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Os07g0108900

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

Description : MADS15 protein.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 7.6 (0.0835) R2 : 0.799
β1 : 13.9 (0.514) R2dD : 1.88 R2D : 0.119
β2 : 1.01 (0.154) R2dC : 0.0187 R2C : -0.0136
β3 : -2.06 (0.27) R2dE : 0.05 R2E : -0.202
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : 29.4 (1.86) R2dD*E : 0.636 R2D*E : -1.02
γ1 : -0.36 (0.166) R2dN8 : 0.00475 R2N8 : -0.0011
σ : 1.1
deviance : 561.89
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C
peak time of C : 6.04
E
wheather : temperature
threshold : 24.38
memory length : 4092
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
561.95 1.11 7.61 13.9 1 -2.08 -0.106 29.4 -0.366 6.04 24.44 4107 -- --
607.88 1.15 8.84 3.66 0.839 3.25 1.79 -- -3.32 3.34 31.9 47520 -- --
561.89 1.1 7.6 13.9 1.01 -2.06 -- 29.4 -0.36 6.04 24.38 4092 -- --
580.12 1.12 8.8 3.47 1.1 3.45 -- -- -3.25 6.34 32.09 47520 -- --
613.43 1.15 7.61 14 -- -2.13 -- 30.3 -0.324 -- 24.5 4073 -- --
881.48 1.39 8.52 6.84 1.09 -- 0.306 -- -2 5.95 -- -- -- --
881.62 1.39 8.52 6.85 1.1 -- -- -- -2 6.08 -- -- -- --
642.73 1.18 8.83 3.51 -- 3.44 -- -- -3.24 -- 32.03 47520 -- --
734.1 1.26 8.95 -- 1.14 5.18 -- -- -3.89 6.33 32.54 47520 -- --
943.83 1.44 8.54 6.88 -- -- -- -- -1.97 -- -- -- -- --
2116.62 2.15 8.69 -- 1.2 -- -- -- -2.76 5.79 -- -- -- --
800.65 1.32 8.98 -- -- 5.21 -- -- -3.92 -- 32.41 47520 -- --
2191.2 2.18 8.71 -- -- -- -- -- -2.74 -- -- -- -- --

