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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.

Os09g0506200

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

Description : Leucine-rich repeat 2 containing protein.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 4.91 (0.033) R2 : 0.431
β1 : -- (--) R2dD : -- R2D : --
β2 : -- (--) R2dC : -- R2C : --
β3 : 1.45 (0.112) R2dE : 0.229 R2E : 0.288
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : 0.647 (0.0719) R2dN8 : 0.142 R2N8 : 0.202
σ : 0.615
deviance : 174.21
__
_____
C
peak time of C : --
E
wheather : temperature
threshold : 18.52
memory length : 1385
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 = temperature, 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
158.7 0.592 4.86 0.766 0.315 1.1 0.218 0.336 0.793 6.63 20.6 1396 -- --
158.89 0.587 4.86 0.713 0.318 1.1 0.324 -- 0.779 6.41 20.72 1400 -- --
158.77 0.587 4.86 0.778 0.311 1.11 -- 0.368 0.793 7.01 20.6 1360 -- --
158.87 0.587 4.87 0.677 0.32 1.12 -- -- 0.766 6.99 20.8 1360 -- --
163.9 0.596 4.87 0.787 -- 1.12 -- 0.385 0.8 -- 20.67 1366 -- --
199.59 0.662 4.81 1.08 0.366 -- 0.479 -- 1.03 5.54 -- -- -- --
200.1 0.662 4.81 1.08 0.371 -- -- -- 1.03 5.84 -- -- -- --
164.03 0.596 4.88 0.674 -- 1.13 -- -- 0.768 -- 20.84 1364 -- --
168.93 0.605 4.9 -- 0.321 1.42 -- -- 0.644 6.74 18.58 1423 -- --
207.24 0.673 4.82 1.09 -- -- -- -- 1.04 -- -- -- -- --
230.72 0.711 4.84 -- 0.388 -- -- -- 0.908 5.71 -- -- -- --
174.21 0.615 4.91 -- -- 1.45 -- -- 0.647 -- 18.52 1385 -- --
238.54 0.721 4.85 -- -- -- -- -- 0.915 -- -- -- -- --

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
1 156.03 temperature 20 1440 > th dose dependent rect. 13 17
22 156.51 temperature 20 1440 > th dose dependent sin 15 NA
86 157.38 radiation 1 43200 < th dose independent rect. 16 1
91 157.41 radiation 1 43200 > th dose independent rect. 16 1
125 157.68 temperature 15 1440 > th dose dependent rect. 16 1
200 158.21 radiation 1 43200 > th dose independent rect. 14 3
203 158.23 radiation 1 43200 < th dose independent rect. 14 3
272 158.59 temperature 10 1440 > th dose dependent rect. 18 2
283 158.65 temperature 30 1440 < th dose dependent rect. 14 9
293 158.68 temperature 30 1440 < th dose dependent rect. 16 7
332 158.85 temperature 20 1440 > th dose dependent no NA NA
351 158.90 temperature 30 1440 < th dose dependent rect. 18 3
352 158.90 temperature 30 1440 < th dose dependent rect. 18 5
355 158.90 temperature 20 1440 > th dose dependent rect. 1 23
361 158.92 radiation 1 43200 < th dose dependent rect. 16 1
373 158.96 temperature 30 1440 < th dose dependent rect. 19 1
382 158.98 temperature 20 1440 > th dose dependent rect. 18 23
395 159.01 temperature 20 1440 > th dose dependent rect. 16 23
396 159.02 wind 5 43200 > th dose independent rect. 20 5
424 159.14 wind 5 43200 < th dose independent rect. 20 5
474 159.32 radiation 1 43200 > th dose independent rect. 11 6
491 159.36 radiation 1 43200 < th dose independent rect. 11 6
525 159.47 temperature 20 1440 > th dose dependent rect. 5 2
603 159.75 wind 5 43200 > th dose independent rect. 20 19
618 159.84 temperature 25 1440 < th dose independent rect. 13 10
638 159.94 temperature 30 1440 < th dose dependent sin 17 NA
678 160.07 wind 5 43200 < th dose independent rect. 20 19
693 160.11 temperature 25 1440 > th dose independent rect. 12 12
701 160.13 temperature 10 1440 > th dose dependent rect. 4 20
829 160.39 temperature 25 4320 < th dose dependent rect. 21 9
836 160.41 temperature 25 4320 < th dose dependent rect. 22 4
853 160.45 temperature 30 1440 < th dose dependent rect. 13 18
902 160.54 temperature 10 4320 > th dose dependent rect. 22 1
931 160.60 wind 5 43200 < th dose independent rect. 8 6
941 160.61 temperature 25 4320 < th dose dependent rect. 1 1
955 160.63 wind 5 43200 > th dose independent rect. 8 6
981 160.66 temperature 10 4320 > th dose dependent rect. 21 9
999 160.69 temperature 10 4320 > th dose dependent rect. 4 2