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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.

Os07g0573600

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

Description : REX1 DNA Repair family protein.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 10.3 (0.0224) R2 : 0.463
β1 : -- (--) R2dD : -- R2D : --
β2 : 1.15 (0.0583) R2dC : 0.463 R2C : 0.46
β3 : -- (--) R2dE : -- R2E : --
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : 0.0657 (0.0472) R2dN8 : 0.00295 R2N8 : -0.00041
σ : 0.423
deviance : 81.91
__
_____
C
peak time of C : 16.8
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
61.15 0.367 9.37 -1.47 1.15 -26.5 0.783 -55.2 0.0712 16.8 14.97 4957 -- --
66.47 0.383 10.3 0.731 1.16 -0.0462 0.675 -- 0.144 16.8 14.7 97 -- --
62.21 0.367 9.39 -1.47 1.16 -26.5 -- -55.1 0.0676 16.8 14.93 5436 -- --
64.24 0.373 10.3 0.623 1.07 -0.247 -- -- 0.122 16.9 28.3 33 -- --
132.6 0.536 9.37 -1.54 -- -26.5 -- -55.1 0.032 -- 14.9 6121 -- --
66.48 0.382 10.3 0.732 1.16 -- 0.673 -- 0.144 16.8 -- -- -- --
67.66 0.385 10.3 0.735 1.17 -- -- -- 0.148 16.8 -- -- -- --
94.1 0.452 10.3 0.705 -- -0.725 -- -- 0.00166 -- 26.6 256 -- --
75.1 0.404 10.3 -- 0.95 -0.361 -- -- 0.0346 17.2 28.3 48 -- --
139.67 0.552 10.2 0.692 -- -- -- -- 0.117 -- -- -- -- --
81.91 0.423 10.3 -- 1.15 -- -- -- 0.0657 16.8 -- -- -- --
98.25 0.462 10.3 -- -- -0.841 -- -- -0.157 -- 26.38 265 -- --
152.29 0.576 10.3 -- -- -- -- -- 0.0406 -- -- -- -- --

