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Os01g0338100

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 : 9.06 (0.0257) R2 : 0.496
β1 : 1.58 (0.0973) R2dD : 0.331 R2D : 0.144
β2 : -- (--) R2dC : -- R2C : --
β3 : -2.04 (0.121) R2dE : 0.37 R2E : 0.174
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : 0.139 (0.057) R2dN8 : 0.00977 R2N8 : -0.0387
σ : 0.474
deviance : 103.53
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C
peak time of C : --
E
wheather : temperature
threshold : 13.93
memory length : 659
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 = 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
98.55 0.466 9.01 1.89 0.622 -1.7 -0.614 1.22 0.207 6.87 15.03 1369 -- --
99.34 0.464 9.05 1.7 0.563 -1.59 -0.638 -- 0.149 6.38 12.75 2485 -- --
99.46 0.464 9.01 1.89 0.624 -1.69 -- 1.19 0.209 7.16 15.03 1425 -- --
100.36 0.467 9.04 1.69 0.597 -1.57 -- -- 0.148 6.65 11.89 2622 -- --
101.26 0.469 9.01 1.94 -- -1.95 -- 2 0.238 -- 16.08 618 -- --
149.09 0.572 9.12 1.08 0.586 -- -0.426 -- -0.175 7.59 -- -- -- --
149.57 0.573 9.11 1.07 0.584 -- -- -- -0.174 7.73 -- -- -- --
103.53 0.474 9.06 1.58 -- -2.04 -- -- 0.139 -- 13.93 659 -- --
156.51 0.583 9.12 -- 0.608 -0.767 -- -- -0.157 7.27 21.98 1404 -- --
168.01 0.606 9.13 1.08 -- -- -- -- -0.165 -- -- -- -- --
179.99 0.628 9.14 -- 0.593 -- -- -- -0.293 7.6 -- -- -- --
161.06 0.591 9.12 -- -- -1.19 -- -- -0.109 -- 19.98 619 -- --
198.87 0.658 9.16 -- -- -- -- -- -0.285 -- -- -- -- --

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 87.92 wind 9.0 43200 > th dose dependent rect. 20 1
2 88.38 wind 9.0 43200 > th dose dependent rect. 18 12
5 89.00 wind 9.0 43200 > th dose independent rect. 20 1
7 89.58 wind 9.0 43200 < th dose independent rect. 20 1
15 91.08 wind 9.0 43200 > th dose dependent rect. 17 7
20 91.38 wind 9.0 43200 > th dose independent rect. 18 11
26 92.03 wind 9.0 43200 > th dose dependent rect. 17 4
30 92.30 wind 9.0 43200 > th dose independent rect. 18 6
35 92.90 wind 9.0 43200 < th dose independent rect. 18 11
39 93.08 atmosphere 995.0 43200 < th dose dependent rect. 15 1
43 93.21 wind 9.0 43200 < th dose independent rect. 18 6
45 93.31 wind 9.0 43200 < th dose independent rect. 18 4
47 93.34 wind 9.0 43200 > th dose dependent rect. 20 9
56 93.68 wind 9.0 43200 > th dose independent rect. 18 4
63 93.96 radiation 1.0 43200 < th dose dependent rect. 19 8
71 94.13 atmosphere 995.0 43200 < th dose independent rect. 14 1
82 94.58 radiation 1.0 43200 < th dose dependent rect. 1 1
97 95.33 atmosphere 995.0 43200 > th dose independent rect. 15 1
105 95.51 wind 9.0 43200 > th dose dependent sin 13 NA
107 95.55 atmosphere 995.0 43200 > th dose independent rect. 12 4
148 96.49 wind 9.0 43200 > th dose independent rect. 20 5
154 96.61 temperature 20.0 4320 > th dose dependent rect. 17 1
156 96.64 temperature 10.0 4320 > th dose dependent rect. 17 1
184 97.10 wind 9.0 43200 > th dose independent rect. 20 8
233 97.41 atmosphere 995.0 43200 > th dose independent sin 22 NA
259 97.56 temperature 30.0 1440 < th dose dependent rect. 18 1
298 97.75 atmosphere 995.0 43200 < th dose independent sin 22 NA
346 98.02 temperature 15.0 1440 > th dose dependent rect. 7 3
353 98.05 temperature 30.0 1440 < th dose dependent rect. 7 2
354 98.05 temperature 15.0 1440 > th dose dependent rect. 17 21
362 98.09 temperature 15.0 1440 > th dose dependent rect. 8 1
363 98.11 wind 9.0 43200 > th dose independent sin 12 NA
381 98.19 atmosphere 1000.0 43200 < th dose dependent rect. 12 1
391 98.22 precipitation 0.1 43200 > th dose dependent rect. 17 1
429 98.37 temperature 30.0 1440 < th dose dependent rect. 6 4
446 98.45 temperature 15.0 1440 > th dose dependent rect. 6 21
460 98.48 atmosphere 1000.0 43200 < th dose dependent rect. 11 4
511 98.55 temperature 10.0 1440 > th dose dependent rect. 24 22
536 98.58 temperature 15.0 1440 > th dose dependent sin 4 NA
545 98.59 temperature 15.0 1440 > th dose dependent no NA NA
587 98.65 temperature 10.0 1440 > th dose dependent rect. 3 11
640 98.71 temperature 10.0 1440 > th dose dependent rect. 1 13
849 98.99 temperature 30.0 1440 < th dose dependent rect. 17 18