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Os01g0228600

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

Description : Similar to 2-hydroxyacid dehydrogenase (AGR_L_379p).


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 13.1 (0.0175) R2 : 0.724
β1 : -1.14 (0.064) R2dD : 0.199 R2D : 0.111
β2 : 1.26 (0.0452) R2dC : 0.473 R2C : 0.416
β3 : -- (--) R2dE : -- R2E : --
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : -0.541 (0.0373) R2dN8 : 0.171 R2N8 : 0.0579
σ : 0.328
deviance : 49.19
__
_____
C
peak time of C : 7.12
E
wheather : --
threshold : --
memory length : --
response mode : --
dose dependency : --
G
type of G : --
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 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
36.74 0.285 13 -0.6 1.34 -0.07 1.17 -4.51 -0.415 7.28 29.62 878 -- --
40.26 0.296 13.1 -1.22 1.26 -0.365 0.655 -- -0.453 7.06 30.4 1065 -- --
40.41 0.296 13 -0.6 1.34 -0.07 -- -3.86 -0.415 7.28 29.62 878 -- --
41.1 0.299 13.1 -1.24 1.27 -0.42 -- -- -0.466 7.32 30.3 1065 -- --
121.54 0.513 13 -0.445 -- -0.05 -- -3.17 -0.361 -- 29.6 1356 -- --
47.72 0.324 13.1 -1.15 1.26 -- 0.746 -- -0.539 7.11 -- -- -- --
49.19 0.328 13.1 -1.14 1.26 -- -- -- -0.541 7.12 -- -- -- --
125.29 0.521 13.1 -1.22 -- -0.392 -- -- -0.435 -- 30.9 2811 -- --
80.35 0.417 13.1 -- 1.29 -0.289 -- -- -0.362 7.27 30.77 930 -- --
132.86 0.539 13.1 -1.11 -- -- -- -- -0.518 -- -- -- -- --
83.3 0.427 13.1 -- 1.25 -- -- -- -0.414 7.17 -- -- -- --
161.07 0.591 13.1 -- -- -0.275 -- -- -0.347 -- 30.64 5750 -- --
165.57 0.601 13.1 -- -- -- -- -- -0.395 -- -- -- -- --

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 36.31 precipitation 0.1 43200 > th dose dependent rect. 17 4
2 36.35 precipitation 0.1 43200 > th dose dependent rect. 15 3
7 37.02 precipitation 0.1 14400 > th dose dependent rect. 13 6
18 37.19 precipitation 0.1 14400 < th dose independent rect. 17 2
19 37.19 precipitation 0.1 14400 < th dose dependent rect. 17 2
21 37.20 precipitation 0.1 14400 > th dose independent rect. 17 2
53 37.33 precipitation 0.1 14400 > th dose independent rect. 17 4
54 37.33 precipitation 0.1 14400 < th dose independent rect. 17 4
55 37.33 precipitation 0.1 14400 < th dose dependent rect. 17 4
73 37.40 precipitation 0.1 14400 > th dose dependent sin 19 NA
173 37.61 temperature 30.0 720 < th dose independent rect. 15 2
174 37.61 humidity 50.0 14400 > th dose independent rect. 15 6
176 37.61 precipitation 0.1 14400 > th dose independent rect. 8 10
181 37.61 precipitation 0.1 14400 > th dose dependent rect. 20 22
186 37.62 humidity 50.0 14400 > th dose independent rect. 15 9
187 37.62 precipitation 0.1 14400 < th dose independent rect. 8 10
188 37.62 humidity 50.0 14400 > th dose independent rect. 15 14
189 37.62 humidity 50.0 14400 > th dose independent rect. 15 18
191 37.62 precipitation 0.1 14400 < th dose dependent rect. 8 10
211 37.66 temperature 30.0 720 > th dose independent rect. 11 8
241 37.71 humidity 60.0 14400 > th dose independent rect. 12 3
245 37.71 precipitation 0.1 14400 < th dose independent rect. 6 12
246 37.71 precipitation 0.1 14400 < th dose dependent rect. 6 12
268 37.75 temperature 30.0 720 > th dose independent sin 18 NA
309 37.81 humidity 60.0 14400 > th dose independent rect. 12 7
338 37.83 humidity 50.0 14400 < th dose independent rect. 15 18
340 37.84 humidity 60.0 14400 < th dose independent rect. 13 1
341 37.84 humidity 50.0 14400 < th dose independent rect. 15 3
369 37.87 precipitation 0.1 14400 > th dose independent rect. 8 14
374 37.88 humidity 60.0 14400 > th dose independent rect. 10 9
377 37.88 precipitation 0.1 14400 < th dose independent rect. 8 14
380 37.88 precipitation 0.1 14400 < th dose dependent rect. 8 14
392 37.89 temperature 30.0 720 < th dose independent rect. 6 14
429 37.92 precipitation 0.1 4320 < th dose independent rect. 4 14
432 37.92 precipitation 0.1 14400 < th dose independent rect. 6 16
435 37.92 precipitation 0.1 4320 < th dose dependent rect. 4 14
436 37.92 precipitation 0.1 14400 < th dose dependent rect. 6 16
440 37.93 precipitation 0.1 4320 > th dose independent rect. 4 14
447 37.94 humidity 60.0 14400 > th dose independent sin 17 NA
450 37.94 wind 5.0 14400 > th dose independent rect. 7 2
451 37.94 wind 5.0 14400 < th dose independent rect. 7 2
472 37.97 temperature 30.0 720 < th dose independent rect. 7 12
478 37.97 precipitation 0.1 43200 > th dose dependent rect. 19 2
482 37.98 humidity 70.0 14400 > th dose independent rect. 17 1
490 37.99 humidity 60.0 14400 < th dose independent rect. 12 7
516 37.99 humidity 60.0 14400 > th dose independent rect. 17 22
520 37.99 humidity 70.0 14400 < th dose dependent rect. 16 2
578 38.03 temperature 30.0 720 < th dose independent rect. 14 20
600 38.05 temperature 30.0 720 < th dose independent no NA NA
607 38.05 temperature 30.0 720 < th dose independent rect. 13 23
637 38.06 temperature 30.0 720 < th dose independent rect. 21 23
652 38.07 temperature 30.0 720 < th dose independent rect. 5 16
659 38.08 precipitation 0.1 14400 > th dose independent sin 20 NA
660 38.08 precipitation 0.1 14400 < th dose independent sin 20 NA
661 38.08 humidity 70.0 14400 < th dose independent rect. 17 1
666 38.08 precipitation 0.1 14400 < th dose dependent sin 20 NA
687 38.10 temperature 30.0 720 < th dose independent sin 23 NA
689 38.10 humidity 50.0 14400 < th dose independent sin 11 NA
737 38.11 temperature 30.0 720 > th dose independent no NA NA
739 38.11 humidity 60.0 14400 > th dose independent no NA NA
901 38.12 temperature 30.0 720 > th dose independent rect. 15 23
902 38.12 humidity 90.0 14400 < th dose dependent rect. 17 1
919 38.14 humidity 60.0 14400 < th dose dependent rect. 16 18
982 38.18 temperature 30.0 720 < th dose independent rect. 8 10