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Notice!
This gene did NOT pass the analysis criteria (log2(expression) > 5 in more than 80% of samples & normality of residuals was not rejected).
The modeling results may be unreliable.

Os07g0129700

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

Description : OSH15 protein (Homeobox gene).


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 3 (0.0325) R2 : 0.00739
β1 : -- (--) R2dD : -- R2D : --
β2 : -- (--) R2dC : -- R2C : --
β3 : -- (--) R2dE : -- R2E : --
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : -0.126 (0.0685) R2dN8 : 0.00955 R2N8 : 0.00739
σ : 0.612
deviance : 172.15
__
_____
C
peak time of C : --
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
162.88 0.6 1.69 -2.99 0.0867 -125 0.0517 -266 -0.138 13.8 15 1275 -- --
166.73 0.606 3 -0.209 0.101 1.29 -0.188 -- -0.141 11.7 15 1275 -- --
162.87 0.594 1.69 -3 0.0914 -128 -- -273 -0.144 13.9 14.96 1275 -- --
163.83 0.596 3.01 -0.162 0.0825 1.32 -- -- -0.14 11.6 14.5 2003 -- --
163.34 0.595 1.69 -3 -- -128 -- -273 -0.141 -- 14.96 1275 -- --
169.81 0.611 3.01 -0.267 0.0838 -- 0.0635 -- -0.154 13.6 -- -- -- --
169.82 0.61 3.01 -0.265 0.0839 -- -- -- -0.154 13 -- -- -- --
164.16 0.597 3.01 -0.161 -- 1.21 -- -- -0.142 -- 14.47 2006 -- --
164.38 0.597 3 -- 0.0602 1.35 -- -- -0.12 12.8 14.54 2013 -- --
170.25 0.61 3.01 -0.268 -- -- -- -- -0.156 -- -- -- -- --
171.67 0.613 3 -- 0.0883 -- -- -- -0.125 13.2 -- -- -- --
164.76 0.598 3 -- -- 1.3 -- -- -0.116 -- 14.54 2017 -- --
172.15 0.612 3 -- -- -- -- -- -0.126 -- -- -- -- --

