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Os04g0194500

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

Description : Similar to ABC transporter-like protein.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 7.6 (0.0402) R2 : 0.618
β1 : 1.28 (0.147) R2dD : 0.0675 R2D : 0.0774
β2 : 1.6 (0.114) R2dC : 0.207 R2C : 0.36
β3 : -1.49 (0.118) R2dE : 0.18 R2E : 0.326
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : -0.259 (0.0893) R2dN8 : 0.00951 R2N8 : -0.00191
σ : 0.744
deviance : 255.42
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C
peak time of C : 16.4
E
wheather : temperature
threshold : 25
memory length : 252
response mode : < th
dose dependency : dose independent
G
type of G : sin
peak or start time of G : 22.6
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 = sin)

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
242.81 0.732 7.61 1.16 1.63 -1.44 2.13 0.826 -0.267 16.4 25 268 22.7 --
245.1 0.729 7.61 1.28 1.63 -1.47 1.95 -- -0.249 16.3 24.98 266 22.6 --
254.31 0.743 7.61 1.21 1.63 -1.49 -- 0.612 -0.247 16.3 25 264 22.4 --
255.42 0.744 7.6 1.28 1.6 -1.49 -- -- -0.259 16.4 25 252 22.6 --
277.33 0.776 7.59 1.34 -- -2.31 -- -0.533 -0.266 -- 26.6 281 1.88 --
300.45 0.813 7.54 1.53 2.4 -- 1.84 -- 0.104 17.5 -- -- -- --
308.46 0.822 7.54 1.52 2.42 -- -- -- 0.111 17.7 -- -- -- --
275.97 0.774 7.49 1.33 -- -2.41 -- -- -0.00896 -- 26.6 253 1.5 --
297.51 0.803 7.62 -- 1.64 -1.67 -- -- -0.447 16.4 24.6 242 22.2 --
612.21 1.16 7.51 1.44 -- -- -- -- 0.0534 -- -- -- -- --
369.33 0.899 7.58 -- 2.39 -- -- -- -0.0579 17.7 -- -- -- --
322.63 0.837 7.57 -- -- -2.52 -- -- -0.198 -- 26.67 258 1.58 --
667.09 1.21 7.54 -- -- -- -- -- -0.107 -- -- -- -- --

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
1 234.50 temperature 25 270 < th dose independent rect. 1 10
16 241.83 temperature 20 720 < th dose independent rect. 24 5
20 242.23 temperature 10 270 > th dose dependent rect. 5 20
25 243.03 temperature 25 270 < th dose independent sin 5 NA
28 243.36 temperature 10 10 > th dose dependent rect. 6 22
30 243.47 temperature 30 270 < th dose dependent rect. 1 18
45 245.22 temperature 30 270 < th dose dependent rect. 1 10
62 246.24 temperature 30 270 < th dose dependent rect. 1 14
83 247.57 temperature 10 270 > th dose dependent rect. 5 10
122 249.73 temperature 30 720 < th dose dependent rect. 1 4
149 251.11 atmosphere 995 10 > th dose dependent rect. 4 19
161 251.68 temperature 30 10 < th dose dependent rect. 4 19
176 252.25 temperature 10 720 > th dose dependent rect. 5 4
192 252.71 temperature 30 90 < th dose dependent rect. 3 10
205 253.19 temperature 20 720 > th dose independent rect. 21 10
234 253.89 temperature 25 270 > th dose independent sin 5 NA
241 254.05 atmosphere 1000 30 > th dose dependent rect. 24 23
257 254.43 temperature 30 270 < th dose dependent sin 5 NA
258 254.44 temperature 20 720 < th dose independent sin 9 NA
309 255.42 temperature 25 270 > th dose independent rect. 23 15
373 256.62 temperature 10 270 > th dose dependent sin 5 NA
406 257.23 temperature 15 270 > th dose dependent rect. 21 16
412 257.32 temperature 10 720 > th dose dependent rect. 23 10
439 257.57 temperature 10 270 > th dose dependent rect. 21 14
454 257.70 temperature 20 720 > th dose independent rect. 12 19
462 257.87 temperature 20 270 > th dose independent rect. 5 20
471 257.98 humidity 60 720 > th dose dependent rect. 19 5
508 258.40 temperature 25 270 > th dose independent rect. 4 10
509 258.41 temperature 20 720 > th dose independent rect. 5 4
530 258.65 temperature 20 720 > th dose independent rect. 21 20
535 258.68 atmosphere 995 270 > th dose dependent rect. 24 21
552 258.90 temperature 20 720 > th dose independent rect. 14 17
581 259.08 temperature 10 720 > th dose dependent rect. 1 8
597 259.22 temperature 20 720 > th dose independent rect. 5 2
608 259.27 temperature 30 10 < th dose dependent rect. 4 15
655 259.77 temperature 20 720 > th dose independent sin 9 NA
671 259.86 temperature 30 10 < th dose dependent rect. 4 8
746 260.44 atmosphere 1005 30 > th dose independent rect. 3 20
770 260.61 atmosphere 1005 270 > th dose independent rect. 24 9
824 261.02 humidity 70 270 > th dose dependent rect. 23 1
859 261.24 temperature 20 720 > th dose independent rect. 23 3
875 261.33 temperature 30 10 < th dose dependent rect. 4 12
887 261.40 temperature 15 10 > th dose dependent rect. 23 17
904 261.48 temperature 15 270 > th dose dependent rect. 19 20
961 261.92 radiation 10 1440 < th dose independent rect. 16 1
966 261.95 temperature 15 10 > th dose dependent rect. 6 10
987 262.10 atmosphere 1005 270 > th dose independent rect. 24 20