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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.

Os07g0421300

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

Description : Similar to Alpha glucosidase-like protein.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 3.39 (0.0414) R2 : 0.000549
β1 : -- (--) R2dD : -- R2D : --
β2 : -- (--) R2dC : -- R2C : --
β3 : -- (--) R2dE : -- R2E : --
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : -0.0436 (0.0871) R2dN8 : 0.000709 R2N8 : 0.000549
σ : 0.779
deviance : 278.52
__
_____
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 = humidity, 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
256.06 0.752 3.43 -0.209 0.39 -0.402 0.449 -3.03 -0.0941 22.5 69.33 644 -- --
266.06 0.76 3.39 -0.0671 0.392 -0.519 -0.177 -- -0.0412 22.5 69.9 645 -- --
256.57 0.746 3.43 -0.202 0.374 -0.362 -- -2.85 -0.0968 22.8 68.83 639 -- --
262.88 0.755 3.38 -0.041 0.398 -0.632 -- -- 0.0538 22.9 72 2050 -- --
263.3 0.756 3.41 -0.206 -- -0.156 -- -2.95 -0.0828 -- 68.89 530 -- --
271.04 0.772 3.39 -0.0977 0.337 -- 0.294 -- -0.0599 1.77 -- -- -- --
271.32 0.771 3.39 -0.107 0.337 -- -- -- -0.0611 1.41 -- -- -- --
265.67 0.759 3.38 -0.224 -- -0.932 -- -- 0.0492 -- 86.87 1725 -- --
262.71 0.755 3.38 -- 0.371 -0.656 -- -- 0.0394 23.2 71 2052 -- --
278.29 0.78 3.39 -0.0932 -- -- -- -- -0.0539 -- -- -- -- --
271.62 0.771 3.39 -- 0.335 -- -- -- -0.0492 1.4 -- -- -- --
266.77 0.761 3.36 -- -- -0.885 -- -- 0.0711 -- 86.67 1688 -- --
278.52 0.779 3.39 -- -- -- -- -- -0.0436 -- -- -- -- --

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
1 246.99 wind 1.0 43200 > th dose dependent rect. 1 1
2 247.22 wind 5.0 43200 < th dose dependent rect. 1 1
3 247.58 precipitation 0.1 14400 > th dose dependent rect. 17 1
4 247.85 wind 3.0 43200 < th dose independent rect. 1 1
5 247.85 humidity 80.0 1440 < th dose independent rect. 9 1
8 248.39 humidity 80.0 1440 > th dose independent rect. 9 1
9 248.49 wind 3.0 43200 < th dose dependent rect. 5 1
10 248.71 humidity 80.0 1440 < th dose independent rect. 7 6
11 248.79 humidity 80.0 1440 < th dose independent rect. 8 3
16 249.02 wind 3.0 14400 > th dose independent rect. 5 1
19 249.07 wind 3.0 14400 < th dose independent rect. 5 1
20 249.12 wind 3.0 43200 > th dose independent rect. 1 1
27 249.38 precipitation 0.1 14400 < th dose independent rect. 17 1
28 249.38 precipitation 0.1 14400 < th dose dependent rect. 17 1
31 249.44 humidity 80.0 1440 > th dose independent rect. 6 8
35 249.53 precipitation 0.1 14400 > th dose independent rect. 17 1
39 249.64 humidity 80.0 14400 > th dose independent rect. 6 1
40 249.66 humidity 80.0 14400 < th dose independent rect. 6 1
50 249.81 humidity 70.0 1440 > th dose dependent rect. 9 1
52 249.82 wind 3.0 14400 < th dose dependent rect. 3 4
53 249.84 wind 3.0 14400 < th dose dependent rect. 1 5
56 249.86 humidity 80.0 1440 > th dose dependent rect. 7 7
85 250.35 humidity 80.0 1440 > th dose dependent rect. 5 9
89 250.41 wind 1.0 43200 < th dose dependent rect. 12 1
132 250.78 precipitation 0.1 14400 > th dose independent rect. 15 1
133 250.78 precipitation 0.1 14400 > th dose dependent rect. 15 1
140 250.84 wind 1.0 14400 > th dose dependent rect. 5 1
146 250.91 wind 3.0 43200 < th dose dependent rect. 22 8
153 250.94 wind 3.0 14400 < th dose independent rect. 1 6
166 251.04 precipitation 0.1 14400 < th dose independent rect. 15 1
167 251.04 precipitation 0.1 14400 < th dose dependent rect. 15 1
206 251.37 humidity 60.0 14400 < th dose dependent rect. 14 2
239 251.61 wind 3.0 14400 > th dose independent rect. 1 6
281 251.84 humidity 60.0 14400 > th dose independent rect. 16 1
292 251.92 humidity 80.0 1440 < th dose independent sin 4 NA
321 252.07 precipitation 0.1 14400 > th dose dependent rect. 4 13
340 252.19 humidity 80.0 1440 > th dose independent sin 4 NA
343 252.20 wind 9.0 14400 < th dose independent rect. 10 1
373 252.42 wind 9.0 14400 > th dose independent rect. 10 1
375 252.42 humidity 60.0 14400 < th dose independent rect. 16 1
393 252.50 precipitation 0.1 14400 > th dose independent rect. 4 13
401 252.53 humidity 70.0 1440 > th dose dependent sin 4 NA
404 252.55 precipitation 0.1 14400 < th dose independent rect. 4 13
406 252.55 precipitation 0.1 14400 < th dose dependent rect. 4 13
431 252.69 humidity 80.0 14400 < th dose dependent rect. 6 1
436 252.71 humidity 60.0 14400 < th dose independent rect. 14 3
453 252.79 humidity 90.0 1440 < th dose dependent rect. 2 9
459 252.84 temperature 20.0 1440 > th dose independent rect. 3 1
477 252.92 precipitation 0.1 14400 < th dose independent rect. 4 16
481 252.92 precipitation 0.1 14400 < th dose dependent rect. 4 16
482 252.93 humidity 60.0 14400 < th dose independent rect. 14 1
483 252.94 precipitation 0.1 14400 > th dose independent rect. 4 16
522 253.05 precipitation 0.1 14400 > th dose independent rect. 9 8
531 253.09 temperature 20.0 1440 < th dose independent rect. 3 3
539 253.10 temperature 20.0 1440 < th dose independent rect. 5 1
552 253.12 wind 1.0 14400 > th dose dependent rect. 1 6
565 253.17 temperature 20.0 1440 > th dose independent rect. 5 1
571 253.18 precipitation 0.1 14400 < th dose independent rect. 9 8
574 253.18 precipitation 0.1 14400 < th dose dependent rect. 9 8
586 253.22 humidity 80.0 14400 > th dose independent rect. 13 1
604 253.28 wind 9.0 43200 > th dose dependent rect. 12 1
638 253.38 humidity 90.0 1440 < th dose dependent rect. 9 1
650 253.42 humidity 60.0 14400 < th dose dependent rect. 14 20
664 253.46 precipitation 0.1 14400 > th dose dependent rect. 9 8
792 253.72 precipitation 0.1 14400 > th dose dependent rect. 3 17
808 253.76 temperature 25.0 270 < th dose dependent rect. 12 18
896 253.97 wind 9.0 14400 < th dose independent rect. 7 4
911 253.99 precipitation 0.1 14400 > th dose dependent rect. 12 5
926 254.02 wind 3.0 14400 < th dose dependent sin 8 NA
943 254.08 humidity 80.0 14400 > th dose dependent rect. 9 1
999 254.21 temperature 20.0 270 > th dose dependent rect. 23 1