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Os06g0141000

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

Description : Sugar transporter family protein.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 7.4 (0.0398) R2 : 0.638
β1 : 2.49 (0.149) R2dD : 0.247 R2D : 0.000836
β2 : 1.43 (0.0964) R2dC : 0.176 R2C : 0.123
β3 : -3.52 (0.194) R2dE : 0.295 R2E : 0.0256
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : 1.4 (0.0877) R2dN8 : 0.296 R2N8 : 0.0105
σ : 0.736
deviance : 249.5
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C
peak time of C : 21.5
E
wheather : temperature
threshold : 7.683
memory length : 150
response mode : > th
dose dependency : dose dependent
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 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
247.24 0.739 7.42 2.32 1.4 -3.47 -0.761 -0.953 1.36 21.6 8.215 139 -- --
247.87 0.733 7.4 2.46 1.41 -3.49 -0.666 -- 1.4 21.6 7.337 144 -- --
249.18 0.735 7.41 2.4 1.43 -3.5 -- -0.644 1.38 21.5 7.282 150 -- --
249.5 0.736 7.4 2.49 1.43 -3.52 -- -- 1.4 21.5 7.683 150 -- --
318.92 0.836 7.34 2.53 -- -3.59 -- 0.129 1.48 -- 17.4 7 -- --
371.34 0.903 7.5 1.74 1.72 -- -0.544 -- 0.911 23.9 -- -- -- --
372.62 0.904 7.5 1.76 1.72 -- -- -- 0.914 23.9 -- -- -- --
318.92 0.835 7.34 2.53 -- -3.73 -- -- 1.48 -- 16.56 8 -- --
383.1 0.912 7.48 -- 1.48 -2.06 -- -- 0.967 22 23.77 135 -- --
558.75 1.1 7.46 1.81 -- -- -- -- 0.937 -- -- -- -- --
454.36 0.997 7.55 -- 1.74 -- -- -- 0.717 24 -- -- -- --
470.6 1.01 7.43 -- -- -2.71 -- -- 1.11 -- 20.37 2 -- --
645.49 1.19 7.51 -- -- -- -- -- 0.735 -- -- -- -- --

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
1 238.94 temperature 30 10 < th dose dependent sin 20 NA
3 240.83 temperature 20 90 > th dose dependent rect. 7 23
6 242.97 temperature 10 10 > th dose dependent sin 20 NA
19 244.81 temperature 20 10 > th dose dependent rect. 7 23
42 248.37 temperature 15 270 > th dose dependent rect. 20 23
44 248.79 temperature 15 90 > th dose dependent no NA NA
46 248.93 temperature 20 90 > th dose dependent rect. 3 23
73 250.46 temperature 20 90 > th dose dependent rect. 23 23
75 251.00 temperature 20 10 > th dose dependent rect. 3 23
76 251.03 temperature 20 10 > th dose dependent rect. 21 23
77 251.07 temperature 15 10 > th dose dependent no NA NA
85 251.32 temperature 30 90 < th dose dependent rect. 5 23
141 254.07 temperature 30 90 < th dose dependent rect. 6 17
147 254.32 temperature 20 10 > th dose dependent rect. 1 23
157 254.73 temperature 20 10 > th dose dependent rect. 23 23
164 255.08 temperature 20 270 > th dose dependent rect. 7 15
201 256.98 temperature 15 270 > th dose dependent rect. 7 12
205 257.13 temperature 30 10 < th dose dependent rect. 15 23
208 257.32 temperature 30 30 < th dose dependent rect. 11 23
213 257.47 temperature 30 10 < th dose dependent no NA NA
214 257.48 temperature 30 30 < th dose dependent rect. 9 23
215 257.56 temperature 30 90 < th dose dependent no NA NA
217 257.59 temperature 30 30 < th dose dependent rect. 13 23
221 257.71 temperature 30 270 < th dose dependent rect. 24 23
230 257.99 temperature 30 90 < th dose dependent rect. 6 15
239 258.46 temperature 30 10 < th dose dependent rect. 17 23
247 258.81 temperature 30 270 < th dose dependent rect. 22 23
266 259.33 temperature 20 270 > th dose dependent rect. 12 23
285 259.65 temperature 30 10 < th dose dependent rect. 6 15
340 260.90 temperature 30 10 < th dose dependent rect. 19 23
377 261.43 temperature 30 10 < th dose dependent rect. 6 21
392 261.61 temperature 30 10 < th dose dependent rect. 1 23
408 261.86 temperature 20 10 > th dose dependent rect. 8 12
422 262.01 temperature 20 10 > th dose dependent rect. 3 17
429 262.07 temperature 10 720 > th dose dependent rect. 3 16
444 262.28 temperature 20 10 > th dose dependent rect. 1 19
453 262.41 temperature 30 270 < th dose dependent rect. 3 19
473 262.70 temperature 20 10 > th dose dependent rect. 10 23
502 263.04 temperature 20 90 > th dose dependent rect. 3 16
508 263.09 temperature 20 10 > th dose dependent rect. 8 14
520 263.22 temperature 20 10 > th dose dependent rect. 3 19
605 264.15 temperature 30 10 < th dose dependent rect. 23 23
626 264.45 temperature 30 270 < th dose dependent rect. 9 23
787 265.99 temperature 30 30 < th dose dependent rect. 21 23
797 266.09 temperature 20 720 > th dose dependent rect. 23 16
894 266.79 temperature 20 10 > th dose dependent rect. 10 12
985 267.54 temperature 30 90 < th dose dependent rect. 9 14