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Os06g0505700

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

Description : Hypothetical protein.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 6.63 (0.0537) R2 : 0.416
β1 : 0.295 (0.218) R2dD : 0.00286 R2D : -0.008
β2 : 2.05 (0.131) R2dC : 0.317 R2C : 0.295
β3 : -1.47 (0.261) R2dE : 0.0455 R2E : 0.0299
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -4.02 (0.922) R2dD*E : 0.0327 R2D*E : 0.0312
γ1 : -0.61 (0.119) R2dN8 : 0.0498 R2N8 : 0.0222
σ : 0.994
deviance : 455.81
__
_____
C
peak time of C : 9.31
E
wheather : humidity
threshold : 69.8
memory length : 1386
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 = humidity, 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
448.35 0.995 6.63 0.243 2.1 -1.43 1.52 -4.14 -0.61 9.31 69.4 1340 -- --
467.55 1.01 6.59 -0.0504 2.13 -1.48 1.87 -- -0.54 8.76 65.25 1575 -- --
455.81 0.994 6.63 0.295 2.05 -1.47 -- -4.02 -0.61 9.31 69.8 1386 -- --
472.53 1.01 6.63 -0.142 2.06 -1.64 -- -- -0.689 8.77 66.45 1580 -- --
696.15 1.23 6.68 0.31 -- -1.55 -- -3.67 -0.609 -- 69.02 1476 -- --
512.56 1.06 6.6 -0.217 2.06 -- 1.38 -- -0.525 8.99 -- -- -- --
519 1.07 6.6 -0.167 2.05 -- -- -- -0.522 9.09 -- -- -- --
708.03 1.24 6.7 -0.142 -- -1.77 -- -- -0.719 -- 67 1492 -- --
473.07 1.01 6.63 -- 2.06 -1.64 -- -- -0.681 8.8 66.4 1580 -- --
760.88 1.29 6.65 -0.172 -- -- -- -- -0.511 -- -- -- -- --
519.74 1.07 6.59 -- 2.05 -- -- -- -0.504 9.1 -- -- -- --
708.61 1.24 6.7 -- -- -1.8 -- -- -0.694 -- 67.87 1496 -- --
761.66 1.29 6.65 -- -- -- -- -- -0.492 -- -- -- -- --

