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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.

Os01g0818000

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

Description : Auxin Efflux Carrier family protein.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 5.65 (0.0276) R2 : 0.776
β1 : -0.568 (0.1) R2dD : 0.0162 R2D : 0.00317
β2 : 2.61 (0.069) R2dC : 0.715 R2C : 0.708
β3 : 0.00338 (0.111) R2dE : 1.26e-05 R2E : -0.00151
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : 3.81 (0.43) R2dD*E : 0.0461 R2D*E : 0.0443
γ1 : -0.335 (0.0592) R2dN8 : 0.0209 R2N8 : -0.0052
σ : 0.503
deviance : 116.69
__
_____
C
peak time of C : 7.77
E
wheather : radiation
threshold : 10
memory length : 1566
response mode : < th
dose dependency : dose independent
G
type of G : no
peak or start time of G : --
open length of G : --

__

Dependence on each variable

Residual plot

Process of the parameter reduction
(fixed parameters. wheather = radiation, 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
115.02 0.504 5.65 -0.544 2.61 -0.0338 -0.966 3.69 -0.331 7.78 9.992 1481 -- --
133.76 0.543 5.68 -0.42 2.68 0.225 -0.978 -- -0.312 8.08 20.07 1745 -- --
116.69 0.503 5.65 -0.568 2.61 0.00338 -- 3.81 -0.335 7.77 10 1566 -- --
136.31 0.544 5.67 -0.384 2.59 0.311 -- -- -0.294 7.96 40.08 1832 -- --
448.17 0.991 5.73 -0.302 -- -0.746 -- 0.965 -0.201 -- 9.7 1512 -- --
135.93 0.547 5.69 -0.454 2.61 -- -1.08 -- -0.318 7.87 -- -- -- --
139.31 0.553 5.69 -0.482 2.61 -- -- -- -0.317 7.87 -- -- -- --
415.39 0.953 5.75 -0.398 -- -0.94 -- -- -0.256 -- 5.18 1554 -- --
139.11 0.549 5.66 -- 2.49 0.414 -- -- -0.158 7.89 40 2433 -- --
510.41 1.06 5.75 -0.453 -- -- -- -- -0.282 -- -- -- -- --
145.45 0.564 5.67 -- 2.61 -- -- -- -0.264 7.88 -- -- -- --
357.28 0.88 5.57 -- -- 1.58 -- -- 0.0645 -- 40.07 849 -- --
515.83 1.06 5.74 -- -- -- -- -- -0.232 -- -- -- -- --