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
1 430.11 radiation 10.0 43200 > th dose independent rect. 8 3
4 436.68 radiation 10.0 43200 > th dose independent rect. 7 7
37 441.27 radiation 20.0 43200 > th dose independent rect. 13 1
55 444.41 radiation 10.0 43200 > th dose independent sin 4 NA
69 445.52 radiation 10.0 43200 < th dose dependent rect. 10 1
71 445.96 radiation 20.0 43200 < th dose dependent rect. 13 1
112 452.89 wind 5.0 43200 < th dose independent rect. 1 1
119 455.86 radiation 10.0 43200 < th dose dependent rect. 8 6
120 455.91 wind 5.0 43200 > th dose independent rect. 1 1
122 456.52 humidity 70.0 43200 > th dose independent rect. 9 3
123 456.67 radiation 10.0 43200 < th dose dependent rect. 8 4
149 459.14 wind 1.0 43200 > th dose independent rect. 4 2
153 459.84 humidity 70.0 43200 < th dose independent rect. 10 2
160 461.58 radiation 10.0 43200 > th dose independent rect. 13 23
162 462.49 radiation 1.0 43200 < th dose independent rect. 6 1
166 462.73 radiation 1.0 43200 < th dose dependent rect. 4 1
169 462.84 humidity 70.0 43200 > th dose independent rect. 18 1
170 462.86 radiation 1.0 43200 > th dose independent rect. 6 1
171 462.94 radiation 10.0 43200 > th dose independent no NA NA
257 463.55 wind 1.0 43200 < th dose independent rect. 4 2
283 466.24 precipitation 0.1 43200 > th dose independent rect. 6 9
287 466.64 radiation 1.0 43200 < th dose dependent rect. 19 10
290 466.93 radiation 10.0 43200 > th dose independent rect. 10 23
298 467.93 precipitation 0.1 43200 < th dose independent rect. 6 9
299 467.93 precipitation 0.1 43200 < th dose dependent rect. 6 9
301 468.02 wind 1.0 43200 < th dose dependent rect. 17 1
302 468.52 humidity 70.0 43200 > th dose independent rect. 17 19
308 469.12 wind 5.0 43200 > th dose dependent rect. 21 8
312 469.19 precipitation 0.1 43200 > th dose independent rect. 14 2
313 469.19 precipitation 0.1 43200 > th dose dependent rect. 14 2
315 469.26 precipitation 0.1 43200 > th dose dependent rect. 7 6
318 469.67 temperature 25.0 43200 > th dose independent rect. 9 3
321 469.90 precipitation 0.1 43200 < th dose independent rect. 14 2
322 469.90 precipitation 0.1 43200 < th dose dependent rect. 14 2
325 470.24 temperature 20.0 43200 > th dose dependent rect. 11 1
328 470.97 temperature 25.0 43200 < th dose independent rect. 9 3
333 471.15 wind 7.0 43200 < th dose independent rect. 21 8
354 472.38 humidity 70.0 43200 < th dose independent rect. 9 6
381 473.81 humidity 70.0 43200 > th dose independent rect. 9 14
397 473.99 humidity 70.0 43200 > th dose independent rect. 2 17
407 474.43 humidity 70.0 43200 < th dose independent rect. 9 15
419 474.78 humidity 70.0 43200 > th dose independent rect. 4 11
421 474.82 humidity 70.0 43200 > th dose independent rect. 17 22
426 474.98 humidity 70.0 43200 < th dose independent rect. 17 22
434 475.18 humidity 90.0 43200 > th dose dependent rect. 12 4
436 475.23 wind 7.0 43200 > th dose independent rect. 21 8
438 475.24 humidity 70.0 43200 < th dose independent rect. 24 19
441 475.39 humidity 70.0 43200 < th dose dependent rect. 13 1
442 475.42 humidity 70.0 43200 > th dose independent sin 2 NA
445 475.49 humidity 70.0 43200 > th dose independent rect. 7 8
469 476.07 wind 7.0 43200 > th dose dependent rect. 21 1
511 476.91 humidity 70.0 43200 < th dose independent rect. 3 12
532 477.28 wind 5.0 43200 > th dose dependent rect. 1 2
536 477.39 radiation 10.0 43200 < th dose independent rect. 13 1
538 477.40 humidity 70.0 43200 < th dose independent rect. 17 19
547 477.65 humidity 70.0 43200 < th dose independent sin 2 NA
552 477.78 humidity 70.0 43200 < th dose independent rect. 9 11
636 479.06 temperature 20.0 43200 > th dose independent rect. 4 1
644 479.10 precipitation 0.1 43200 < th dose independent rect. 9 1
645 479.10 precipitation 0.1 43200 < th dose dependent rect. 9 1
674 479.40 precipitation 0.1 43200 > th dose independent rect. 9 1
675 479.40 precipitation 0.1 43200 > th dose dependent rect. 9 1
692 479.62 temperature 20.0 43200 < th dose independent rect. 4 1
697 479.73 humidity 70.0 43200 < th dose independent rect. 4 20
707 479.88 temperature 30.0 43200 < th dose dependent rect. 10 1
798 480.73 wind 5.0 43200 > th dose dependent rect. 21 12
799 480.75 humidity 70.0 43200 > th dose independent rect. 14 22
828 481.04 humidity 70.0 43200 < th dose independent rect. 13 23
874 481.70 humidity 70.0 43200 < th dose independent no NA NA
932 482.36 wind 9.0 43200 > th dose independent rect. 21 2
944 482.47 wind 7.0 43200 < th dose independent rect. 21 12
957 482.59 wind 5.0 43200 > th dose independent rect. 22 11