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
1 155.42 wind 9.0 10 > th dose independent rect. 13 1
13 155.42 wind 9.0 10 > th dose dependent rect. 13 1
54 159.32 humidity 90.0 720 > th dose dependent rect. 8 9
56 159.72 radiation 1.0 270 < th dose independent rect. 9 1
57 159.72 radiation 1.0 270 < th dose dependent rect. 9 1
60 160.02 wind 9.0 270 > th dose dependent rect. 10 4
70 160.05 precipitation 0.1 1440 < th dose independent rect. 6 3
71 160.05 precipitation 0.1 1440 < th dose dependent rect. 6 3
91 160.28 wind 9.0 270 > th dose independent rect. 10 3
118 160.53 precipitation 0.1 1440 < th dose independent rect. 6 6
119 160.53 precipitation 0.1 1440 < th dose dependent rect. 6 6
145 160.88 radiation 1.0 90 < th dose independent rect. 8 4
146 160.88 radiation 1.0 90 < th dose dependent rect. 8 4
164 161.10 precipitation 0.1 1440 > th dose independent rect. 6 4
165 161.10 precipitation 0.1 1440 > th dose dependent rect. 6 4
190 161.36 temperature 15.0 720 > th dose independent rect. 4 18
191 161.39 wind 9.0 270 > th dose dependent sin 7 NA
211 161.59 humidity 90.0 720 > th dose independent rect. 8 9
217 161.66 radiation 10.0 10 < th dose independent rect. 14 1
233 161.70 humidity 90.0 1440 > th dose dependent rect. 9 1
236 161.72 temperature 15.0 1440 > th dose independent rect. 9 13
247 161.82 temperature 15.0 270 > th dose independent rect. 1 23
253 161.86 radiation 1.0 1440 < th dose dependent rect. 7 4
265 161.92 wind 9.0 270 > th dose independent sin 6 NA
266 161.92 radiation 1.0 1440 > th dose independent rect. 7 4
276 161.97 radiation 1.0 1440 < th dose independent rect. 7 4
287 162.04 humidity 90.0 1440 > th dose independent rect. 9 1
310 162.19 humidity 50.0 43200 < th dose dependent rect. 7 1
317 162.21 humidity 50.0 43200 > th dose independent rect. 4 4
318 162.21 temperature 15.0 720 > th dose independent rect. 10 6
327 162.23 wind 1.0 720 > th dose independent rect. 11 6
376 162.32 wind 9.0 10 > th dose independent rect. 19 19
380 162.33 wind 9.0 270 < th dose independent sin 7 NA
394 162.38 humidity 50.0 43200 > th dose independent rect. 1 7
409 162.42 humidity 90.0 1440 > th dose independent rect. 9 4
414 162.44 temperature 15.0 1440 > th dose independent rect. 6 3
415 162.44 humidity 50.0 43200 < th dose independent rect. 5 3
416 162.44 humidity 80.0 1440 < th dose dependent rect. 21 11
417 162.45 atmosphere 1015.0 1440 < th dose independent rect. 3 3
423 162.48 humidity 90.0 1440 < th dose independent rect. 9 1
435 162.54 wind 7.0 10 > th dose dependent rect. 19 19
436 162.55 temperature 15.0 720 > th dose independent rect. 7 14
440 162.58 radiation 1.0 1440 < th dose independent rect. 9 1
441 162.58 radiation 1.0 1440 < th dose dependent rect. 9 1
445 162.62 radiation 1.0 1440 > th dose independent rect. 9 1
458 162.70 atmosphere 1015.0 1440 < th dose independent rect. 24 1
459 162.70 temperature 15.0 1440 < th dose independent rect. 22 4
461 162.70 temperature 15.0 1440 < th dose independent rect. 9 17
464 162.70 temperature 15.0 1440 < th dose dependent rect. 23 3
465 162.71 atmosphere 1015.0 1440 < th dose independent rect. 1 5
466 162.71 humidity 90.0 720 < th dose independent rect. 9 7
469 162.71 temperature 15.0 1440 < th dose dependent rect. 5 21
472 162.73 temperature 15.0 1440 > th dose independent rect. 17 13
480 162.74 temperature 15.0 270 > th dose independent rect. 17 23
482 162.75 temperature 15.0 720 > th dose independent rect. 5 10
492 162.77 temperature 15.0 1440 > th dose independent rect. 6 6
501 162.79 humidity 50.0 43200 > th dose independent rect. 23 9
503 162.79 wind 7.0 1440 > th dose dependent rect. 7 1
512 162.81 temperature 15.0 1440 < th dose dependent sin 20 NA
513 162.81 precipitation 0.1 1440 > th dose dependent rect. 1 12
518 162.84 temperature 15.0 1440 < th dose independent rect. 10 14
521 162.84 temperature 15.0 1440 < th dose dependent rect. 9 17
522 162.84 temperature 15.0 1440 < th dose dependent rect. 6 18
527 162.85 temperature 15.0 1440 < th dose dependent rect. 9 15
537 162.86 precipitation 0.1 1440 > th dose dependent rect. 1 10
539 162.86 humidity 50.0 43200 < th dose dependent rect. 20 12
542 162.87 temperature 15.0 720 > th dose independent rect. 5 15
543 162.87 temperature 15.0 1440 < th dose dependent rect. 24 1
545 162.88 precipitation 0.1 1440 > th dose independent rect. 1 12
548 162.89 temperature 15.0 720 > th dose independent rect. 8 19
551 162.90 temperature 15.0 1440 < th dose independent sin 20 NA
552 162.90 precipitation 0.1 1440 > th dose dependent rect. 21 16
559 162.92 temperature 15.0 1440 > th dose independent sin 20 NA
568 162.94 precipitation 0.1 1440 > th dose independent rect. 1 10
594 162.97 temperature 15.0 1440 < th dose independent rect. 24 1
615 163.01 temperature 20.0 720 < th dose independent rect. 11 3
618 163.01 temperature 20.0 720 < th dose dependent rect. 12 1
630 163.02 temperature 15.0 720 > th dose independent rect. 7 22
636 163.03 precipitation 0.1 1440 < th dose independent rect. 24 12
638 163.03 precipitation 0.1 1440 < th dose dependent rect. 24 12
664 163.07 atmosphere 1015.0 1440 < th dose independent rect. 24 10
675 163.09 precipitation 0.1 1440 < th dose independent rect. 22 14
678 163.09 precipitation 0.1 720 > th dose dependent rect. 6 9
681 163.09 precipitation 0.1 1440 < th dose dependent rect. 22 14
686 163.10 precipitation 0.1 720 > th dose dependent rect. 5 13
704 163.12 temperature 15.0 720 > th dose independent rect. 17 18
705 163.12 temperature 15.0 1440 < th dose dependent rect. 22 6
713 163.14 precipitation 0.1 1440 > th dose independent rect. 4 9
716 163.14 temperature 15.0 1440 > th dose independent rect. 10 20
727 163.15 wind 7.0 1440 > th dose independent rect. 4 4
736 163.16 precipitation 0.1 720 > th dose independent rect. 6 12
751 163.17 temperature 15.0 1440 > th dose independent rect. 1 21
773 163.19 temperature 15.0 1440 > th dose independent rect. 12 18
809 163.23 humidity 90.0 1440 < th dose independent rect. 9 3
838 163.26 wind 7.0 1440 > th dose independent rect. 7 1
848 163.26 precipitation 0.1 1440 > th dose dependent rect. 20 20
866 163.29 wind 1.0 720 < th dose independent rect. 10 4
873 163.29 precipitation 0.1 1440 < th dose independent rect. 20 20
878 163.29 precipitation 0.1 1440 < th dose dependent rect. 20 20
890 163.31 wind 1.0 720 < th dose independent rect. 9 6
897 163.31 temperature 15.0 1440 < th dose dependent no NA NA
899 163.31 humidity 80.0 1440 < th dose dependent rect. 20 13
900 163.31 temperature 15.0 1440 < th dose dependent rect. 17 18
931 163.31 temperature 15.0 1440 < th dose dependent rect. 21 23
932 163.32 wind 1.0 720 > th dose independent rect. 13 2
954 163.33 precipitation 0.1 1440 > th dose independent rect. 20 20