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Os01g0259900

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 : 8.43 (0.0256) R2 : 0.507
β1 : 1.28 (0.0981) R2dD : 0.217 R2D : 0.0986
β2 : 1.09 (0.0747) R2dC : 0.303 R2C : 0.0105
β3 : -2.01 (0.139) R2dE : 0.346 R2E : -0.0423
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : -0.151 (0.0579) R2dN8 : 0.0118 R2N8 : 0.0542
σ : 0.473
deviance : 103.16
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C
peak time of C : 19.3
E
wheather : temperature
threshold : -3.238
memory length : 556
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
94.2 0.456 8.38 1.65 1.08 -2 -1.97 2.55 -0.0478 19.1 8.212 520 -- --
98.04 0.461 8.43 1.24 1.08 -1.96 -1.39 -- -0.16 19.2 -10.66 546 -- --
103.94 0.475 8.39 1.68 1.05 -2.04 -- 2.33 -0.0555 19 7.677 489 -- --
103.16 0.473 8.43 1.28 1.09 -2.01 -- -- -0.151 19.3 -3.238 556 -- --
124.59 0.52 8.35 1.79 -- -1.38 -- 1.62 -0.0696 -- -1.246 2864 -- --
142.58 0.56 8.48 0.782 0.564 -- -1.75 -- -0.454 19.2 -- -- -- --
150.46 0.574 8.49 0.815 0.56 -- -- -- -0.459 19.6 -- -- -- --
125.86 0.523 8.41 1.3 -- -1.55 -- -- -0.18 -- 3.367 1418 -- --
141.68 0.554 8.48 -- 0.93 -1.44 -- -- -0.372 19.2 -0.8536 482 -- --
167.26 0.604 8.47 0.807 -- -- -- -- -0.467 -- -- -- -- --
167.98 0.606 8.51 -- 0.553 -- -- -- -0.549 19.7 -- -- -- --
164.47 0.597 8.46 -- -- -1 -- -- -0.407 -- -3.012 1384 -- --
184.44 0.634 8.49 -- -- -- -- -- -0.557 -- -- -- -- --

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 90.21 temperature 10 270 > th dose dependent rect. 10 23
9 93.92 temperature 30 270 < th dose dependent rect. 6 21
10 94.09 temperature 10 720 > th dose dependent rect. 19 22
13 94.53 temperature 10 720 > th dose dependent rect. 3 19
33 95.07 temperature 10 270 > th dose dependent rect. 23 23
90 96.41 wind 9 43200 < th dose independent rect. 20 1
91 96.44 wind 9 43200 > th dose independent rect. 20 1
99 96.54 temperature 10 720 > th dose dependent no NA NA
114 96.89 wind 9 43200 > th dose dependent rect. 20 3
146 97.30 temperature 30 720 < th dose dependent rect. 22 22
149 97.33 wind 7 43200 > th dose dependent rect. 20 1
169 97.69 wind 9 43200 > th dose dependent rect. 17 13
173 97.73 temperature 15 270 > th dose dependent rect. 11 11
190 97.89 wind 9 43200 > th dose dependent rect. 17 6
216 98.20 wind 9 43200 > th dose dependent rect. 17 4
238 98.43 temperature 10 270 > th dose dependent sin 20 NA
263 98.62 temperature 10 720 > th dose dependent sin 1 NA
297 98.97 wind 9 43200 < th dose independent rect. 19 3
350 99.40 temperature 30 720 < th dose dependent rect. 17 23
353 99.42 temperature 30 720 < th dose dependent no NA NA
366 99.49 temperature 30 720 < th dose dependent rect. 15 23
391 99.67 wind 9 43200 > th dose independent rect. 17 7
403 99.70 wind 9 43200 > th dose independent rect. 17 13
475 99.82 wind 9 43200 > th dose dependent rect. 19 11
586 99.94 wind 9 43200 < th dose independent rect. 18 6
655 100.02 temperature 30 270 < th dose dependent sin 20 NA
729 100.14 temperature 10 1440 > th dose dependent sin 4 NA
779 100.23 temperature 10 1440 > th dose dependent sin 15 NA
853 100.39 wind 9 43200 < th dose independent rect. 18 11
876 100.42 temperature 30 1440 < th dose dependent rect. 16 17