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Os03g0719300

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

Description : Similar to Dihydroxyacetone/glycerone kinase-like protein.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 10.3 (0.026) R2 : 0.418
β1 : -- (--) R2dD : -- R2D : --
β2 : -- (--) R2dC : -- R2C : --
β3 : -1.44 (0.0799) R2dE : 0.484 R2E : 0.37
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : 0.274 (0.0584) R2dN8 : 0.048 R2N8 : -0.0664
σ : 0.478
deviance : 105.19
__
_____
C
peak time of C : --
E
wheather : temperature
threshold : 10
memory length : 39135
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
85.88 0.435 10.3 -0.423 0.609 -1.31 -0.36 4.87 -0.105 23 26.4 982 -- --
90.6 0.443 10.4 -1.22 0.532 -0.83 -0.243 -- -0.168 23.1 24.26 2280 -- --
86.34 0.433 10.3 -0.438 0.606 -1.27 -- 4.55 -0.113 23 26.43 1000 -- --
90.28 0.443 10.4 -1.29 0.518 -0.779 -- -- -0.228 23.5 25 2354 -- --
100.95 0.468 10.3 -0.365 -- -1.04 -- 3.99 -0.0469 -- 25.99 1649 -- --
109.11 0.49 10.4 -1.54 0.381 -- -0.32 -- -0.309 23.8 -- -- -- --
109.55 0.49 10.4 -1.52 0.383 -- -- -- -0.307 23.7 -- -- -- --
101.38 0.469 10.4 -1.02 -- -0.863 -- -- -0.0284 -- 17.35 10280 -- --
94.96 0.454 10.3 -- 0.412 -1.44 -- -- 0.288 23.6 13.59 39387 -- --
118.76 0.509 10.4 -1.51 -- -- -- -- -0.303 -- -- -- -- --
170.83 0.611 10.4 -- 0.366 -- -- -- -0.137 23.4 -- -- -- --
105.19 0.478 10.3 -- -- -1.44 -- -- 0.274 -- 10 39135 -- --
179.23 0.625 10.4 -- -- -- -- -- -0.135 -- -- -- -- --

