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Os08g0113500

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

Description : Similar to NAC transcription factor.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 8.15 (0.0221) R2 : 0.703
β1 : 1.63 (0.0832) R2dD : 0.282 R2D : 0.0921
β2 : 1.16 (0.0575) R2dC : 0.287 R2C : 0.363
β3 : 1.34 (0.0999) R2dE : 0.15 R2E : 0.046
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : 0.569 (0.0502) R2dN8 : 0.131 R2N8 : -0.0375
σ : 0.407
deviance : 76.47
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C
peak time of C : 8.07
E
wheather : temperature
threshold : 30.07
memory length : 259
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
75.97 0.41 8.14 1.74 1.16 1.34 -0.126 -0.632 0.593 8.06 30.3 259 -- --
76.38 0.407 8.15 1.63 1.16 1.33 -0.175 -- 0.568 8.06 30.1 258 -- --
76.01 0.406 8.14 1.74 1.16 1.33 -- -0.656 0.594 8.06 30.27 259 -- --
76.47 0.407 8.15 1.63 1.16 1.34 -- -- 0.569 8.07 30.07 259 -- --
128.4 0.528 8.14 1.98 -- 2.32 -- -0.935 0.696 -- 37.74 461 -- --
99.59 0.468 8.2 1.3 1.44 -- -0.141 -- 0.305 7.16 -- -- -- --
99.64 0.467 8.2 1.3 1.44 -- -- -- 0.306 7.17 -- -- -- --
128.83 0.529 8.17 1.81 -- 2.23 -- -- 0.678 -- 32.92 469 -- --
138.82 0.549 8.22 -- 1.3 0.656 -- -- 0.239 7.44 42.1 263 -- --
208.67 0.675 8.23 1.32 -- -- -- -- 0.331 -- -- -- -- --
143.88 0.561 8.23 -- 1.45 -- -- -- 0.162 7.11 -- -- -- --
209.52 0.674 8.22 -- -- 1.66 -- -- 0.379 -- 43.87 429 -- --
254.79 0.745 8.27 -- -- -- -- -- 0.184 -- -- -- -- --

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 70.71 temperature 30 270 < th dose dependent rect. 2 21
2 70.81 temperature 30 270 < th dose dependent rect. 3 19
16 73.39 temperature 15 270 > th dose dependent rect. 21 22
22 73.94 temperature 10 270 > th dose dependent rect. 6 23
36 74.59 temperature 15 270 > th dose dependent rect. 8 10
71 75.56 temperature 15 10 > th dose dependent rect. 1 19
82 75.77 temperature 30 270 < th dose dependent rect. 15 23
89 75.85 temperature 15 30 > th dose dependent rect. 23 23
102 76.02 temperature 30 270 < th dose dependent no NA NA
113 76.16 temperature 30 270 < th dose dependent sin 22 NA
118 76.17 temperature 30 270 < th dose dependent rect. 13 23
173 76.94 temperature 30 270 < th dose dependent rect. 11 23
175 76.95 temperature 15 270 > th dose dependent sin 23 NA
177 76.96 temperature 15 270 > th dose dependent no NA NA
187 77.02 temperature 30 270 < th dose dependent rect. 9 13
293 77.98 temperature 30 10 < th dose dependent sin 19 NA
347 78.41 temperature 15 10 > th dose dependent sin 20 NA
380 78.68 temperature 15 10 > th dose dependent rect. 9 11
394 78.73 humidity 70 270 > th dose dependent rect. 9 13
413 78.81 temperature 20 270 > th dose dependent rect. 14 23
452 78.99 humidity 90 270 < th dose independent rect. 8 10
453 78.99 humidity 70 270 > th dose dependent rect. 5 17
512 79.22 temperature 30 30 < th dose dependent rect. 11 23
526 79.31 temperature 25 270 < th dose independent rect. 4 18
550 79.39 temperature 20 270 > th dose dependent rect. 12 23
561 79.44 wind 9 43200 > th dose independent rect. 20 1
579 79.55 wind 7 43200 > th dose dependent rect. 20 1
596 79.64 wind 9 43200 < th dose independent rect. 20 1
605 79.72 temperature 25 270 < th dose independent rect. 3 20
652 79.88 humidity 80 270 > th dose independent rect. 4 18
711 80.09 humidity 70 270 > th dose dependent sin 22 NA
720 80.14 humidity 80 270 > th dose independent rect. 8 13
725 80.15 temperature 30 30 < th dose dependent rect. 9 23
936 80.89 temperature 25 270 > th dose independent rect. 8 10
969 80.97 temperature 10 720 > th dose dependent rect. 6 7
1000 81.06 temperature 20 10 > th dose dependent rect. 12 17