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Os02g0799100

blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II

Description : Hypothetical protein.


log2(Expression) ~ Norm(μ, σ2)

μ = α + β1D + β2C + β3E + β4D*C + β5D*E + γ1N8

par. value (S.E.)
α : 6.29 (0.0243) R2 : 0.502
β1 : -1.59 (0.0892) R2dD : 0.359 R2D : 0.37
β2 : 0.688 (0.0627) R2dC : 0.132 R2C : 0.141
β3 : -- (--) R2dE : -- R2E : --
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : 0.0118 (0.052) R2dN8 : 7.5e-05 R2N8 : 0.00144
σ : 0.458
deviance : 95.63
__
_____
C
peak time of C : 16.5
E
wheather : --
threshold : --
memory length : --
response mode : --
dose dependency : --
G
type of G : --
peak or start time of G : --
open length of G : --

__

Dependence on each variable

Residual plot

Process of the parameter reduction
(fixed parameters. wheather = atmosphere, response mode = > th, dose dependency = dose dependent, type of G = no)

deviance σ α β1 β2 β3 β4 β5 γ1 peak time of C threshold memory length peak or start time of G open length of G
80.43 0.421 6.23 -1.18 0.68 -0.331 -0.141 -2.41 0.0963 16.5 1015 5821 -- --
94.04 0.452 6.31 -1.72 0.686 -0.254 -0.0854 -- -0.0473 16.7 1013 24960 -- --
80.43 0.418 6.24 -1.18 0.678 -0.245 -- -2.18 0.0873 16.5 1014 5805 -- --
93.98 0.452 6.3 -1.71 0.692 -0.262 -- -- -0.0529 16.5 1013 24968 -- --
105.04 0.477 6.22 -1.16 -- -0.212 -- -2.23 0.0974 -- 1014 5858 -- --
95.47 0.458 6.29 -1.58 0.689 -- -0.25 -- 0.0131 16.5 -- -- -- --
95.63 0.458 6.29 -1.59 0.688 -- -- -- 0.0118 16.5 -- -- -- --
119.71 0.51 6.3 -1.73 -- -0.227 -- -- -0.0628 -- 1013 24982 -- --
120.56 0.511 6.2 -- 0.696 1.14 -- -- 0.384 16.6 1016 47520 -- --
120.9 0.514 6.28 -1.61 -- -- -- -- -0.00634 -- -- -- -- --
161.99 0.595 6.25 -- 0.718 -- -- -- 0.188 16.5 -- -- -- --
146.43 0.564 6.2 -- -- 1.17 -- -- 0.372 -- 1015 47520 -- --
189.56 0.643 6.24 -- -- -- -- -- 0.173 -- -- -- -- --

