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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.

Os08g0390500

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

Description :


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 3.27 (0.0267) R2 : 0.000367
β1 : -- (--) R2dD : -- R2D : --
β2 : -- (--) R2dC : -- R2C : --
β3 : -- (--) R2dE : -- R2E : --
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : 0.023 (0.0563) R2dN8 : 0.000474 R2N8 : 0.000367
σ : 0.503
deviance : 116.33
__
_____
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 = precipitation, 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
103.28 0.477 3.42 -0.645 0.136 5 -0.392 -15.7 0.0849 13.2 0.3165 1358 -- --
113.29 0.496 3.26 -0.0182 0.0824 1.47 -0.532 -- 0.0524 13.9 1.503 60 -- --
103.53 0.474 3.43 -0.672 0.153 5.04 -- -16 0.0733 11.5 0.3723 1352 -- --
113.54 0.496 3.26 -0.048 0.136 1.27 -- -- 0.0244 11.5 1.5 59 -- --
104.74 0.477 3.45 -0.831 -- 5.73 -- -18.5 0.0684 -- 0.3975 1353 -- --
114.76 0.502 3.26 -0.0253 0.113 -- -0.432 -- 0.0232 13.7 -- -- -- --
115.29 0.503 3.26 -0.04 0.125 -- -- -- 0.0197 11.8 -- -- -- --
114.59 0.499 3.27 -0.0573 -- 1.19 -- -- 0.0215 -- 1.5 61 -- --
113.61 0.496 3.26 -- 0.13 1.21 -- -- 0.0288 11.3 1.5 59 -- --
116.28 0.504 3.27 -0.0437 -- -- -- -- 0.0182 -- -- -- -- --
115.33 0.502 3.26 -- 0.126 -- -- -- 0.0242 11.8 -- -- -- --
114.68 0.499 3.26 -- -- 1.18 -- -- 0.0278 -- 1.5 143 -- --
116.33 0.503 3.27 -- -- -- -- -- 0.023 -- -- -- -- --

