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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.

Os09g0471300

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

Description : Non-protein coding transcript, uncharacterized transcript.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 4.66 (0.0392) R2 : 0.711
β1 : -2.14 (0.245) R2dD : 0.172 R2D : 0.414
β2 : -- (--) R2dC : -- R2C : --
β3 : -1.88 (0.2) R2dE : 0.213 R2E : 0.531
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : -0.511 (0.103) R2dN8 : 0.0355 R2N8 : 0.0471
σ : 0.674
deviance : 209.62
__
_____
C
peak time of C : --
E
wheather : temperature
threshold : 18.8
memory length : 28757
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 = temperature, 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
191.27 0.65 4.55 -2.39 0.211 -1.21 -2.37 4.4 -0.492 19 24.46 4670 -- --
197.34 0.654 4.66 -2.81 0.139 -1.49 -2.53 -- -0.562 18.4 21.1 10220 -- --
202.45 0.663 4.53 -2.29 0.271 -1.16 -- 4.24 -0.444 22.9 24.1 4230 -- --
205.82 0.668 4.66 -2.16 0.279 -1.88 -- -- -0.516 21.5 18.8 28693 -- --
206.71 0.67 4.53 -2.27 -- -1.15 -- 4.28 -0.442 -- 24.1 4356 -- --
236 0.72 4.78 -4.11 0.202 -- -2.38 -- -1.11 18.9 -- -- -- --
249.46 0.74 4.79 -4.07 0.235 -- -- -- -1.12 21.4 -- -- -- --
209.62 0.674 4.66 -2.14 -- -1.88 -- -- -0.511 -- 18.8 28757 -- --
221.35 0.693 4.5 -- 0.266 -3.42 -- -- 0.148 22 18.4 47520 -- --
252.71 0.743 4.78 -4.07 -- -- -- -- -1.12 -- -- -- -- --
686.83 1.23 4.68 -- 0.246 -- -- -- -0.67 20.1 -- -- -- --
225.68 0.7 4.49 -- -- -3.41 -- -- 0.146 -- 18.44 47520 -- --
690.16 1.23 4.68 -- -- -- -- -- -0.673 -- -- -- -- --

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
1 186.93 temperature 20 4320 > th dose dependent rect. 5 1
2 187.35 temperature 20 4320 > th dose dependent rect. 3 5
6 187.55 temperature 20 4320 > th dose independent rect. 5 1
7 187.62 temperature 20 4320 > th dose independent rect. 4 3
13 187.70 temperature 20 4320 < th dose independent rect. 4 3
53 188.59 temperature 20 4320 > th dose dependent rect. 20 13
79 188.88 temperature 20 4320 > th dose dependent sin 9 NA
218 190.34 temperature 20 4320 > th dose dependent rect. 20 1
230 190.43 temperature 20 4320 > th dose dependent rect. 19 4
288 190.91 temperature 20 4320 > th dose dependent rect. 22 1
295 190.99 temperature 25 14400 > th dose independent rect. 10 1
308 191.05 temperature 25 14400 < th dose independent rect. 10 1
352 191.37 temperature 20 14400 > th dose independent rect. 23 1
355 191.38 temperature 20 14400 < th dose independent rect. 23 1
491 191.87 temperature 20 4320 > th dose dependent no NA NA
520 191.97 temperature 20 4320 > th dose dependent rect. 24 23
540 192.00 temperature 20 4320 > th dose dependent rect. 22 23
556 192.05 temperature 25 14400 < th dose independent rect. 17 1
673 192.25 temperature 25 14400 < th dose independent rect. 16 3
847 192.40 temperature 25 4320 > th dose independent rect. 2 21
853 192.41 temperature 25 14400 > th dose independent rect. 17 1
880 192.44 temperature 20 4320 > th dose independent sin 10 NA
935 192.48 temperature 25 4320 < th dose independent rect. 2 21
949 192.50 radiation 1 43200 > th dose independent rect. 13 1
958 192.51 radiation 1 43200 < th dose independent rect. 13 1
960 192.51 temperature 25 4320 > th dose independent rect. 6 17
961 192.51 radiation 1 43200 < th dose dependent rect. 13 1
986 192.53 temperature 25 14400 < th dose independent rect. 7 14