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Os03g0183800

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

Description : Similar to Leucine-rich repeat transmembrane protein kinase 1 (Fragment).


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 9.17 (0.0468) R2 : 0.543
β1 : -3.31 (0.175) R2dD : 0.389 R2D : 0.226
β2 : 1.06 (0.126) R2dC : 0.0767 R2C : 0.0081
β3 : 2.55 (0.16) R2dE : 0.281 R2E : 0.0733
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : -0.457 (0.1) R2dN8 : 0.0279 R2N8 : -0.0135
σ : 0.875
deviance : 353.02
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_____
C
peak time of C : 17.3
E
wheather : temperature
threshold : 25.35
memory length : 911
response mode : > th
dose dependency : dose dependent
G
type of G : sin
peak or start time of G : 7.64
open length of G : --

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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 = sin)

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
347.27 0.876 9.3 -4.34 1.09 3.33 -0.0184 -6.19 -0.687 17.1 25.27 861 6.87 --
353.15 0.875 9.16 -3.36 1.06 2.58 0.233 -- -0.434 17.2 25.4 913 7.68 --
346.35 0.867 9.3 -4.35 1.11 3.26 -- -6.06 -0.679 17.1 25.33 901 7.26 --
353.02 0.875 9.17 -3.31 1.06 2.55 -- -- -0.457 17.3 25.35 911 7.64 --
388.76 0.918 9.22 -3.98 -- 2.78 -- -4.08 -0.508 -- 25.9 853 9.49 --
527.13 1.08 9.16 -2.8 0.84 -- -0.623 -- -0.388 20.3 -- -- -- --
528.32 1.08 9.16 -2.78 0.84 -- -- -- -0.388 20.3 -- -- -- --
393.82 0.924 9.16 -3.33 -- 2.37 -- -- -0.462 -- 25.74 861 9.94 --
630.43 1.17 9.07 -- 0.975 1.94 -- -- -0.0915 17.4 25.4 864 7 --
567.43 1.11 9.14 -2.78 -- -- -- -- -0.397 -- -- -- -- --
731.88 1.27 9.09 -- 0.855 -- -- -- -0.0786 20.1 -- -- -- --
668.75 1.2 9.04 -- -- 1.86 -- -- 0.0298 -- 26.43 790 7.62 --
771.96 1.3 9.07 -- -- -- -- -- -0.0883 -- -- -- -- --

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
1 347.99 temperature 25 720 > th dose dependent rect. 17 7
4 350.25 temperature 25 720 > th dose dependent rect. 17 15
31 362.63 temperature 25 720 > th dose dependent sin 12 NA
44 367.29 humidity 70 720 > th dose independent sin 11 NA
46 367.62 humidity 70 720 < th dose independent rect. 17 16
61 370.55 humidity 70 720 > th dose independent rect. 17 16
67 371.82 humidity 70 720 < th dose independent sin 11 NA
72 373.16 humidity 90 720 < th dose dependent rect. 17 2
73 373.33 humidity 60 1440 > th dose independent sin 14 NA
76 373.38 humidity 70 720 < th dose independent rect. 17 3
91 374.06 humidity 60 1440 < th dose independent sin 14 NA
95 374.37 humidity 90 720 < th dose dependent rect. 17 4
97 374.49 humidity 70 1440 < th dose dependent sin 12 NA
107 375.82 humidity 70 1440 < th dose dependent rect. 16 16
110 376.08 humidity 70 1440 < th dose dependent rect. 16 4
145 377.70 humidity 60 1440 > th dose independent rect. 14 5
147 377.81 humidity 60 1440 > th dose independent rect. 14 13
151 377.87 humidity 60 1440 > th dose independent rect. 14 11
152 377.91 humidity 70 720 > th dose independent rect. 18 8
154 377.91 humidity 60 1440 > th dose independent rect. 14 18
158 377.95 humidity 60 1440 > th dose independent rect. 14 9
199 378.79 humidity 60 1440 < th dose independent rect. 14 5
486 384.43 temperature 30 720 < th dose dependent rect. 17 5
505 384.72 temperature 30 720 > th dose independent rect. 17 2
519 384.74 wind 7 43200 > th dose dependent rect. 13 19
527 385.00 wind 7 43200 > th dose dependent rect. 12 21
530 385.05 temperature 30 720 < th dose dependent rect. 18 3
568 385.61 humidity 60 1440 > th dose independent rect. 15 22
633 386.87 humidity 60 1440 < th dose independent rect. 15 22
652 387.03 wind 7 43200 > th dose independent rect. 13 22
660 387.15 wind 7 43200 < th dose independent rect. 12 21
721 387.59 humidity 60 1440 > th dose independent rect. 6 13
735 387.61 humidity 60 1440 > th dose independent rect. 24 19
736 387.61 humidity 60 1440 > th dose independent rect. 22 21
758 387.67 humidity 60 1440 > th dose independent rect. 2 17
787 387.85 humidity 60 1440 > th dose independent rect. 6 21
789 387.88 humidity 60 1440 > th dose independent rect. 6 19
816 387.97 humidity 60 1440 > th dose independent rect. 2 23
818 387.97 humidity 60 1440 > th dose independent rect. 24 23
820 387.99 humidity 60 1440 > th dose independent no NA NA
845 388.03 humidity 60 1440 > th dose independent rect. 2 21
893 388.24 temperature 30 1440 > th dose independent sin 13 NA
936 388.54 humidity 60 1440 < th dose independent no NA NA