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Os01g0833600

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

Description : ATP-dependent Clp protease adaptor protein ClpS family protein.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 9.73 (0.0427) R2 : 0.875
β1 : 1.12 (0.159) R2dD : 0.0154 R2D : 0.03
β2 : 5.73 (0.104) R2dC : 0.868 R2C : 0.786
β3 : 1.41 (0.126) R2dE : 0.0424 R2E : -0.0391
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : -0.919 (0.0968) R2dN8 : 0.0387 R2N8 : 0.00819
σ : 0.784
deviance : 283.23
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C
peak time of C : 9.65
E
wheather : radiation
threshold : 20.01
memory length : 1341
response mode : > th
dose dependency : dose independent
G
type of G : no
peak or start time of G : --
open length of G : --

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Dependence on each variable

Residual plot

Process of the parameter reduction
(fixed parameters. wheather = radiation, response mode = > th, dose dependency = dose independent, 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
282.05 0.789 9.74 1.08 5.71 1.41 -0.603 -0.411 -0.942 9.65 20.06 1361 -- --
282.35 0.783 9.74 1.13 5.71 1.38 -0.565 -- -0.937 9.64 20 1358 -- --
283.06 0.784 9.74 1.1 5.74 1.42 -- -0.271 -0.931 9.64 20.01 1341 -- --
283.23 0.784 9.73 1.12 5.73 1.41 -- -- -0.919 9.65 20.01 1341 -- --
963.65 1.45 9.82 1.52 -- 3.26 -- -1.49 -0.632 -- 1.998 1551 -- --
356.86 0.886 9.64 1.6 5.54 -- -0.726 -- -0.504 9.54 -- -- -- --
358.81 0.887 9.64 1.57 5.54 -- -- -- -0.506 9.53 -- -- -- --
978.17 1.46 9.82 1.53 -- 3.25 -- -- -0.626 -- 1.998 1551 -- --
316.6 0.829 9.72 -- 5.66 1.44 -- -- -1.01 9.62 20.01 1361 -- --
2168.08 2.18 9.79 1.53 -- -- -- -- -0.491 -- -- -- -- --
423.62 0.963 9.68 -- 5.54 -- -- -- -0.68 9.51 -- -- -- --
1039.62 1.51 9.86 -- -- 3.25 -- -- -0.795 -- 1.998 1551 -- --
2229.69 2.2 9.83 -- -- -- -- -- -0.661 -- -- -- -- --

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
1 272.05 humidity 80 1440 < th dose independent rect. 6 8
7 275.14 humidity 80 1440 > th dose independent rect. 6 8
36 278.61 radiation 20 1440 > th dose independent rect. 6 4
54 279.01 radiation 20 1440 > th dose independent sin 9 NA
56 279.02 humidity 70 1440 > th dose independent rect. 19 19
59 279.29 humidity 80 1440 < th dose independent sin 4 NA
68 279.70 humidity 60 1440 > th dose dependent rect. 11 1
70 279.75 radiation 20 1440 > th dose independent rect. 9 1
91 280.17 humidity 60 1440 > th dose dependent rect. 6 8
100 280.48 humidity 60 1440 > th dose dependent rect. 9 5
105 280.76 humidity 90 1440 < th dose dependent rect. 3 11
109 280.97 humidity 70 1440 > th dose independent rect. 9 5
129 281.54 humidity 70 1440 < th dose independent rect. 18 20
134 281.77 humidity 80 1440 > th dose independent sin 3 NA
266 283.88 humidity 80 1440 < th dose dependent sin 7 NA
288 284.28 radiation 20 1440 > th dose independent rect. 13 21
305 284.37 humidity 90 1440 < th dose dependent sin 4 NA
376 285.00 radiation 20 4320 > th dose dependent rect. 7 1
381 285.04 radiation 10 1440 > th dose dependent rect. 6 4
446 285.40 radiation 10 1440 > th dose dependent rect. 15 19
470 285.74 radiation 10 1440 > th dose dependent sin 11 NA
483 285.86 humidity 70 1440 < th dose independent rect. 11 1
487 285.92 humidity 50 1440 > th dose dependent sin 3 NA
512 286.14 humidity 90 720 < th dose dependent rect. 19 2
542 286.35 humidity 70 1440 > th dose independent rect. 11 1
561 286.56 radiation 40 1440 < th dose dependent rect. 15 19
563 286.62 radiation 40 1440 > th dose independent rect. 14 20
703 287.42 radiation 20 1440 > th dose independent no NA NA
799 287.47 humidity 70 1440 > th dose independent sin 7 NA
844 287.69 radiation 40 1440 > th dose independent sin 12 NA