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Os10g0521400

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

Description : Esterase/lipase/thioesterase domain containing protein.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 9.65 (0.0366) R2 : 0.662
β1 : -0.871 (0.178) R2dD : 0.04 R2D : -0.0702
β2 : 2.34 (0.0832) R2dC : 0.649 R2C : 0.542
β3 : 1.2 (0.157) R2dE : 0.0566 R2E : -0.0561
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -6.05 (0.703) R2dD*E : 0.119 R2D*E : 0.0508
γ1 : -0.105 (0.0817) R2dN8 : 0.00237 R2N8 : -0.0114
σ : 0.614
deviance : 173.74
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_____
C
peak time of C : 10.1
E
wheather : temperature
threshold : 15.94
memory length : 503
response mode : > th
dose dependency : dose dependent
G
type of G : no
peak or start time of G : --
open length of G : --

__

Dependence on each variable

Residual plot

Process of the parameter reduction
(fixed parameters. wheather = temperature, 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
171.69 0.616 9.64 -0.749 2.26 1.25 1.12 -5.86 -0.0642 10 5.718 355 -- --
194.1 0.649 9.52 0.128 2.39 1.21 1.34 -- 0.175 10.2 1.521 606 -- --
173.74 0.614 9.65 -0.871 2.34 1.2 -- -6.05 -0.105 10.1 15.94 503 -- --
199.15 0.657 9.53 0.175 2.33 1.03 -- -- 0.177 10.6 -6.24 1012 -- --
411.19 0.944 9.69 -0.552 -- 2.4 -- -4.03 -0.124 -- -7.249 2 -- --
209.66 0.679 9.49 0.417 2.17 -- 1.14 -- 0.346 10.5 -- -- -- --
214.94 0.687 9.49 0.464 2.17 -- -- -- 0.35 10.5 -- -- -- --
424.95 0.96 9.62 0.00348 -- 2.32 -- -- 0.0297 -- 1.6 2 -- --
199.82 0.658 9.53 -- 2.35 1.11 -- -- 0.156 10.6 14.1 1018 -- --
502.75 1.05 9.55 0.425 -- -- -- -- 0.341 -- -- -- -- --
220.61 0.695 9.5 -- 2.16 -- -- -- 0.298 10.5 -- -- -- --
424.95 0.96 9.62 -- -- 2.32 -- -- 0.0291 -- 1.631 2 -- --
507.53 1.05 9.56 -- -- -- -- -- 0.294 -- -- -- -- --

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
1 169.26 temperature 15 270 > th dose dependent rect. 10 23
4 170.06 temperature 15 270 > th dose dependent rect. 19 23
10 170.59 temperature 20 10 > th dose dependent rect. 19 23
13 170.80 temperature 20 10 > th dose dependent rect. 10 23
14 170.86 temperature 15 270 > th dose dependent rect. 1 23
18 171.12 temperature 10 720 > th dose dependent rect. 19 21
19 171.26 temperature 20 10 > th dose dependent rect. 23 23
21 171.34 radiation 1 720 < th dose dependent rect. 22 21
25 171.41 temperature 20 10 > th dose dependent rect. 4 23
26 171.46 temperature 15 90 > th dose dependent rect. 4 14
33 171.69 temperature 20 270 > th dose dependent rect. 23 23
57 172.19 temperature 10 270 > th dose dependent no NA NA
69 172.41 temperature 30 10 < th dose dependent rect. 7 23
73 172.49 temperature 20 10 > th dose dependent no NA NA
84 172.77 temperature 20 10 > th dose dependent rect. 2 23
138 173.68 temperature 20 10 > th dose dependent rect. 4 18
153 173.86 temperature 10 10 > th dose dependent no NA NA
154 173.86 temperature 20 10 > th dose dependent rect. 12 21
176 174.10 temperature 30 270 < th dose dependent rect. 21 23
183 174.14 temperature 30 270 < th dose dependent rect. 5 23
197 174.21 temperature 30 10 < th dose dependent rect. 13 23
208 174.34 temperature 10 1440 > th dose dependent rect. 11 3
216 174.37 humidity 80 720 < th dose independent rect. 10 6
221 174.40 temperature 30 10 < th dose dependent rect. 9 23
224 174.42 temperature 20 10 > th dose dependent rect. 2 20
238 174.50 humidity 80 1440 < th dose independent rect. 11 1
241 174.51 temperature 30 270 < th dose dependent rect. 24 23
242 174.53 temperature 20 30 > th dose dependent rect. 23 19
245 174.57 temperature 30 270 < th dose dependent no NA NA
280 174.82 temperature 30 10 < th dose dependent no NA NA
284 174.84 humidity 80 1440 > th dose independent rect. 11 1
332 175.10 temperature 30 10 < th dose dependent rect. 15 23
341 175.15 temperature 30 10 < th dose dependent rect. 21 23
343 175.16 radiation 10 4320 < th dose independent rect. 19 10
361 175.28 temperature 30 10 < th dose dependent rect. 17 23
362 175.29 humidity 60 43200 > th dose independent rect. 9 1
446 175.66 temperature 30 270 < th dose dependent rect. 11 23
466 175.76 humidity 70 1440 > th dose dependent rect. 11 2
471 175.77 temperature 30 30 < th dose dependent rect. 11 23
489 175.82 temperature 30 10 < th dose dependent rect. 1 23
496 175.85 humidity 50 720 > th dose dependent rect. 15 4
498 175.85 temperature 30 720 < th dose dependent rect. 13 21
499 175.86 humidity 80 1440 > th dose independent rect. 10 3
505 175.87 radiation 20 14400 < th dose dependent rect. 19 10
527 175.97 temperature 30 10 < th dose dependent rect. 5 23
542 176.03 temperature 30 270 < th dose dependent rect. 18 23
544 176.04 radiation 1 90 < th dose independent rect. 5 23
546 176.04 temperature 30 270 < th dose dependent rect. 15 23
554 176.05 temperature 30 10 < th dose dependent rect. 3 23
583 176.17 humidity 80 1440 > th dose dependent rect. 10 4
622 176.34 temperature 10 1440 > th dose dependent rect. 15 1
634 176.37 humidity 60 43200 < th dose independent rect. 9 2
665 176.45 radiation 1 90 < th dose dependent rect. 5 23
760 176.80 temperature 20 10 > th dose dependent rect. 17 23
789 176.89 temperature 30 1440 < th dose dependent rect. 11 3
792 176.92 humidity 50 43200 < th dose independent rect. 14 2
809 176.97 radiation 1 720 < th dose independent rect. 22 21
831 177.04 humidity 50 720 > th dose dependent rect. 14 13
845 177.07 humidity 90 270 < th dose dependent rect. 11 13
892 177.18 humidity 50 43200 > th dose independent rect. 14 2
898 177.19 temperature 20 10 > th dose dependent rect. 8 23
931 177.29 humidity 50 720 > th dose dependent rect. 11 16
941 177.32 humidity 50 720 > th dose dependent rect. 8 19
975 177.46 humidity 50 43200 > th dose independent rect. 13 4