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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.

Os01g0845000

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

Description : Protein of unknown function DUF668 family protein.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 3.53 (0.0348) R2 : 0.134
β1 : 0.941 (0.127) R2dD : 0.108 R2D : 0.0618
β2 : -- (--) R2dC : -- R2C : --
β3 : -- (--) R2dE : -- R2E : --
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : 0.395 (0.0743) R2dN8 : 0.072 R2N8 : 0.0263
σ : 0.653
deviance : 195.36
__
_____
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 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
162.82 0.6 3.52 0.865 0.332 0.735 1.89 1.39 0.442 17 69.61 8 -- --
167.03 0.607 3.52 0.945 0.259 0.65 1.41 -- 0.449 18.7 69.61 8 -- --
169.93 0.612 3.52 0.894 0.303 0.691 -- 0.689 0.454 17.5 70 7 -- --
171.74 0.614 3.52 0.923 0.311 0.722 -- -- 0.463 17.4 70 7 -- --
173.36 0.617 3.52 0.889 -- 0.544 -- 0.708 0.435 -- 70 7 -- --
182.95 0.634 3.54 0.955 0.416 -- 0.626 -- 0.393 23.6 -- -- -- --
184.28 0.636 3.54 0.927 0.42 -- -- -- 0.388 0.381 -- -- -- --
175.28 0.619 3.52 0.919 -- 0.568 -- -- 0.442 -- 69.65 7 -- --
194.06 0.649 3.54 -- 0.301 0.714 -- -- 0.368 17.7 73 8 -- --
195.36 0.653 3.53 0.941 -- -- -- -- 0.395 -- -- -- -- --
206.93 0.673 3.56 -- 0.433 -- -- -- 0.285 0.491 -- -- -- --
197.4 0.657 3.54 -- -- 0.578 -- -- 0.351 -- 73 8 -- --
218.73 0.69 3.55 -- -- -- -- -- 0.291 -- -- -- -- --

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
1 161.07 humidity 60.0 90 > th dose dependent rect. 15 16
6 161.93 humidity 70.0 10 > th dose dependent rect. 21 23
9 162.16 temperature 10.0 90 > th dose dependent rect. 7 17
12 162.19 humidity 70.0 10 > th dose dependent rect. 9 23
21 162.38 humidity 70.0 10 > th dose dependent rect. 14 22
27 162.52 humidity 50.0 270 > th dose dependent rect. 11 19
38 162.64 temperature 25.0 10 > th dose independent rect. 5 1
39 162.66 radiation 1.0 270 > th dose independent rect. 16 22
51 162.80 temperature 10.0 10 > th dose dependent rect. 8 16
62 162.97 humidity 70.0 10 > th dose dependent no NA NA
70 163.06 humidity 70.0 10 > th dose dependent rect. 17 23
75 163.09 temperature 25.0 90 > th dose dependent rect. 17 21
87 163.18 humidity 70.0 90 > th dose dependent rect. 24 23
123 163.46 humidity 70.0 10 > th dose dependent rect. 24 23
159 163.77 humidity 70.0 10 > th dose dependent rect. 19 23
167 163.83 temperature 25.0 10 > th dose dependent rect. 18 20
221 164.15 humidity 90.0 90 < th dose independent rect. 7 17
248 164.39 humidity 70.0 10 > th dose dependent rect. 24 20
254 164.42 humidity 90.0 90 < th dose dependent rect. 17 21
260 164.46 humidity 80.0 90 > th dose independent rect. 15 16
282 164.66 humidity 80.0 270 > th dose independent rect. 11 19
284 164.67 temperature 30.0 270 < th dose independent rect. 13 17
291 164.70 humidity 90.0 270 < th dose independent rect. 3 19
303 164.78 temperature 15.0 10 > th dose dependent rect. 7 7
327 164.94 precipitation 0.1 270 < th dose independent rect. 15 23
329 164.94 precipitation 0.1 270 < th dose dependent rect. 15 23
330 164.95 temperature 25.0 30 > th dose independent rect. 7 15
336 164.99 humidity 80.0 90 < th dose independent rect. 17 21
356 165.11 precipitation 0.1 90 < th dose independent sin 0 NA
357 165.11 precipitation 0.1 90 < th dose dependent sin 0 NA
389 165.22 temperature 30.0 270 < th dose independent rect. 11 19
392 165.23 temperature 25.0 90 > th dose independent rect. 5 17
403 165.28 radiation 1.0 270 < th dose independent rect. 21 22
425 165.35 temperature 25.0 10 > th dose dependent sin 7 NA
434 165.39 humidity 90.0 10 < th dose independent rect. 7 15
471 165.50 humidity 50.0 270 > th dose dependent sin 11 NA
478 165.52 precipitation 0.1 90 > th dose independent rect. 4 15
494 165.59 humidity 80.0 30 > th dose independent rect. 24 20
503 165.63 temperature 15.0 270 > th dose dependent rect. 6 5
517 165.68 humidity 80.0 30 > th dose independent rect. 21 23
521 165.69 humidity 80.0 90 > th dose independent rect. 12 21
525 165.71 humidity 80.0 30 < th dose independent rect. 19 19
552 165.78 precipitation 0.1 90 > th dose independent sin 0 NA
561 165.81 humidity 80.0 30 > th dose independent rect. 24 23
574 165.84 precipitation 0.1 270 > th dose independent rect. 13 5
587 165.88 atmosphere 1010.0 10 < th dose independent rect. 6 8
655 166.02 temperature 25.0 90 > th dose independent rect. 5 8
735 166.21 humidity 80.0 90 > th dose independent rect. 12 23
795 166.33 precipitation 0.1 270 < th dose independent rect. 3 23
799 166.33 precipitation 0.1 270 < th dose dependent rect. 3 23
803 166.35 temperature 25.0 90 < th dose independent rect. 1 20
833 166.42 precipitation 0.1 90 > th dose independent rect. 10 9
917 166.57 humidity 70.0 10 > th dose dependent rect. 3 23
993 166.74 precipitation 0.1 270 > th dose dependent sin 1 NA