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Os05g0486600

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

Description :


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 5.72 (0.0342) R2 : 0.768
β1 : 1.69 (0.134) R2dD : 0.1 R2D : -0.042
β2 : 0.889 (0.0817) R2dC : 0.0621 R2C : -0.0463
β3 : -2.02 (0.196) R2dE : 0.0704 R2E : 0.121
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : 2.08 (0.0768) R2dN8 : 0.574 R2N8 : 0.46
σ : 0.628
deviance : 182.04
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C
peak time of C : 22.5
E
wheather : temperature
threshold : 22.2
memory length : 1087
response mode : < th
dose dependency : dose dependent
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 = 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
181.91 0.634 5.71 1.72 0.884 -2.05 0.136 -0.196 2.08 22.5 22.2 1079 -- --
181.95 0.628 5.71 1.71 0.884 -2 0.169 -- 2.08 22.6 22.21 1077 -- --
181.97 0.628 5.71 1.72 0.887 -2.08 -- -0.271 2.08 22.5 22.18 1088 -- --
182.04 0.628 5.72 1.69 0.889 -2.02 -- -- 2.08 22.5 22.2 1087 -- --
223.24 0.696 5.69 1.86 -- -2.19 -- -0.531 2.09 -- 22.72 876 -- --
223.82 0.701 5.66 2.24 1.02 -- 0.119 -- 2.36 22.8 -- -- -- --
223.87 0.701 5.66 2.24 1.02 -- -- -- 2.36 22.8 -- -- -- --
222.59 0.695 5.71 1.65 -- -2.29 -- -- 2.02 -- 22.7 846 -- --
212.4 0.679 5.8 -- 1.01 -2.07 -- -- 1.74 22.7 18.81 47520 -- --
288.24 0.793 5.63 2.26 -- -- -- -- 2.37 -- -- -- -- --
355.86 0.882 5.71 -- 1.04 -- -- -- 2.11 22.9 -- -- -- --
274.41 0.772 5.78 -- -- -2.09 -- -- 1.71 -- 19.32 47520 -- --
422.78 0.96 5.69 -- -- -- -- -- 2.12 -- -- -- -- --

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
1 163.13 wind 3.0 43200 < th dose dependent rect. 1 1
2 164.28 wind 3.0 14400 < th dose independent rect. 21 7
3 164.37 wind 3.0 14400 > th dose independent rect. 21 8
14 165.87 wind 3.0 43200 < th dose independent rect. 6 1
21 166.40 wind 3.0 43200 > th dose independent rect. 6 1
22 166.44 wind 9.0 14400 > th dose independent rect. 7 4
24 166.62 wind 9.0 14400 > th dose independent rect. 9 2
32 167.30 wind 9.0 14400 < th dose independent rect. 9 2
36 167.55 wind 3.0 43200 < th dose dependent rect. 6 1
38 167.60 wind 9.0 14400 < th dose independent rect. 7 4
43 168.07 wind 5.0 14400 < th dose dependent rect. 21 8
50 168.38 wind 5.0 14400 < th dose dependent rect. 23 5
52 168.50 wind 1.0 14400 > th dose dependent rect. 21 8
53 168.60 wind 3.0 14400 < th dose independent rect. 24 2
73 169.15 wind 3.0 14400 > th dose independent rect. 24 2
148 170.51 wind 3.0 14400 < th dose independent sin 10 NA
153 170.55 wind 3.0 14400 > th dose independent sin 10 NA
170 170.75 wind 1.0 14400 > th dose dependent rect. 24 2
185 171.05 wind 1.0 43200 > th dose dependent rect. 6 1
191 171.13 humidity 90.0 14400 > th dose dependent rect. 9 1
240 171.70 humidity 80.0 14400 > th dose independent rect. 13 1
293 172.23 wind 1.0 43200 < th dose dependent rect. 12 1
332 172.50 wind 1.0 14400 > th dose dependent sin 9 NA
337 172.59 wind 3.0 43200 < th dose dependent sin 8 NA
422 173.18 wind 9.0 14400 < th dose dependent sin 9 NA
460 173.37 humidity 80.0 14400 > th dose dependent rect. 13 1
461 173.37 humidity 80.0 14400 > th dose dependent rect. 12 3
494 173.55 temperature 20.0 720 > th dose independent rect. 3 16
559 173.98 humidity 80.0 14400 < th dose independent rect. 13 1
638 174.33 temperature 20.0 720 > th dose independent sin 1 NA
723 174.75 humidity 80.0 43200 > th dose independent rect. 1 6
763 174.92 humidity 80.0 43200 < th dose dependent rect. 23 1
817 175.14 wind 7.0 14400 > th dose dependent rect. 10 1
834 175.25 humidity 90.0 14400 > th dose independent rect. 9 1
856 175.33 humidity 80.0 14400 > th dose dependent rect. 9 6
876 175.42 humidity 80.0 43200 > th dose independent rect. 1 2
907 175.51 humidity 80.0 43200 < th dose independent rect. 24 1
920 175.53 precipitation 0.1 14400 > th dose independent rect. 7 9
947 175.60 humidity 80.0 43200 < th dose independent rect. 23 8
952 175.63 precipitation 0.1 14400 < th dose independent rect. 7 9
955 175.63 precipitation 0.1 14400 < th dose dependent rect. 7 9
957 175.64 humidity 80.0 43200 < th dose dependent rect. 22 9
995 175.74 humidity 90.0 14400 > th dose dependent rect. 7 10