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Os04g0448000

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

Description : Conserved hypothetical protein.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 7.17 (0.042) R2 : 0.775
β1 : 3.83 (0.16) R2dD : 0.329 R2D : 0.375
β2 : 1.78 (0.107) R2dC : 0.138 R2C : 0.147
β3 : -3.46 (0.23) R2dE : 0.138 R2E : 0.286
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : 0.797 (0.0945) R2dN8 : 0.0541 R2N8 : 0.0447
σ : 0.771
deviance : 274.11
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C
peak time of C : 7.26
E
wheather : radiation
threshold : 1.06
memory length : 2928
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 = 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
263.44 0.763 7.04 4.57 1.76 -3.63 0.795 -5.13 0.96 7.41 0.6499 4371 -- --
272.45 0.769 7.18 3.79 1.78 -3.46 1.04 -- 0.79 7.3 0.9162 2928 -- --
264.53 0.758 7.05 4.61 1.76 -3.67 -- -5.35 0.941 7.28 0.6 4382 -- --
274.11 0.771 7.17 3.83 1.78 -3.46 -- -- 0.797 7.26 1.06 2928 -- --
428.33 0.964 7.09 4.59 -- -3.79 -- -5.27 0.977 -- 0.6001 4389 -- --
404.78 0.943 7.04 4.6 1.85 -- 1.06 -- 1.32 7.78 -- -- -- --
407.92 0.946 7.04 4.63 1.86 -- -- -- 1.32 7.7 -- -- -- --
439.69 0.977 7.22 3.85 -- -3.69 -- -- 0.789 -- 1.217 2942 -- --
293.23 0.798 7.38 -- 2.01 -4.07 -- -- -0.214 7.43 1.394e-05 46657 -- --
593.88 1.14 7.09 4.65 -- -- -- -- 1.35 -- -- -- -- --
972.07 1.46 7.16 -- 1.9 -- -- -- 0.805 7.53 -- -- -- --
484.56 1.03 7.46 -- -- -4.07 -- -- -0.289 -- 0.009919 47520 -- --
1164.44 1.59 7.21 -- -- -- -- -- 0.831 -- -- -- -- --

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
1 256.27 humidity 80 43200 < th dose independent rect. 16 1
3 256.62 humidity 80 43200 < th dose independent rect. 14 4
5 257.02 humidity 80 43200 < th dose independent rect. 12 6
10 258.30 humidity 80 43200 > th dose independent rect. 12 7
11 258.41 humidity 80 43200 > th dose independent rect. 14 4
13 258.47 humidity 90 43200 > th dose independent rect. 20 1
19 259.00 humidity 80 43200 > th dose dependent rect. 18 1
27 259.86 radiation 1 43200 < th dose dependent rect. 17 1
28 259.91 radiation 1 43200 < th dose dependent rect. 17 12
33 260.29 radiation 1 43200 < th dose dependent rect. 17 4
57 260.88 humidity 80 43200 > th dose dependent rect. 17 3
58 260.90 radiation 1 4320 < th dose dependent rect. 14 4
63 261.05 humidity 80 43200 < th dose independent rect. 12 1
74 261.20 radiation 1 43200 < th dose dependent sin 16 NA
80 261.31 radiation 1 43200 < th dose dependent rect. 10 19
102 261.57 temperature 20 14400 < th dose dependent rect. 1 4
116 261.68 radiation 1 4320 < th dose dependent rect. 17 1
133 261.91 radiation 1 43200 < th dose dependent rect. 9 12
179 262.11 radiation 1 4320 < th dose dependent rect. 12 16
187 262.16 radiation 1 4320 < th dose dependent rect. 12 9
188 262.17 humidity 90 43200 < th dose independent rect. 18 2
194 262.19 radiation 1 4320 < th dose dependent rect. 12 12
233 262.54 radiation 1 4320 < th dose dependent rect. 9 19
240 262.60 radiation 1 4320 < th dose dependent rect. 9 12
242 262.62 radiation 1 4320 < th dose dependent rect. 9 15
254 262.71 radiation 1 43200 < th dose independent rect. 17 4
266 262.77 radiation 1 43200 < th dose independent rect. 17 11
308 262.98 radiation 1 43200 < th dose dependent rect. 17 23
344 263.07 radiation 1 43200 < th dose dependent rect. 2 17
359 263.08 radiation 1 43200 < th dose dependent rect. 4 15
391 263.11 radiation 1 43200 < th dose dependent no NA NA
419 263.20 humidity 90 43200 < th dose independent rect. 18 6
429 263.31 humidity 90 43200 > th dose dependent rect. 20 2
439 263.38 radiation 1 4320 < th dose dependent sin 18 NA
497 263.77 radiation 1 43200 < th dose dependent rect. 2 4
507 263.89 radiation 1 43200 > th dose independent rect. 17 2
537 264.10 radiation 1 43200 < th dose independent rect. 13 2
538 264.10 radiation 1 43200 < th dose dependent rect. 13 2
543 264.12 radiation 1 43200 > th dose independent rect. 13 2
598 264.68 radiation 1 43200 < th dose independent rect. 8 12
601 264.68 radiation 1 43200 < th dose independent rect. 8 16
604 264.70 radiation 1 43200 < th dose independent rect. 8 20
621 264.77 humidity 80 43200 > th dose independent rect. 12 1
631 264.82 humidity 70 43200 > th dose dependent rect. 12 2
669 265.14 radiation 1 43200 < th dose independent sin 17 NA
722 265.47 radiation 1 43200 > th dose independent rect. 7 12
733 265.48 radiation 1 4320 < th dose independent rect. 12 6
752 265.53 radiation 1 4320 > th dose independent rect. 12 6
771 265.60 humidity 90 43200 < th dose independent rect. 22 1
775 265.62 radiation 1 43200 < th dose independent rect. 13 7
780 265.62 radiation 1 43200 < th dose independent rect. 13 11
783 265.62 humidity 80 43200 > th dose dependent rect. 12 9
803 265.65 radiation 1 43200 < th dose independent rect. 13 15
851 265.85 temperature 10 14400 > th dose dependent rect. 2 1
905 266.01 humidity 90 43200 > th dose independent rect. 22 1
920 266.08 radiation 1 4320 < th dose independent rect. 10 8
930 266.14 temperature 20 14400 < th dose dependent sin 10 NA
954 266.20 temperature 10 14400 > th dose dependent rect. 2 3
977 266.25 atmosphere 1010 43200 > th dose independent rect. 10 1