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
1 109.45 humidity 80.0 43200 > th dose dependent rect. 10 1
2 109.58 wind 1.0 14400 < th dose independent rect. 19 11
3 109.59 precipitation 0.1 14400 < th dose independent rect. 13 1
4 109.59 precipitation 0.1 14400 < th dose dependent rect. 13 1
5 109.78 precipitation 0.1 14400 > th dose independent rect. 13 1
6 109.80 wind 1.0 14400 > th dose independent rect. 19 11
8 110.36 humidity 90.0 14400 > th dose independent rect. 13 15
9 110.37 humidity 90.0 43200 < th dose independent rect. 9 1
10 110.37 humidity 90.0 14400 > th dose independent rect. 15 13
12 110.39 radiation 40.0 4320 < th dose dependent rect. 18 5
23 110.51 humidity 80.0 14400 < th dose independent rect. 14 2
25 110.53 humidity 90.0 43200 < th dose independent rect. 17 3
29 110.55 humidity 90.0 14400 > th dose independent sin 15 NA
33 110.58 humidity 90.0 43200 < th dose independent rect. 19 1
36 110.60 radiation 40.0 4320 < th dose dependent rect. 18 2
38 110.64 wind 1.0 14400 > th dose independent rect. 21 9
44 110.67 humidity 90.0 43200 > th dose independent rect. 9 1
54 110.74 humidity 90.0 14400 > th dose independent rect. 13 19
60 110.77 precipitation 0.1 14400 > th dose dependent rect. 13 1
103 111.08 humidity 70.0 14400 > th dose dependent rect. 14 1
104 111.08 radiation 30.0 4320 < th dose dependent rect. 18 8
108 111.11 humidity 80.0 14400 > th dose independent rect. 14 2
136 111.19 humidity 90.0 43200 > th dose independent rect. 19 1
149 111.26 humidity 90.0 14400 > th dose independent rect. 5 23
162 111.29 humidity 90.0 14400 > th dose independent rect. 7 23
165 111.30 humidity 90.0 14400 > th dose independent rect. 3 23
172 111.32 humidity 90.0 14400 > th dose independent no NA NA
176 111.32 humidity 90.0 14400 > th dose independent rect. 23 23
177 111.33 humidity 90.0 14400 > th dose independent rect. 1 23
190 111.37 precipitation 0.1 43200 < th dose independent rect. 19 1
192 111.37 precipitation 0.1 43200 < th dose dependent rect. 19 1
203 111.42 humidity 90.0 14400 > th dose independent rect. 21 23
204 111.42 temperature 30.0 14400 < th dose dependent rect. 13 2
217 111.47 humidity 90.0 14400 > th dose independent rect. 19 23
233 111.57 precipitation 0.1 43200 > th dose independent rect. 19 1
249 111.65 humidity 90.0 43200 > th dose independent rect. 16 6
251 111.66 humidity 90.0 43200 > th dose independent rect. 17 4
269 111.74 humidity 90.0 14400 < th dose independent rect. 13 13
295 111.83 humidity 80.0 43200 > th dose dependent rect. 17 1
326 111.97 humidity 90.0 14400 < th dose independent sin 16 NA
330 111.97 humidity 80.0 14400 > th dose dependent rect. 13 6
346 112.01 humidity 90.0 14400 > th dose dependent rect. 13 14
361 112.06 humidity 90.0 14400 > th dose dependent rect. 15 12
369 112.08 humidity 90.0 14400 > th dose dependent rect. 4 22
376 112.10 humidity 90.0 14400 < th dose independent rect. 8 20
377 112.10 humidity 90.0 14400 > th dose dependent rect. 1 21
382 112.11 humidity 90.0 14400 > th dose dependent rect. 12 22
383 112.12 humidity 90.0 14400 > th dose dependent rect. 12 20
387 112.13 humidity 90.0 14400 > th dose dependent sin 15 NA
412 112.17 temperature 25.0 14400 < th dose independent rect. 17 1
429 112.20 humidity 80.0 43200 > th dose independent rect. 10 5
430 112.20 humidity 80.0 43200 > th dose independent rect. 10 7
435 112.20 temperature 15.0 14400 > th dose dependent rect. 7 1
466 112.25 temperature 30.0 14400 < th dose dependent rect. 7 1
488 112.28 humidity 90.0 14400 < th dose independent rect. 13 21
504 112.30 humidity 90.0 14400 > th dose dependent rect. 9 23
509 112.31 humidity 90.0 14400 > th dose dependent no NA NA
512 112.31 humidity 90.0 14400 > th dose dependent rect. 15 23
518 112.32 temperature 20.0 14400 > th dose dependent rect. 14 1
523 112.33 radiation 1.0 14400 < th dose independent rect. 7 5
533 112.34 wind 3.0 43200 < th dose independent rect. 8 1
539 112.35 radiation 1.0 4320 > th dose dependent rect. 18 1
553 112.36 temperature 20.0 14400 > th dose independent rect. 18 1
559 112.36 humidity 90.0 14400 < th dose independent rect. 24 22
620 112.43 temperature 15.0 14400 > th dose dependent rect. 24 1
627 112.43 humidity 90.0 14400 > th dose dependent rect. 19 23
643 112.46 radiation 1.0 14400 > th dose independent rect. 7 5
645 112.46 temperature 25.0 14400 < th dose independent rect. 6 12
669 112.49 temperature 20.0 14400 < th dose independent rect. 18 7
712 112.52 temperature 30.0 14400 < th dose dependent rect. 24 17
715 112.53 humidity 90.0 14400 < th dose independent no NA NA
720 112.53 temperature 25.0 14400 > th dose independent rect. 6 12
735 112.54 temperature 30.0 14400 < th dose dependent rect. 24 1
740 112.55 temperature 20.0 14400 < th dose independent rect. 20 1
751 112.56 radiation 10.0 4320 < th dose independent rect. 17 2
752 112.56 temperature 20.0 14400 < th dose independent rect. 20 3
756 112.56 radiation 10.0 4320 < th dose independent rect. 17 8
759 112.56 temperature 25.0 14400 > th dose independent rect. 6 10
767 112.57 radiation 10.0 4320 < th dose independent rect. 17 6
768 112.57 humidity 80.0 43200 < th dose independent rect. 10 7
774 112.57 temperature 30.0 14400 < th dose dependent rect. 6 12
785 112.58 precipitation 0.1 43200 > th dose dependent rect. 19 1
824 112.60 humidity 80.0 43200 > th dose dependent rect. 9 9
829 112.60 temperature 30.0 14400 < th dose dependent rect. 12 15
871 112.63 radiation 1.0 14400 < th dose independent rect. 7 2
880 112.63 humidity 90.0 14400 > th dose dependent rect. 6 2
894 112.64 atmosphere 1005.0 43200 < th dose independent rect. 18 1
909 112.64 temperature 30.0 14400 < th dose dependent rect. 12 21
937 112.66 temperature 30.0 14400 < th dose dependent sin 0 NA
947 112.66 temperature 30.0 14400 < th dose dependent rect. 7 21
998 112.69 humidity 90.0 14400 < th dose independent rect. 21 23