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 99.38 wind 9.0 43200 > th dose dependent rect. 20 1
2 100.72 wind 9.0 43200 > th dose independent rect. 20 1
4 101.31 precipitation 0.1 1440 < th dose independent rect. 6 12
5 101.31 precipitation 0.1 1440 < th dose dependent rect. 6 12
6 101.35 precipitation 0.1 1440 > th dose independent rect. 6 12
7 101.36 precipitation 0.1 1440 > th dose dependent rect. 6 12
8 101.38 atmosphere 1000.0 1440 < th dose dependent rect. 10 1
12 101.42 wind 9.0 43200 < th dose independent rect. 20 1
23 101.82 precipitation 0.1 1440 < th dose independent rect. 9 9
24 101.82 precipitation 0.1 1440 < th dose dependent rect. 9 9
36 102.05 atmosphere 1000.0 1440 < th dose independent rect. 9 2
37 102.05 atmosphere 1000.0 1440 > th dose independent rect. 8 4
40 102.15 atmosphere 1000.0 1440 > th dose independent rect. 10 1
60 102.43 precipitation 0.1 1440 > th dose dependent rect. 20 22
85 102.69 precipitation 0.1 1440 > th dose dependent rect. 23 19
92 102.72 precipitation 0.1 1440 < th dose independent rect. 14 4
93 102.72 precipitation 0.1 1440 > th dose dependent sin 22 NA
94 102.72 precipitation 0.1 1440 < th dose dependent rect. 14 4
107 102.81 precipitation 0.1 1440 > th dose dependent rect. 6 21
142 103.00 humidity 70.0 43200 < th dose independent rect. 8 1
168 103.17 precipitation 0.1 1440 > th dose independent rect. 15 3
199 103.40 wind 9.0 14400 > th dose dependent rect. 19 11
225 103.51 wind 9.0 14400 > th dose dependent rect. 19 6
237 103.58 temperature 10.0 270 > th dose dependent sin 7 NA
251 103.64 precipitation 0.1 1440 > th dose independent rect. 6 16
253 103.64 temperature 10.0 720 > th dose dependent rect. 21 10
257 103.65 precipitation 0.1 1440 > th dose independent rect. 6 20
264 103.67 humidity 70.0 43200 > th dose independent rect. 8 1
270 103.68 precipitation 0.1 1440 < th dose independent rect. 6 20
271 103.68 precipitation 0.1 1440 < th dose dependent rect. 6 20
274 103.69 precipitation 0.1 4320 > th dose dependent rect. 16 3
283 103.73 temperature 30.0 270 < th dose dependent sin 7 NA
315 103.84 precipitation 0.1 1440 < th dose independent rect. 9 18
321 103.84 precipitation 0.1 1440 < th dose dependent rect. 9 18
334 103.88 precipitation 0.1 1440 > th dose dependent rect. 12 6
343 103.90 temperature 10.0 720 > th dose dependent rect. 19 14
353 103.94 wind 9.0 14400 > th dose independent rect. 19 6
371 103.99 wind 9.0 14400 > th dose independent rect. 19 15
373 103.99 temperature 30.0 720 < th dose dependent rect. 22 8
377 104.00 wind 9.0 14400 > th dose independent rect. 19 9
379 104.00 temperature 10.0 10 > th dose dependent rect. 11 23
393 104.03 temperature 10.0 720 > th dose dependent rect. 21 8
395 104.04 humidity 50.0 43200 > th dose independent rect. 14 1
398 104.05 precipitation 0.1 1440 < th dose independent sin 21 NA
403 104.05 precipitation 0.1 1440 < th dose dependent sin 21 NA
406 104.06 wind 9.0 14400 < th dose independent rect. 19 6
414 104.08 precipitation 0.1 1440 > th dose independent sin 21 NA
430 104.11 wind 9.0 14400 < th dose independent rect. 19 9
482 104.25 temperature 30.0 270 < th dose dependent rect. 23 12
486 104.27 wind 9.0 14400 < th dose independent rect. 19 15
493 104.28 temperature 25.0 720 < th dose dependent sin 10 NA
519 104.33 wind 9.0 14400 < th dose independent rect. 19 13
523 104.34 precipitation 0.1 1440 < th dose independent rect. 14 13
528 104.34 precipitation 0.1 1440 < th dose dependent rect. 14 13
529 104.35 humidity 50.0 43200 < th dose independent rect. 14 1
536 104.35 temperature 15.0 270 > th dose dependent rect. 21 18
562 104.41 temperature 25.0 720 < th dose dependent rect. 17 18
574 104.44 precipitation 0.1 4320 > th dose independent rect. 17 2
583 104.45 precipitation 0.1 1440 < th dose independent rect. 24 18
585 104.45 precipitation 0.1 1440 < th dose dependent rect. 24 18
592 104.46 temperature 25.0 720 < th dose dependent rect. 21 19
594 104.47 humidity 90.0 14400 > th dose independent rect. 21 1
605 104.48 temperature 30.0 270 < th dose dependent rect. 1 10
610 104.49 precipitation 0.1 4320 < th dose independent rect. 17 2
614 104.49 precipitation 0.1 4320 < th dose dependent rect. 17 2
617 104.49 temperature 15.0 270 > th dose dependent rect. 22 16
676 104.57 humidity 50.0 43200 > th dose independent rect. 10 5
678 104.57 precipitation 0.1 1440 > th dose dependent rect. 14 21
690 104.59 temperature 15.0 270 > th dose dependent rect. 20 20
702 104.61 temperature 25.0 270 < th dose dependent rect. 3 8
717 104.63 humidity 50.0 43200 < th dose independent rect. 10 5
719 104.63 precipitation 0.1 1440 > th dose independent rect. 24 18
728 104.64 precipitation 0.1 1440 > th dose dependent rect. 14 13
775 104.69 precipitation 0.1 1440 > th dose dependent rect. 24 22
781 104.70 humidity 90.0 14400 > th dose dependent rect. 21 1
790 104.71 precipitation 0.1 1440 > th dose independent rect. 20 22
798 104.72 precipitation 0.1 1440 > th dose independent rect. 14 13
811 104.74 precipitation 0.1 1440 < th dose independent rect. 20 22
812 104.74 temperature 10.0 720 > th dose dependent sin 10 NA
818 104.74 precipitation 0.1 1440 > th dose dependent rect. 12 15
824 104.74 precipitation 0.1 1440 < th dose dependent rect. 20 22
828 104.75 humidity 80.0 4320 < th dose independent rect. 17 1
835 104.75 precipitation 0.1 1440 > th dose dependent no NA NA
893 104.80 temperature 10.0 720 > th dose dependent rect. 17 16
901 104.81 humidity 50.0 43200 < th dose dependent rect. 13 1
902 104.81 temperature 30.0 720 < th dose dependent rect. 23 4
953 104.86 humidity 90.0 14400 < th dose independent rect. 21 1
972 104.87 humidity 80.0 14400 > th dose dependent rect. 1 6