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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.

Os05g0384600

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

Description : ABC transporter related domain containing protein.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 4.92 (0.0281) R2 : 0.486
β1 : 0.812 (0.103) R2dD : 0.0682 R2D : 0.0253
β2 : 1.02 (0.0723) R2dC : 0.242 R2C : 0.332
β3 : -1.1 (0.116) R2dE : 0.133 R2E : 0.156
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : 0.241 (0.0646) R2dN8 : 0.026 R2N8 : -0.025
σ : 0.515
deviance : 122.42
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_____
C
peak time of C : 8.39
E
wheather : radiation
threshold : 1.78
memory length : 5617
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
119.62 0.514 4.93 0.474 1.04 -1.33 -0.0768 -1.91 0.193 8.31 1.238 5652 -- --
122.81 0.516 4.93 0.779 1.01 -1.08 -0.106 -- 0.198 8.29 1.791 5623 -- --
119.62 0.509 4.93 0.478 1.04 -1.33 -- -1.89 0.194 8.32 1.239 5647 -- --
122.42 0.515 4.92 0.812 1.02 -1.1 -- -- 0.241 8.39 1.78 5617 -- --
150.32 0.571 4.94 0.622 -- -1.62 -- -1.76 0.239 -- 1.89 6733 -- --
146.35 0.567 4.94 0.577 1.2 -- 0.318 -- 0.0238 8.79 -- -- -- --
146.67 0.567 4.94 0.587 1.2 -- -- -- 0.0235 8.75 -- -- -- --
145.7 0.562 4.88 0.832 -- -1.99 -- -- 0.46 -- 1.84 6745 -- --
136.71 0.545 4.92 -- 1.03 -0.982 -- -- 0.239 8.34 2.21 5612 -- --
228.75 0.707 4.97 0.589 -- -- -- -- 0.0331 -- -- -- -- --
155.75 0.584 4.96 -- 1.2 -- -- -- -0.0418 8.71 -- -- -- --
161.79 0.592 4.9 -- -- -1.8 -- -- 0.362 -- 2.14 6744 -- --
237.88 0.72 4.99 -- -- -- -- -- -0.0322 -- -- -- -- --

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
1 116.43 radiation 1 4320 > th dose dependent rect. 18 13
2 116.44 radiation 1 4320 > th dose dependent rect. 4 3
12 116.46 radiation 20 4320 < th dose independent rect. 5 4
13 116.47 radiation 30 4320 < th dose dependent rect. 5 2
17 116.50 radiation 20 4320 < th dose independent rect. 22 11
20 116.51 radiation 20 4320 < th dose independent rect. 24 9
22 116.51 radiation 20 4320 < th dose independent rect. 18 15
30 116.54 radiation 20 4320 < th dose dependent rect. 21 10
35 116.56 radiation 20 4320 < th dose dependent rect. 18 13
98 117.43 radiation 40 4320 < th dose dependent rect. 17 15
138 117.61 radiation 10 4320 > th dose dependent rect. 16 17
144 117.64 radiation 1 14400 > th dose independent rect. 5 1
145 117.65 radiation 1 14400 < th dose independent rect. 5 1
172 117.69 radiation 1 14400 < th dose independent rect. 19 11
175 117.70 radiation 1 14400 < th dose independent rect. 21 9
177 117.71 radiation 1 14400 < th dose independent rect. 1 5
233 117.89 temperature 10 43200 > th dose dependent rect. 17 1
238 117.91 temperature 30 43200 < th dose dependent rect. 8 1
248 117.93 temperature 10 43200 > th dose dependent rect. 8 1
261 117.95 radiation 1 14400 < th dose independent rect. 4 6
262 117.95 radiation 1 14400 > th dose independent rect. 4 7
276 117.95 radiation 1 14400 < th dose independent rect. 21 13
280 117.95 radiation 1 14400 < th dose independent rect. 19 15
288 117.96 radiation 1 14400 < th dose independent rect. 1 9
374 118.05 radiation 1 14400 > th dose independent sin 9 NA
376 118.06 radiation 1 14400 < th dose independent sin 9 NA
394 118.09 temperature 30 43200 < th dose dependent rect. 17 1
520 118.24 temperature 10 43200 > th dose dependent rect. 6 14
615 118.33 radiation 20 4320 < th dose independent sin 11 NA
618 118.33 temperature 10 43200 > th dose dependent sin 22 NA
804 118.47 temperature 30 43200 < th dose dependent rect. 6 15
845 118.50 humidity 60 43200 > th dose independent rect. 14 2
897 118.53 humidity 80 43200 > th dose dependent rect. 20 1
942 118.55 temperature 10 43200 > th dose dependent rect. 15 20
967 118.57 radiation 1 14400 > th dose independent rect. 16 19
969 118.57 temperature 10 43200 > th dose dependent no NA NA