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Os01g0178500

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

Description : Similar to Auxin-responsive protein (Aux/IAA) (Fragment).


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 10.3 (0.0246) R2 : 0.87
β1 : 1.28 (0.0901) R2dD : 0.0596 R2D : 0.00213
β2 : -- (--) R2dC : -- R2C : --
β3 : 3.57 (0.0688) R2dE : 0.767 R2E : 0.717
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : 0.942 (0.0526) R2dN8 : 0.123 R2N8 : 0.0445
σ : 0.46
deviance : 97.6
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C
peak time of C : --
E
wheather : radiation
threshold : 3.787
memory length : 597
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 = radiation, 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
91.94 0.451 10.3 1.38 1.12 4.87 1.61 1.04 0.978 19 3.161 665 -- --
92.52 0.448 10.3 1.39 1.03 4.75 0.948 -- 0.984 19.1 3.128 661 -- --
94.25 0.452 10.3 1.36 0.734 4.38 -- -0.36 0.975 19.6 3.205 652 -- --
94.56 0.453 10.3 1.35 0.775 4.43 -- -- 0.968 19.5 3.216 654 -- --
97.95 0.461 10.3 1.32 -- 3.6 -- 0.151 0.931 -- 3.866 598 -- --
135.6 0.546 10.3 1.11 3.18 -- -0.107 -- 0.744 4.66 -- -- -- --
135.63 0.545 10.3 1.11 3.18 -- -- -- 0.745 4.65 -- -- -- --
97.6 0.46 10.3 1.28 -- 3.57 -- -- 0.942 -- 3.787 597 -- --
139.01 0.549 10.3 -- 0.193 3.79 -- -- 0.833 19.3 5.734 608 -- --
673.53 1.21 10.3 1.23 -- -- -- -- 0.828 -- -- -- -- --
168.03 0.606 10.3 -- 3.2 -- -- -- 0.621 4.65 -- -- -- --
139.21 0.55 10.3 -- -- 3.58 -- -- 0.805 -- 5.748 592 -- --
713.45 1.25 10.4 -- -- -- -- -- 0.692 -- -- -- -- --

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 93.38 radiation 1 720 < th dose independent rect. 7 14
2 93.61 radiation 10 720 < th dose dependent sin 13 NA
4 94.06 humidity 50 270 > th dose dependent rect. 10 11
6 94.33 radiation 10 720 < th dose dependent rect. 15 16
8 94.60 radiation 1 720 < th dose independent rect. 7 22
13 95.34 radiation 1 720 < th dose independent sin 13 NA
20 95.95 radiation 1 720 < th dose independent rect. 15 6
23 96.07 radiation 1 720 < th dose independent rect. 15 15
24 96.22 radiation 10 720 < th dose dependent rect. 15 6
26 96.28 temperature 10 720 > th dose dependent rect. 12 6
28 96.35 radiation 1 720 < th dose dependent rect. 7 14
29 96.37 radiation 1 720 < th dose independent rect. 23 23
31 96.46 radiation 1 720 < th dose independent rect. 3 18
38 96.57 radiation 1 720 < th dose independent sin 23 NA
40 96.61 radiation 1 720 > th dose independent rect. 11 22
53 96.95 humidity 50 270 > th dose dependent rect. 7 22
58 97.15 radiation 1 720 < th dose independent rect. 15 22
74 97.55 radiation 10 720 < th dose dependent rect. 11 20
77 97.61 radiation 1 720 < th dose independent rect. 15 19
89 97.78 radiation 1 720 < th dose dependent rect. 7 22
110 98.07 radiation 10 720 < th dose dependent rect. 10 11
119 98.18 radiation 1 720 > th dose independent rect. 15 18
132 98.35 radiation 1 720 > th dose independent sin 13 NA
145 98.48 radiation 1 720 < th dose independent no NA NA
153 98.58 radiation 1 720 < th dose dependent sin 0 NA
169 98.76 radiation 10 720 < th dose dependent rect. 3 18
177 98.98 radiation 1 720 > th dose independent rect. 5 14
194 99.06 radiation 1 720 > th dose independent no NA NA
277 99.47 radiation 40 720 < th dose dependent rect. 15 15
320 99.79 radiation 1 720 < th dose dependent rect. 23 23
321 99.80 radiation 1 720 < th dose dependent rect. 16 22
348 100.06 radiation 10 720 < th dose dependent rect. 1 20
358 100.16 humidity 70 270 > th dose independent rect. 10 10
392 100.55 humidity 60 270 > th dose dependent sin 19 NA
405 100.67 radiation 1 720 > th dose dependent rect. 15 17
409 100.70 radiation 1 720 > th dose independent sin 1 NA
417 100.76 humidity 70 270 > th dose independent rect. 10 19
453 101.02 humidity 90 270 < th dose dependent rect. 12 22
477 101.22 radiation 1 720 > th dose independent rect. 17 23
504 101.43 humidity 50 720 > th dose dependent rect. 1 19
527 101.64 temperature 10 270 > th dose dependent rect. 13 12
532 101.69 radiation 1 720 < th dose dependent no NA NA
567 101.89 radiation 1 720 > th dose independent rect. 15 23
621 102.47 radiation 1 720 > th dose independent rect. 12 7
635 102.55 radiation 1 720 < th dose independent rect. 3 23
720 103.04 humidity 60 720 > th dose dependent rect. 11 2
738 103.12 radiation 1 720 > th dose dependent sin 12 NA
816 103.72 humidity 90 270 < th dose dependent sin 19 NA
854 104.00 humidity 70 270 > th dose independent rect. 15 14
855 104.01 humidity 50 720 > th dose dependent rect. 9 6
879 104.12 humidity 80 720 < th dose independent rect. 6 12
893 104.19 temperature 30 270 < th dose independent rect. 10 11
913 104.29 humidity 60 10 > th dose dependent sin 16 NA