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Os02g0697800

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 : 12.4 (0.016) R2 : 0.742
β1 : -- (--) R2dD : -- R2D : --
β2 : 0.701 (0.0387) R2dC : 0.186 R2C : 0.222
β3 : 1.19 (0.048) R2dE : 0.409 R2E : 0.52
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : 0.227 (0.0357) R2dN8 : 0.0319 R2N8 : 0.107
σ : 0.295
deviance : 40.2
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C
peak time of C : 2.45
E
wheather : temperature
threshold : 14.3
memory length : 25710
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
34.99 0.278 12.4 0.0485 0.634 1.01 0.576 -2.97 0.291 2.89 23 1296 -- --
37.07 0.284 12.3 0.649 0.655 1.01 0.503 -- 0.371 2.91 17.48 8060 -- --
35.96 0.279 12.4 0.0768 0.66 0.973 -- -2.69 0.3 2.65 23 1361 -- --
37.42 0.285 12.3 0.577 0.705 1.03 -- -- 0.346 2.77 16.8 7994 -- --
56.6 0.35 12.4 0.193 -- 1.14 -- -2.46 0.354 -- 22.91 1160 -- --
59.51 0.362 12.3 1.16 0.747 -- 0.471 -- 0.683 2.68 -- -- -- --
60.26 0.364 12.3 1.15 0.747 -- -- -- 0.681 2.58 -- -- -- --
64.96 0.375 12.3 0.569 -- 1.11 -- -- 0.367 -- 16.77 6888 -- --
40.2 0.295 12.4 -- 0.701 1.19 -- -- 0.227 2.45 14.3 25710 -- --
92.94 0.45 12.3 1.18 -- -- -- -- 0.7 -- -- -- -- --
95.01 0.456 12.3 -- 0.769 -- -- -- 0.553 2.6 -- -- -- --
68.89 0.387 12.4 -- -- 1.27 -- -- 0.221 -- 13.73 25552 -- --
129.67 0.532 12.3 -- -- -- -- -- 0.569 -- -- -- -- --

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 30.13 radiation 1 14400 < th dose dependent rect. 4 1
5 30.66 radiation 40 43200 < th dose dependent rect. 20 9
11 30.94 radiation 30 43200 < th dose dependent rect. 22 7
35 31.38 radiation 1 43200 > th dose dependent rect. 18 1
62 31.84 radiation 40 43200 > th dose dependent rect. 10 1
68 31.90 humidity 90 43200 > th dose independent rect. 22 2
69 31.93 wind 5 43200 > th dose dependent rect. 13 2
72 32.00 radiation 40 43200 < th dose independent rect. 15 20
74 32.03 humidity 90 43200 > th dose dependent rect. 5 1
75 32.06 radiation 40 43200 > th dose dependent rect. 15 20
76 32.08 radiation 40 43200 < th dose independent sin 11 NA
78 32.09 humidity 60 43200 < th dose independent rect. 10 2
79 32.09 radiation 40 43200 > th dose dependent rect. 7 4
97 32.11 wind 5 43200 > th dose dependent rect. 11 5
98 32.12 radiation 1 43200 < th dose independent rect. 18 1
101 32.12 radiation 1 43200 < th dose independent rect. 18 8
118 32.17 radiation 40 43200 < th dose independent rect. 21 13
124 32.18 radiation 40 43200 < th dose independent rect. 7 3
142 32.20 wind 7 43200 < th dose independent rect. 10 7
157 32.27 radiation 40 43200 > th dose dependent sin 11 NA
169 32.29 humidity 60 43200 > th dose independent rect. 10 1
172 32.30 wind 7 43200 > th dose independent rect. 10 7
184 32.38 wind 7 43200 < th dose independent rect. 13 3
238 32.49 radiation 20 43200 < th dose independent rect. 17 15
253 32.51 radiation 20 43200 < th dose independent rect. 19 13
261 32.52 radiation 20 43200 < th dose independent rect. 6 2
290 32.54 radiation 1 43200 < th dose dependent rect. 18 1
320 32.60 radiation 40 14400 < th dose dependent rect. 18 7
325 32.61 radiation 1 43200 > th dose dependent rect. 5 1
330 32.62 wind 7 43200 > th dose independent rect. 13 3
351 32.64 radiation 20 43200 > th dose dependent rect. 16 17
363 32.66 radiation 1 43200 > th dose dependent rect. 4 3
381 32.70 radiation 40 43200 < th dose independent rect. 10 1
394 32.72 radiation 20 43200 > th dose dependent rect. 6 3
445 32.76 radiation 40 14400 < th dose dependent rect. 18 5
464 32.77 radiation 1 14400 > th dose dependent rect. 17 13
536 32.81 radiation 1 43200 > th dose independent rect. 18 1
554 32.81 radiation 40 14400 < th dose dependent rect. 18 3
574 32.87 radiation 40 43200 < th dose independent no NA NA
575 32.87 wind 7 43200 < th dose independent rect. 14 1
577 32.87 radiation 40 43200 < th dose independent rect. 7 10
675 32.87 radiation 40 43200 < th dose independent rect. 10 23
738 32.90 humidity 90 43200 > th dose dependent rect. 22 2
772 32.92 radiation 10 14400 < th dose independent rect. 16 8
787 32.93 radiation 10 14400 < th dose independent rect. 16 3
808 32.94 temperature 25 4320 < th dose independent rect. 17 1
908 33.01 radiation 10 43200 < th dose independent sin 12 NA
919 33.01 humidity 90 43200 > th dose dependent rect. 19 11
920 33.01 humidity 90 43200 > th dose dependent rect. 21 14
923 33.02 radiation 1 43200 < th dose dependent rect. 9 1
965 33.06 radiation 40 43200 > th dose dependent no NA NA
970 33.06 radiation 40 43200 > th dose dependent rect. 8 8