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Os07g0484700

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

Description : Myb, DNA-binding domain containing protein.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 10 (0.0194) R2 : 0.583
β1 : -1.46 (0.0712) R2dD : 0.397 R2D : 0.417
β2 : 0.579 (0.0497) R2dC : 0.124 R2C : 0.109
β3 : -- (--) R2dE : -- R2E : --
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : 0.227 (0.0415) R2dN8 : 0.0367 R2N8 : 0.0719
σ : 0.366
deviance : 61
__
_____
C
peak time of C : 4.21
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 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
49.62 0.331 10 -1.66 0.664 -0.916 0.634 -0.0125 0.0995 3.83 23.28 205 -- --
49.53 0.328 10 -1.66 0.666 -0.935 0.652 -- 0.106 3.79 23 195 -- --
50.55 0.331 10.1 -1.7 0.666 -0.88 -- 0.335 0.0928 3.96 23.08 198 -- --
50.68 0.332 10.1 -1.67 0.673 -0.94 -- -- 0.0965 3.93 23 198 -- --
68.5 0.385 10.1 -1.69 -- -0.86 -- 0.0221 0.0515 -- 25.1 1146 -- --
59.81 0.363 10 -1.45 0.571 -- 0.656 -- 0.231 4.01 -- -- -- --
61 0.366 10 -1.46 0.579 -- -- -- 0.227 4.21 -- -- -- --
68.49 0.385 10.1 -1.69 -- -0.855 -- -- 0.0537 -- 25.2 1160 -- --
116.25 0.505 9.99 -- 0.571 -0.227 -- -- 0.365 4.09 23 198 -- --
79.09 0.416 10 -1.43 -- -- -- -- 0.243 -- -- -- -- --
116.94 0.506 9.98 -- 0.551 -- -- -- 0.389 4.26 -- -- -- --
126.74 0.524 9.97 -- -- 0.652 -- -- 0.475 -- 34.7 79 -- --
133.32 0.539 9.99 -- -- -- -- -- 0.402 -- -- -- -- --

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 49.10 humidity 50.0 14400 < th dose dependent rect. 11 2
3 49.20 humidity 50.0 14400 < th dose dependent rect. 17 20
22 49.29 humidity 50.0 14400 < th dose independent rect. 11 2
26 49.34 humidity 60.0 14400 < th dose dependent rect. 8 1
47 49.42 humidity 60.0 14400 < th dose independent rect. 8 1
69 49.60 humidity 50.0 14400 < th dose dependent sin 7 NA
74 49.65 humidity 50.0 14400 < th dose dependent rect. 11 22
157 49.90 humidity 50.0 14400 < th dose dependent no NA NA
298 49.99 wind 1.0 14400 > th dose dependent rect. 5 1
301 50.02 wind 3.0 14400 > th dose independent rect. 5 1
302 50.02 wind 3.0 14400 < th dose independent rect. 5 1
306 50.11 precipitation 0.1 4320 < th dose independent rect. 5 3
307 50.11 precipitation 0.1 4320 < th dose dependent rect. 5 3
310 50.13 wind 9.0 14400 < th dose dependent rect. 5 1
311 50.13 humidity 90.0 4320 > th dose dependent rect. 8 1
317 50.22 precipitation 0.1 4320 > th dose independent rect. 5 3
318 50.22 wind 1.0 14400 < th dose dependent rect. 6 1
320 50.24 temperature 25.0 270 < th dose dependent rect. 8 19
327 50.27 wind 3.0 14400 < th dose dependent rect. 22 4
329 50.29 temperature 25.0 270 < th dose dependent rect. 6 21
333 50.30 precipitation 0.1 4320 > th dose dependent rect. 5 3
335 50.31 precipitation 0.1 4320 < th dose independent rect. 7 1
336 50.31 humidity 50.0 14400 > th dose independent rect. 11 4
337 50.31 precipitation 0.1 4320 < th dose dependent rect. 7 1
344 50.35 atmosphere 1015.0 4320 > th dose dependent rect. 12 12
347 50.36 wind 9.0 14400 < th dose dependent rect. 22 10
352 50.39 humidity 50.0 14400 > th dose independent rect. 13 2
370 50.43 precipitation 0.1 4320 > th dose independent rect. 7 1
373 50.43 humidity 50.0 14400 < th dose independent rect. 8 5
389 50.43 precipitation 0.1 4320 > th dose dependent rect. 7 1
393 50.44 temperature 25.0 720 < th dose dependent rect. 5 19
399 50.46 wind 1.0 14400 > th dose dependent rect. 21 11
417 50.47 humidity 50.0 14400 > th dose independent rect. 18 21
422 50.48 wind 3.0 14400 < th dose dependent rect. 1 1
428 50.49 humidity 80.0 14400 > th dose dependent rect. 5 1
435 50.51 wind 3.0 14400 > th dose independent rect. 21 10
437 50.51 humidity 90.0 14400 < th dose dependent rect. 3 1
443 50.52 humidity 50.0 14400 > th dose independent rect. 5 10
452 50.53 humidity 50.0 14400 > th dose independent rect. 8 7
471 50.53 humidity 50.0 14400 > th dose independent rect. 20 19
477 50.53 humidity 90.0 4320 > th dose dependent rect. 7 4
500 50.56 humidity 60.0 14400 > th dose independent rect. 8 1
515 50.58 wind 3.0 14400 < th dose independent rect. 20 11
573 50.66 humidity 50.0 14400 > th dose independent sin 4 NA
586 50.66 temperature 25.0 270 < th dose dependent rect. 19 22
596 50.68 wind 9.0 14400 < th dose dependent rect. 1 1
613 50.69 humidity 90.0 4320 > th dose dependent rect. 7 7
616 50.69 temperature 25.0 90 < th dose dependent rect. 21 20
647 50.74 humidity 50.0 14400 < th dose independent sin 5 NA
653 50.75 humidity 90.0 4320 > th dose independent rect. 12 2
719 50.81 atmosphere 1015.0 4320 > th dose dependent sin 17 NA
728 50.82 wind 3.0 14400 < th dose independent rect. 1 6
729 50.82 atmosphere 1015.0 4320 < th dose independent rect. 15 6
736 50.82 atmosphere 1015.0 4320 > th dose dependent rect. 23 1
740 50.83 wind 3.0 14400 > th dose independent rect. 1 7
761 50.85 wind 9.0 14400 < th dose dependent rect. 1 7
789 50.88 atmosphere 1015.0 4320 > th dose independent rect. 12 11
790 50.88 humidity 50.0 14400 > th dose independent rect. 11 22
842 50.92 wind 1.0 14400 > th dose dependent rect. 1 7
865 50.93 humidity 50.0 14400 < th dose independent rect. 11 22
892 50.95 atmosphere 1015.0 4320 < th dose independent rect. 12 11
904 50.95 temperature 20.0 30 > th dose independent rect. 1 23
907 50.95 wind 3.0 14400 < th dose dependent rect. 22 1
953 50.98 humidity 50.0 14400 > th dose independent rect. 11 9
961 50.98 humidity 50.0 14400 > th dose independent rect. 7 14
962 50.98 humidity 50.0 14400 > th dose independent rect. 5 15
987 50.98 temperature 25.0 270 < th dose dependent no NA NA
992 50.99 humidity 50.0 14400 > th dose independent no NA NA