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 85.09 radiation 10 1440 < th dose dependent rect. 18 7
2 85.28 radiation 10 1440 < th dose dependent rect. 18 9
4 85.53 temperature 20 30 > th dose dependent sin 14 NA
8 85.59 radiation 10 1440 < th dose dependent rect. 18 5
19 85.93 radiation 10 1440 < th dose dependent rect. 18 3
35 86.55 radiation 1 1440 > th dose dependent rect. 18 1
48 86.60 radiation 30 14400 > th dose independent rect. 16 16
49 86.62 temperature 20 10 > th dose dependent rect. 15 15
56 86.86 temperature 30 30 < th dose dependent sin 15 NA
60 86.98 temperature 20 720 > th dose dependent rect. 11 12
91 87.63 temperature 20 720 > th dose dependent rect. 13 9
98 87.72 temperature 20 270 > th dose dependent rect. 11 16
100 87.74 humidity 90 43200 < th dose independent rect. 10 1
101 87.78 temperature 20 720 > th dose dependent sin 19 NA
107 87.85 radiation 1 43200 > th dose independent rect. 18 1
120 87.94 humidity 80 43200 > th dose dependent rect. 10 2
126 87.99 temperature 25 4320 < th dose independent rect. 7 5
127 88.00 humidity 90 43200 > th dose independent rect. 10 1
130 88.01 temperature 25 10 < th dose dependent rect. 13 17
133 88.03 radiation 30 14400 > th dose independent rect. 7 1
165 88.18 temperature 25 1440 > th dose dependent rect. 7 3
168 88.19 temperature 30 10 < th dose dependent rect. 13 15
171 88.22 temperature 25 4320 > th dose independent rect. 7 5
175 88.29 temperature 25 1440 > th dose dependent rect. 7 1
180 88.33 temperature 30 720 < th dose dependent rect. 11 11
183 88.34 temperature 30 90 < th dose dependent rect. 13 14
192 88.41 temperature 25 4320 < th dose independent rect. 7 2
194 88.41 radiation 1 43200 < th dose dependent rect. 4 1
198 88.42 wind 3 43200 > th dose dependent rect. 10 4
222 88.52 temperature 30 720 < th dose dependent rect. 19 1
234 88.57 radiation 1 43200 < th dose dependent rect. 20 9
240 88.59 radiation 1 43200 < th dose dependent rect. 22 7
243 88.60 radiation 1 43200 < th dose independent rect. 18 7
244 88.60 radiation 1 43200 < th dose independent rect. 18 9
248 88.61 radiation 1 43200 < th dose independent rect. 18 5
254 88.62 radiation 1 43200 < th dose independent rect. 18 1
255 88.62 radiation 1 43200 < th dose independent rect. 18 3
265 88.65 wind 3 43200 > th dose dependent rect. 11 2
289 88.74 temperature 25 4320 > th dose independent rect. 8 1
293 88.75 temperature 25 4320 > th dose independent rect. 17 1
294 88.75 atmosphere 1005 43200 > th dose independent rect. 18 1
303 88.78 wind 9 43200 < th dose dependent rect. 11 1
319 88.82 temperature 30 720 < th dose dependent rect. 15 6
341 88.90 atmosphere 1005 43200 < th dose independent rect. 18 1
347 88.92 temperature 30 720 < th dose dependent rect. 17 4
380 88.99 radiation 1 4320 < th dose independent rect. 18 7
389 89.00 atmosphere 1005 43200 < th dose independent rect. 16 1
391 89.00 atmosphere 1005 43200 < th dose independent rect. 16 3
396 89.01 radiation 1 4320 < th dose independent rect. 18 9
404 89.03 radiation 1 4320 < th dose independent rect. 18 5
407 89.04 wind 7 43200 < th dose independent rect. 3 12
408 89.04 temperature 25 4320 < th dose independent rect. 7 12
427 89.08 wind 5 43200 > th dose independent rect. 9 6
434 89.09 wind 5 43200 < th dose independent rect. 9 6
438 89.10 radiation 1 4320 > th dose independent rect. 18 1
442 89.10 radiation 1 4320 < th dose independent rect. 18 3
443 89.10 wind 5 43200 < th dose independent rect. 10 4
458 89.11 wind 7 43200 > th dose independent rect. 3 12
502 89.17 radiation 30 14400 > th dose dependent rect. 15 17
503 89.18 radiation 1 4320 < th dose independent rect. 18 1
509 89.18 wind 7 43200 < th dose independent rect. 24 15
545 89.24 wind 7 43200 > th dose independent rect. 24 15
561 89.26 radiation 1 43200 < th dose dependent rect. 18 3
562 89.26 radiation 1 43200 < th dose dependent rect. 18 5
565 89.27 temperature 25 4320 < th dose independent rect. 17 1
568 89.27 temperature 25 4320 > th dose independent rect. 7 12
570 89.27 radiation 1 43200 < th dose dependent rect. 18 1
578 89.28 temperature 25 14400 > th dose independent rect. 11 1
588 89.29 temperature 25 14400 < th dose independent rect. 11 1
591 89.29 wind 5 43200 < th dose dependent rect. 21 1
605 89.31 wind 5 43200 > th dose independent rect. 12 1
614 89.32 temperature 25 1440 > th dose dependent sin 5 NA
643 89.36 wind 5 43200 < th dose independent rect. 12 1
690 89.40 wind 7 43200 > th dose independent rect. 7 8
744 89.45 temperature 25 1440 > th dose dependent rect. 22 14
788 89.51 wind 7 43200 < th dose independent sin 3 NA
839 89.56 temperature 25 1440 > th dose dependent rect. 16 20
880 89.60 temperature 25 1440 > th dose dependent rect. 18 18
887 89.61 temperature 25 720 > th dose dependent rect. 11 21
888 89.62 wind 7 43200 > th dose independent sin 3 NA
889 89.62 temperature 30 1440 < th dose independent rect. 11 1
910 89.64 radiation 30 14400 < th dose independent rect. 16 9
927 89.65 wind 5 43200 > th dose dependent rect. 5 10
952 89.67 wind 5 43200 > th dose dependent rect. 3 13
956 89.68 radiation 1 43200 < th dose independent rect. 9 4
970 89.69 radiation 1 43200 > th dose independent rect. 9 4
977 89.70 radiation 1 43200 < th dose independent rect. 9 1
987 89.70 temperature 20 4320 > th dose dependent rect. 16 1
1000 89.71 radiation 40 14400 > th dose dependent rect. 7 2