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Os07g0173100

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

Description : HSP20-like chaperone domain containing protein.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 6.93 (0.0262) R2 : 0.842
β1 : -- (--) R2dD : -- R2D : --
β2 : 2.41 (0.0752) R2dC : 0.499 R2C : 0.74
β3 : 1.62 (0.112) R2dE : 0.104 R2E : 0.338
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : -0.147 (0.0558) R2dN8 : 0.00315 R2N8 : -0.000633
σ : 0.49
deviance : 110.78
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C
peak time of C : 14
E
wheather : temperature
threshold : 24.2
memory length : 122
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
106.68 0.485 6.94 0.163 2.45 1.63 0.455 -1.52 -0.121 14.1 24.74 97 -- --
107.52 0.483 6.91 0.358 2.47 1.5 0.383 -- -0.0521 14.1 24.75 107 -- --
107.26 0.482 6.93 0.233 2.44 1.63 -- -1.01 -0.109 14.1 24.65 108 -- --
107.63 0.483 6.92 0.357 2.46 1.52 -- -- -0.0807 14.1 24.51 122 -- --
323.59 0.838 7.03 -0.406 -- 4.1 -- -3.1 -0.535 -- 24.2 23 -- --
143.7 0.562 6.89 0.6 3.05 -- 0.737 -- 0.0684 14.4 -- -- -- --
145.66 0.565 6.89 0.619 3.05 -- -- -- 0.0727 14.4 -- -- -- --
330.82 0.847 7.01 -0.0833 -- 3.85 -- -- -0.418 -- 24.2 21 -- --
110.78 0.49 6.93 -- 2.41 1.62 -- -- -0.147 14 24.2 122 -- --
695.01 1.23 6.91 0.49 -- -- -- -- -0.00277 -- -- -- -- --
155.77 0.584 6.91 -- 3.04 -- -- -- 0.00371 14.4 -- -- -- --
330.98 0.847 7 -- -- 3.84 -- -- -0.407 -- 24.2 21 -- --
701.35 1.24 6.92 -- -- -- -- -- -0.0571 -- -- -- -- --

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 89.98 temperature 10 270 > th dose dependent rect. 4 12
27 97.66 temperature 30 270 < th dose dependent rect. 7 13
28 97.72 temperature 10 270 > th dose dependent rect. 19 22
46 99.23 temperature 30 90 < th dose dependent rect. 9 12
56 99.62 temperature 10 270 > th dose dependent sin 1 NA
60 99.79 temperature 20 270 > th dose dependent sin 1 NA
63 99.91 temperature 15 30 > th dose dependent rect. 23 19
69 100.12 temperature 25 270 > th dose dependent rect. 21 19
87 100.66 temperature 10 90 > th dose dependent sin 22 NA
93 100.94 temperature 20 90 > th dose dependent sin 22 NA
157 102.19 temperature 10 720 > th dose dependent rect. 4 5
166 102.25 temperature 25 90 > th dose dependent rect. 19 23
172 102.37 temperature 15 720 > th dose dependent rect. 5 2
231 103.49 temperature 30 270 < th dose dependent sin 0 NA
315 104.45 temperature 30 270 < th dose independent rect. 7 13
437 105.60 temperature 25 90 > th dose dependent rect. 11 23
545 106.56 temperature 25 30 > th dose dependent rect. 8 23
550 106.65 temperature 25 90 > th dose dependent rect. 4 21
586 106.77 temperature 25 90 > th dose dependent no NA NA
607 106.83 temperature 30 90 < th dose dependent rect. 11 10
658 107.14 temperature 10 270 > th dose dependent rect. 10 14
814 108.06 radiation 1 270 < th dose independent rect. 8 11
835 108.21 temperature 30 720 < th dose dependent rect. 7 4
923 108.94 radiation 1 270 < th dose dependent rect. 7 12
938 109.07 radiation 1 270 < th dose independent rect. 14 5
959 109.20 temperature 30 270 < th dose independent rect. 24 21
971 109.28 radiation 1 30 < th dose dependent sin 18 NA