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
1 416.00 precipitation 0.1 14400 < th dose independent rect. 17 1
2 416.00 precipitation 0.1 14400 < th dose dependent rect. 17 1
3 418.58 precipitation 0.1 14400 > th dose independent rect. 17 1
4 423.10 humidity 80.0 14400 > th dose independent rect. 15 1
5 423.14 humidity 80.0 14400 > th dose dependent rect. 13 2
9 426.64 wind 3.0 43200 < th dose dependent rect. 1 5
10 427.05 wind 3.0 43200 < th dose dependent rect. 3 3
11 427.67 precipitation 0.1 14400 > th dose independent rect. 9 7
14 428.45 precipitation 0.1 14400 < th dose independent rect. 9 7
15 428.45 precipitation 0.1 14400 < th dose dependent rect. 9 7
17 428.79 precipitation 0.1 14400 > th dose dependent rect. 17 1
18 428.85 precipitation 0.1 14400 > th dose dependent rect. 9 7
23 430.14 precipitation 0.1 14400 > th dose dependent rect. 7 9
27 430.90 precipitation 0.1 14400 > th dose independent rect. 12 4
45 432.84 precipitation 0.1 14400 < th dose independent rect. 12 4
46 432.84 precipitation 0.1 14400 < th dose dependent rect. 12 4
49 432.95 wind 1.0 43200 > th dose independent rect. 3 4
53 433.07 wind 1.0 43200 > th dose independent rect. 1 6
62 433.89 humidity 90.0 14400 < th dose independent rect. 13 1
63 434.03 wind 1.0 43200 > th dose dependent rect. 5 1
98 436.26 precipitation 0.1 14400 < th dose independent rect. 7 9
99 436.26 precipitation 0.1 14400 < th dose dependent rect. 7 9
100 436.29 wind 3.0 43200 > th dose independent rect. 5 1
104 436.40 precipitation 0.1 14400 > th dose independent rect. 7 9
114 436.93 wind 1.0 14400 < th dose independent rect. 4 1
138 438.03 wind 9.0 14400 > th dose dependent rect. 6 5
142 438.10 wind 1.0 43200 < th dose independent rect. 3 4
158 438.45 wind 1.0 43200 > th dose dependent rect. 24 8
175 439.05 wind 1.0 43200 < th dose independent rect. 1 6
176 439.05 precipitation 0.1 14400 > th dose dependent rect. 14 2
184 439.26 wind 1.0 43200 > th dose dependent rect. 3 5
198 439.66 precipitation 0.1 14400 < th dose independent rect. 19 1
199 439.66 precipitation 0.1 14400 < th dose dependent rect. 19 1
201 439.67 precipitation 0.1 14400 > th dose independent rect. 19 1
214 439.92 wind 9.0 14400 < th dose independent rect. 7 4
221 440.16 wind 9.0 14400 > th dose dependent rect. 9 2
244 441.16 humidity 80.0 14400 > th dose independent rect. 9 14
248 441.23 humidity 70.0 1440 > th dose dependent rect. 23 18
251 441.32 wind 3.0 43200 < th dose independent rect. 7 1
253 441.42 humidity 80.0 1440 > th dose dependent rect. 1 16
257 441.51 wind 1.0 43200 > th dose independent rect. 1 10
299 442.29 humidity 80.0 14400 > th dose independent rect. 9 8
309 442.60 wind 1.0 43200 > th dose independent rect. 1 1
310 442.61 precipitation 0.1 14400 > th dose dependent rect. 19 1
315 442.66 humidity 80.0 14400 > th dose independent rect. 9 10
337 443.04 humidity 90.0 90 < th dose independent rect. 19 14
353 443.21 wind 1.0 43200 < th dose independent rect. 1 10
358 443.28 humidity 80.0 14400 < th dose independent rect. 9 14
363 443.37 precipitation 0.1 4320 > th dose dependent rect. 1 15
365 443.39 precipitation 0.1 4320 > th dose independent rect. 1 15
373 443.45 humidity 80.0 14400 > th dose independent sin 21 NA
379 443.47 precipitation 0.1 4320 > th dose dependent rect. 23 17
381 443.48 precipitation 0.1 4320 < th dose independent rect. 1 15
382 443.48 precipitation 0.1 4320 < th dose dependent rect. 1 15
397 443.61 wind 3.0 43200 > th dose independent rect. 7 1
416 443.83 humidity 80.0 14400 < th dose independent rect. 9 8
435 444.08 wind 9.0 14400 < th dose dependent rect. 2 1
457 444.34 precipitation 0.1 4320 < th dose independent rect. 22 19
459 444.34 precipitation 0.1 4320 < th dose dependent rect. 22 19
470 444.44 wind 1.0 14400 > th dose dependent rect. 2 1
572 445.52 wind 9.0 43200 < th dose dependent rect. 7 1
592 445.69 wind 1.0 43200 > th dose dependent rect. 7 1
608 445.79 humidity 80.0 14400 < th dose independent sin 21 NA
659 446.10 humidity 80.0 1440 > th dose dependent sin 2 NA
684 446.21 humidity 80.0 14400 < th dose independent rect. 9 2
800 447.08 humidity 70.0 14400 > th dose independent rect. 11 1
814 447.17 humidity 80.0 14400 > th dose independent rect. 9 2
859 447.60 humidity 80.0 14400 > th dose dependent rect. 6 11
908 447.96 humidity 70.0 14400 > th dose dependent rect. 10 11
912 447.99 humidity 90.0 14400 < th dose dependent rect. 14 2
920 448.03 wind 5.0 14400 < th dose dependent rect. 14 1
951 448.19 humidity 80.0 1440 > th dose independent rect. 21 20