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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.

Os06g0710300

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

Description : Uncharacterized protein UPF0114 family protein.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 14 (0.0269) R2 : 0.479
β1 : -- (--) R2dD : -- R2D : --
β2 : 0.767 (0.0661) R2dC : 0.165 R2C : 0.247
β3 : -1.32 (0.105) R2dE : 0.206 R2E : 0.278
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : -0.295 (0.0567) R2dN8 : 0.0394 R2N8 : 0.0182
σ : 0.504
deviance : 116.97
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_____
C
peak time of C : 11.4
E
wheather : humidity
threshold : 81.24
memory length : 1243
response mode : < th
dose dependency : dose dependent
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 = 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
110.94 0.495 14 -0.52 0.781 -1.24 0.0792 -0.381 -0.342 11.3 82.56 1258 -- --
111.04 0.491 14 -0.488 0.764 -1.28 0.114 -- -0.336 11.4 82.65 1230 -- --
110.9 0.49 14 -0.514 0.765 -1.26 -- -0.388 -0.34 11.3 83 1232 -- --
111.09 0.491 14 -0.49 0.751 -1.29 -- -- -0.338 11.4 82.78 1229 -- --
127.56 0.526 14 -0.47 -- -1.88 -- 0.0388 -0.334 -- 86.06 1017 -- --
147.02 0.568 14 -0.689 0.974 -- 0.348 -- -0.304 11.8 -- -- -- --
147.54 0.569 14 -0.675 0.972 -- -- -- -0.303 11.8 -- -- -- --
127.54 0.526 14 -0.485 -- -1.88 -- -- -0.338 -- 86 1019 -- --
116.97 0.504 14 -- 0.767 -1.32 -- -- -0.295 11.4 81.24 1243 -- --
207.02 0.672 14 -0.703 -- -- -- -- -0.315 -- -- -- -- --
159.54 0.591 14 -- 0.98 -- -- -- -0.228 11.8 -- -- -- --
133.53 0.538 14 -- -- -1.93 -- -- -0.298 -- 85 1026 -- --
220.06 0.692 14 -- -- -- -- -- -0.237 -- -- -- -- --

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
1 110.45 humidity 80 1440 < th dose independent rect. 7 9
3 110.56 humidity 80 1440 < th dose independent rect. 7 13
8 110.95 humidity 80 1440 < th dose independent sin 1 NA
16 111.30 humidity 80 1440 > th dose independent rect. 7 14
36 111.82 humidity 80 1440 > th dose independent sin 0 NA
50 112.15 humidity 80 1440 > th dose independent rect. 7 10
86 112.79 humidity 50 1440 > th dose dependent rect. 10 12
132 113.31 humidity 50 1440 > th dose dependent sin 21 NA
139 113.36 humidity 90 1440 < th dose dependent rect. 9 13
146 113.38 humidity 60 1440 > th dose dependent rect. 11 3
156 113.48 humidity 80 1440 > th dose independent rect. 11 3
186 113.67 humidity 90 1440 < th dose dependent sin 21 NA
240 113.89 humidity 80 1440 < th dose independent rect. 11 3
324 114.28 temperature 25 1440 > th dose dependent rect. 13 1
355 114.42 humidity 80 1440 < th dose dependent rect. 11 22
373 114.49 humidity 70 1440 > th dose independent rect. 18 21
382 114.52 radiation 1 1440 < th dose dependent sin 22 NA
391 114.55 radiation 1 720 < th dose dependent rect. 5 13
395 114.56 humidity 70 1440 > th dose independent rect. 9 20
400 114.57 humidity 70 1440 > th dose independent rect. 9 18
403 114.57 humidity 50 720 > th dose dependent rect. 15 8
422 114.60 radiation 1 1440 < th dose dependent rect. 8 20
442 114.66 humidity 80 1440 < th dose dependent rect. 11 19
452 114.68 radiation 1 1440 < th dose dependent rect. 8 11
464 114.70 humidity 80 1440 < th dose dependent rect. 7 22
474 114.71 humidity 80 1440 < th dose dependent rect. 21 23
488 114.73 humidity 80 1440 < th dose dependent no NA NA
500 114.74 radiation 1 1440 < th dose dependent rect. 8 14
544 114.77 humidity 80 1440 < th dose dependent rect. 15 23
593 114.84 radiation 1 1440 < th dose dependent rect. 11 17
605 114.85 humidity 80 1440 < th dose dependent rect. 17 23
656 114.91 radiation 1 1440 < th dose dependent rect. 11 8
662 114.91 radiation 1 1440 < th dose dependent rect. 11 14
700 114.98 radiation 1 1440 < th dose dependent rect. 11 11
875 115.24 humidity 70 1440 > th dose independent rect. 11 23
882 115.25 wind 1 43200 < th dose dependent rect. 19 11
885 115.26 temperature 25 14400 > th dose independent rect. 10 2
937 115.35 wind 1 43200 < th dose dependent rect. 23 6
983 115.47 temperature 25 14400 < th dose independent rect. 10 2
985 115.47 humidity 80 720 < th dose dependent sin 13 NA