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 55.09 temperature 10.0 10 > th dose dependent rect. 9 18
7 55.97 temperature 10.0 43200 > th dose independent rect. 10 6
10 56.29 temperature 10.0 43200 > th dose independent rect. 10 8
13 56.42 atmosphere 1000.0 10 > th dose dependent rect. 3 6
18 56.68 precipitation 0.1 10 < th dose independent rect. 9 18
19 56.68 precipitation 0.1 10 < th dose dependent rect. 9 18
24 56.73 precipitation 0.1 10 < th dose independent rect. 3 6
25 56.73 precipitation 0.1 10 < th dose dependent rect. 3 6
26 56.74 wind 5.0 30 < th dose independent rect. 3 6
48 56.92 temperature 10.0 10 > th dose independent rect. 3 6
50 56.92 temperature 30.0 10 < th dose independent rect. 3 6
51 56.92 humidity 50.0 10 > th dose independent rect. 3 6
53 56.92 atmosphere 995.0 10 > th dose independent rect. 3 6
54 56.92 atmosphere 1015.0 10 < th dose independent rect. 3 6
56 56.92 temperature 10.0 10 > th dose independent rect. 9 18
57 56.93 wind 9.0 10 < th dose independent rect. 9 18
72 57.01 temperature 10.0 1440 > th dose independent rect. 3 7
79 57.01 atmosphere 995.0 1440 > th dose independent rect. 3 7
82 57.01 temperature 10.0 1440 > th dose independent rect. 10 17
111 57.15 temperature 10.0 10 > th dose dependent rect. 9 15
114 57.19 wind 9.0 10 < th dose dependent rect. 3 6
122 57.26 temperature 30.0 90 < th dose dependent rect. 3 17
132 57.35 atmosphere 995.0 10 > th dose independent rect. 9 18
135 57.40 radiation 40.0 30 < th dose independent rect. 3 6
159 57.53 atmosphere 1015.0 1440 < th dose independent rect. 4 6
228 57.85 temperature 30.0 10 < th dose dependent rect. 4 16
233 57.91 radiation 1.0 30 > th dose independent rect. 9 9
239 57.95 temperature 10.0 10 > th dose dependent rect. 3 6
245 58.02 humidity 50.0 30 > th dose independent rect. 9 18
247 58.03 wind 5.0 270 < th dose independent rect. 3 2
251 58.07 temperature 10.0 270 > th dose dependent rect. 6 8
272 58.21 precipitation 0.1 270 < th dose independent rect. 3 2
274 58.21 wind 1.0 270 > th dose independent rect. 11 9
275 58.21 precipitation 0.1 270 < th dose independent rect. 5 22
276 58.21 precipitation 0.1 270 < th dose dependent rect. 3 2
278 58.21 precipitation 0.1 270 < th dose dependent rect. 5 22
280 58.22 temperature 10.0 10 > th dose dependent rect. 9 6
283 58.24 atmosphere 1005.0 10 > th dose independent rect. 3 6
292 58.28 temperature 30.0 270 < th dose dependent rect. 3 2
297 58.31 radiation 1.0 270 < th dose dependent rect. 3 2
307 58.35 temperature 10.0 270 > th dose dependent rect. 9 1
308 58.36 humidity 50.0 1440 > th dose independent rect. 3 7
313 58.39 wind 1.0 270 > th dose independent rect. 1 5
318 58.40 temperature 10.0 270 > th dose independent rect. 3 2
320 58.40 temperature 30.0 270 < th dose independent rect. 3 2
321 58.40 humidity 50.0 270 > th dose independent rect. 3 2
324 58.40 atmosphere 995.0 270 > th dose independent rect. 3 2
325 58.40 atmosphere 1010.0 270 < th dose independent rect. 3 2
327 58.40 radiation 20.0 270 < th dose independent rect. 3 2
330 58.40 temperature 10.0 270 > th dose independent rect. 5 22
346 58.42 wind 3.0 4320 < th dose independent rect. 8 1
347 58.42 wind 1.0 270 > th dose independent rect. 2 3
349 58.42 radiation 30.0 270 < th dose dependent rect. 3 2
363 58.48 radiation 1.0 270 < th dose independent rect. 3 2
370 58.49 wind 9.0 270 < th dose independent rect. 5 22
389 58.53 wind 3.0 4320 > th dose independent rect. 8 1
434 58.57 temperature 10.0 90 > th dose dependent rect. 8 9
442 58.60 wind 1.0 270 > th dose independent rect. 3 1
451 58.63 atmosphere 1000.0 90 > th dose independent rect. 20 7
507 58.69 wind 1.0 270 > th dose independent rect. 24 7
523 58.72 temperature 15.0 10 > th dose dependent rect. 9 9
526 58.73 temperature 10.0 270 > th dose independent rect. 11 9
527 58.73 atmosphere 1015.0 270 < th dose independent rect. 11 9
528 58.73 temperature 10.0 270 > th dose independent rect. 20 15
529 58.73 atmosphere 995.0 270 > th dose independent rect. 20 15
547 58.75 radiation 40.0 270 < th dose dependent rect. 1 6
561 58.78 humidity 50.0 270 > th dose independent rect. 20 15
562 58.78 temperature 15.0 270 > th dose independent rect. 2 17
565 58.79 atmosphere 1000.0 270 > th dose independent rect. 20 5
568 58.79 wind 9.0 270 < th dose independent rect. 20 15
570 58.80 radiation 40.0 4320 < th dose independent rect. 16 5
582 58.83 radiation 40.0 90 < th dose dependent rect. 13 20
604 58.86 wind 1.0 30 > th dose independent rect. 2 7
605 58.86 radiation 30.0 270 < th dose independent rect. 13 17
614 58.87 radiation 40.0 90 < th dose dependent rect. 3 6
630 58.89 wind 1.0 270 > th dose independent rect. 1 18
632 58.89 atmosphere 1015.0 10 < th dose independent rect. 9 18
634 58.89 wind 9.0 270 < th dose dependent rect. 3 2
635 58.89 temperature 30.0 90 < th dose dependent rect. 3 5
662 58.93 wind 1.0 30 > th dose independent rect. 9 18
712 58.97 wind 9.0 270 < th dose dependent rect. 6 8
713 58.98 precipitation 0.1 270 < th dose independent rect. 6 9
714 58.98 humidity 50.0 270 > th dose dependent rect. 3 2
717 58.98 precipitation 0.1 270 < th dose dependent rect. 6 9
721 58.99 wind 9.0 270 < th dose independent rect. 6 9
722 58.99 wind 9.0 270 < th dose independent rect. 11 9
723 58.99 precipitation 0.1 270 < th dose independent rect. 20 15
728 58.99 precipitation 0.1 270 < th dose dependent rect. 20 15
735 59.01 temperature 10.0 270 > th dose independent rect. 19 7
736 59.01 temperature 30.0 270 < th dose independent rect. 19 7
737 59.01 humidity 50.0 270 > th dose independent rect. 19 7
739 59.01 radiation 1.0 270 < th dose independent rect. 19 7
746 59.01 atmosphere 1015.0 270 < th dose independent rect. 2 17
747 59.01 wind 5.0 4320 < th dose dependent rect. 8 1
752 59.01 radiation 1.0 270 < th dose dependent rect. 19 7
766 59.03 wind 9.0 270 < th dose independent rect. 19 7
794 59.09 wind 3.0 4320 > th dose independent rect. 6 3
795 59.09 wind 3.0 4320 < th dose independent rect. 6 3
799 59.09 temperature 15.0 270 > th dose dependent rect. 8 3
811 59.10 precipitation 0.1 270 < th dose independent rect. 19 7
815 59.10 precipitation 0.1 270 < th dose dependent rect. 19 7
825 59.13 temperature 10.0 270 > th dose independent rect. 6 9
826 59.13 atmosphere 1015.0 270 < th dose independent rect. 6 9
827 59.13 temperature 10.0 270 > th dose independent rect. 15 15
858 59.15 wind 9.0 270 < th dose independent rect. 15 15
869 59.16 radiation 40.0 270 < th dose dependent rect. 15 15
870 59.16 radiation 40.0 270 < th dose dependent rect. 13 17
891 59.18 radiation 1.0 270 < th dose dependent rect. 2 16
905 59.20 atmosphere 995.0 270 > th dose independent rect. 6 9
906 59.20 wind 9.0 270 < th dose independent rect. 2 17
919 59.21 atmosphere 995.0 30 > th dose dependent rect. 9 18
945 59.23 radiation 1.0 270 < th dose independent rect. 2 16
948 59.23 atmosphere 995.0 270 > th dose independent rect. 6 19
959 59.23 radiation 10.0 14400 < th dose dependent rect. 21 7
963 59.24 atmosphere 1000.0 270 > th dose independent rect. 21 3
977 59.26 wind 9.0 1440 < th dose independent rect. 3 6
988 59.26 precipitation 0.1 270 < th dose independent rect. 2 17
998 59.26 precipitation 0.1 270 < th dose dependent rect. 2 17