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Os01g0101300

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 : 9.87 (0.0238) R2 : 0.675
β1 : 1.65 (0.0864) R2dD : 0.279 R2D : 0.194
β2 : 0.998 (0.0598) R2dC : 0.218 R2C : 0.308
β3 : 0.754 (0.0558) R2dE : 0.18 R2E : 0.171
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : 0.29 (0.0559) R2dN8 : 0.0334 R2N8 : -0.0635
σ : 0.434
deviance : 86.64
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C
peak time of C : 9.17
E
wheather : temperature
threshold : 24.8
memory length : 343
response mode : < th
dose dependency : dose independent
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 independent, 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
85.85 0.435 9.87 1.59 1 0.744 -0.459 0.246 0.269 9.14 24.8 342 -- --
86.09 0.432 9.87 1.64 1.01 0.752 -0.476 -- 0.272 9.16 24.8 343 -- --
86.57 0.433 9.87 1.6 0.997 0.752 -- 0.181 0.273 9.16 24.8 344 -- --
86.64 0.434 9.87 1.65 0.998 0.754 -- -- 0.29 9.17 24.8 343 -- --
118.85 0.508 9.84 1.96 -- 1.35 -- -0.523 0.499 -- 25.23 585 -- --
113.8 0.5 9.94 1.43 1.31 -- -0.426 -- -0.0673 8.09 -- -- -- --
114.35 0.501 9.94 1.41 1.32 -- -- -- -0.067 8.09 -- -- -- --
119.36 0.509 9.86 1.81 -- 1.33 -- -- 0.452 -- 25.28 583 -- --
155.79 0.581 9.92 -- 1.15 0.6 -- -- 0.0562 8.8 25 332 -- --
209.24 0.676 9.97 1.43 -- -- -- -- -0.0509 -- -- -- -- --
167.02 0.605 9.97 -- 1.32 -- -- -- -0.224 8.02 -- -- -- --
202.13 0.662 9.92 -- -- 1.04 -- -- 0.154 -- 25.6 544 -- --
262.82 0.757 10 -- -- -- -- -- -0.209 -- -- -- -- --

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 86.77 temperature 25 270 < th dose independent rect. 12 23
3 86.95 temperature 25 270 < th dose independent rect. 8 23
15 87.52 temperature 25 270 < th dose independent rect. 17 23
16 87.52 temperature 25 270 < th dose independent rect. 23 23
18 87.64 temperature 25 270 < th dose independent no NA NA
21 87.65 temperature 25 720 > th dose independent rect. 15 19
36 88.06 temperature 25 4320 > th dose independent rect. 23 2
37 88.08 temperature 25 270 > th dose independent rect. 18 23
42 88.16 temperature 25 270 > th dose independent rect. 11 23
44 88.18 temperature 25 270 > th dose independent rect. 8 23
51 88.38 temperature 25 270 > th dose independent rect. 21 23
58 88.54 temperature 25 270 > th dose independent no NA NA
69 88.62 temperature 25 4320 < th dose independent rect. 23 3
77 88.66 temperature 25 270 > th dose independent rect. 6 23
80 88.70 temperature 25 4320 > th dose independent rect. 22 4
92 88.82 temperature 25 270 > th dose independent rect. 4 23
96 88.87 temperature 25 4320 < th dose independent rect. 21 6
119 89.03 temperature 20 270 > th dose dependent rect. 17 22
132 89.11 temperature 20 270 > th dose dependent sin 10 NA
138 89.18 temperature 25 270 < th dose independent sin 10 NA
197 89.50 temperature 25 270 < th dose independent rect. 3 23
198 89.50 temperature 30 270 < th dose dependent rect. 24 23
261 89.91 temperature 25 270 > th dose independent sin 10 NA
292 90.09 temperature 25 1440 > th dose independent rect. 17 12
320 90.22 humidity 80 43200 > th dose dependent rect. 21 1
332 90.27 temperature 10 270 > th dose dependent rect. 5 22
360 90.42 temperature 30 270 < th dose dependent rect. 9 22
382 90.50 temperature 25 1440 > th dose independent sin 12 NA
464 90.84 temperature 25 1440 < th dose independent sin 12 NA
493 90.94 temperature 25 1440 > th dose independent rect. 23 15
512 91.04 temperature 25 1440 < th dose independent rect. 23 14
522 91.10 temperature 20 270 > th dose dependent rect. 21 13
540 91.15 temperature 30 270 < th dose dependent rect. 12 23
557 91.21 temperature 30 90 < th dose dependent rect. 3 23
583 91.32 temperature 30 270 < th dose dependent no NA NA
636 91.45 humidity 80 43200 > th dose dependent rect. 19 5
650 91.50 temperature 25 4320 > th dose dependent rect. 23 2
656 91.51 temperature 30 270 < th dose dependent rect. 14 23
663 91.53 atmosphere 1000 30 > th dose independent rect. 3 23
775 91.82 humidity 80 43200 > th dose dependent rect. 18 7
804 91.87 atmosphere 995 10 > th dose dependent rect. 3 23