29 13:31] shogoreadme.aireml [2012/05/29 13:40] shogo
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 ====== AIREMLF90 ====== ====== AIREMLF90 ======
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-A modification of REMLF90 for estimating variances with the Average-Information algorithm.+A modification of REMLF90 for estimating variances with the Average-Information algorithm. Initially written by Shogo Tsuruta in 03/99-07/99.
  
 ===== Summary ===== ===== Summary =====
-AIREMLF90 uses a second derivative REML algrithm with extra heuristics, as is described in Jensen et al. (1996-7). For most problems, it converges in far fewer rounds than EM REML as implemented in REMLF90. While typically REMLF90 takes 50-300 rounds to converge, AIREMLF90 converges in 5-15 rounds and to a higher accuracy. For selected problems, AI-REML fails to converge when the covariance matrix is close to non-positive definite. Adjust sensitivity of the program by setting the appropriate tolerance or setting good starting values. Initially written by Shogo Tsuruta, University of Georgia, 03/99-07/99+AIREMLF90 uses a second derivative REML algrithm with extra heuristics, as is described in Jensen et al. (1996-7). For most problems, it converges in far fewer rounds than EM REML as implemented in REMLF90. While typically REMLF90 takes 50-300 rounds to converge, AIREMLF90 converges in 5-15 rounds and to a higher accuracy. For selected problems, AI-REML fails to converge when the covariance matrix is close to non-positive definite. Adjust sensitivity of the program by setting the appropriate tolerance or setting good starting values.
  
 ===== Options ===== ===== Options =====
readme.aireml.txt · Last modified: 2024/03/25 18:22 by 127.0.0.1

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