Results of the grid search

Summarized heatmap of deviance
Histogram

Local optima within top1000 grid-points

rank deviance wheather threshold memory length response mode dose dependency type of G peak or start time of G open length of G
1 81.06 humidity 70 14400 > th dose independent rect. 20 12
2 81.95 humidity 70 14400 < th dose dependent rect. 19 14
4 82.57 humidity 70 14400 < th dose independent rect. 20 13
5 82.59 humidity 70 14400 > th dose independent rect. 7 1
9 82.86 humidity 50 14400 < th dose dependent rect. 13 1
10 82.90 humidity 70 14400 < th dose independent rect. 8 1
11 82.96 humidity 50 14400 < th dose dependent rect. 16 23
12 82.98 humidity 50 14400 < th dose dependent rect. 9 6
29 83.03 humidity 50 14400 < th dose independent rect. 11 3
31 83.05 humidity 50 14400 < th dose dependent rect. 12 3
32 83.06 humidity 50 14400 < th dose dependent sin 7 NA
58 83.16 humidity 70 14400 > th dose independent rect. 24 9
94 83.25 wind 5 4320 > th dose dependent rect. 21 4
112 83.26 humidity 50 14400 < th dose dependent no NA NA
272 83.32 humidity 50 14400 > th dose independent rect. 18 20
296 83.36 humidity 50 14400 < th dose independent rect. 8 6
332 83.37 temperature 20 4320 < th dose dependent rect. 1 1
353 83.41 humidity 80 14400 < th dose dependent rect. 8 1
356 83.45 temperature 20 1440 > th dose dependent rect. 4 1
358 83.47 atmosphere 1015 14400 < th dose independent rect. 16 4
361 83.49 humidity 50 14400 > th dose independent sin 8 NA
366 83.54 wind 7 14400 < th dose independent rect. 24 2
371 83.56 humidity 50 14400 > th dose independent rect. 13 1
372 83.56 humidity 50 14400 > th dose independent rect. 8 6
373 83.56 humidity 50 14400 > th dose independent rect. 24 14
379 83.57 humidity 50 14400 > th dose independent rect. 2 12
385 83.58 humidity 60 14400 < th dose dependent rect. 18 16
391 83.61 humidity 50 14400 > th dose independent rect. 11 3
394 83.63 humidity 50 14400 > th dose independent rect. 18 17
399 83.67 humidity 50 14400 < th dose independent sin 8 NA
423 83.71 atmosphere 1015 14400 > th dose independent rect. 14 2
425 83.71 atmosphere 1015 14400 > th dose dependent rect. 13 4
428 83.75 atmosphere 1015 4320 < th dose independent rect. 10 10
448 83.76 temperature 10 4320 > th dose dependent rect. 1 1
463 83.81 atmosphere 1015 4320 > th dose independent rect. 10 10
518 83.91 atmosphere 1015 14400 > th dose dependent rect. 12 8
555 83.97 humidity 90 270 < th dose independent rect. 9 19
573 84.00 temperature 20 4320 > th dose independent rect. 22 1
598 84.01 wind 5 4320 > th dose independent rect. 20 6
642 84.08 wind 7 4320 < th dose independent rect. 21 4
677 84.11 wind 5 4320 < th dose independent rect. 20 6
678 84.11 atmosphere 1015 4320 > th dose independent rect. 13 7
681 84.11 temperature 20 270 > th dose independent rect. 3 20
683 84.11 atmosphere 1010 4320 > th dose dependent rect. 12 1
705 84.13 atmosphere 1015 4320 > th dose dependent rect. 10 11
760 84.19 humidity 50 14400 > th dose independent rect. 8 17
787 84.20 humidity 50 14400 > th dose independent no NA NA
791 84.20 humidity 50 14400 > th dose independent rect. 8 12
792 84.20 humidity 50 14400 > th dose independent rect. 8 15
799 84.20 humidity 50 14400 > th dose independent rect. 24 20
826 84.21 atmosphere 1015 14400 < th dose independent rect. 24 1
842 84.21 humidity 50 14400 > th dose independent rect. 3 17
865 84.21 humidity 50 14400 > th dose independent rect. 10 23
883 84.23 atmosphere 1015 4320 < th dose independent sin 21 NA
884 84.23 temperature 20 4320 < th dose independent rect. 22 1
898 84.23 atmosphere 1015 14400 > th dose dependent rect. 24 6
899 84.23 atmosphere 1015 14400 > th dose dependent rect. 23 8
903 84.24 atmosphere 1015 4320 > th dose independent sin 21 NA
909 84.25 atmosphere 1015 14400 < th dose independent rect. 2 2
910 84.25 atmosphere 1015 14400 < th dose independent rect. 24 4
916 84.25 atmosphere 1015 14400 > th dose dependent rect. 1 3
921 84.26 atmosphere 1015 14400 < th dose independent rect. 8 1
958 84.28 atmosphere 1015 14400 > th dose independent sin 5 NA
962 84.28 atmosphere 1015 4320 < th dose independent rect. 14 3
969 84.28 atmosphere 1015 14400 < th dose independent rect. 24 9
974 84.28 atmosphere 1015 14400 < th dose independent rect. 23 13
977 84.28 atmosphere 1015 14400 > th dose independent rect. 23 14
995 84.29 atmosphere 1015 14400 < th dose independent sin 5 NA
998 84.29 atmosphere 1015 14400 < th dose independent rect. 11 1
999 84.29 atmosphere 1015 14400 > th dose independent rect. 10 2