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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.

Os08g0240000

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

Description : Similar to STF-1 (Fragment).


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 4.02 (0.0557) R2 : 0.629
β1 : -1.43 (0.282) R2dD : 0.0402 R2D : 0.179
β2 : 0.988 (0.136) R2dC : 0.0395 R2C : 0.0407
β3 : 4.12 (0.301) R2dE : 0.347 R2E : 0.521
β4 : -2.89 (0.581) R2dD*C : 0.0292 R2D*C : 0.0147
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : -0.358 (0.132) R2dN8 : 0.00804 R2N8 : 0.0272
σ : 1
deviance : 462.48
__
_____
C
peak time of C : 20.1
E
wheather : temperature
threshold : 18.06
memory length : 10397
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
454.55 1 3.85 -1.39 0.973 2.49 -3.41 -4.39 -0.207 19.6 19 5908 -- --
462.48 1 4.02 -1.43 0.988 4.12 -2.89 -- -0.358 20.1 18.06 10397 -- --
484.11 1.02 3.85 -1.3 0.981 2.53 -- -4.5 -0.22 19.1 18.8 5793 -- --
493.34 1.03 4.02 -1.07 0.98 4.46 -- -- -0.241 19.2 18.1 10343 -- --
534.11 1.08 3.84 -1.31 -- 2.61 -- -4.32 -0.24 -- 18.8 5770 -- --
678.23 1.22 4.22 -4.11 0.995 -- -3.72 -- -1.2 19.6 -- -- -- --
715.44 1.25 4.22 -4.01 1.02 -- -- -- -1.2 19 -- -- -- --
545.82 1.09 3.98 -1 -- 4.56 -- -- -0.222 -- 18.1 10326 -- --
502.99 1.04 3.97 -- 1.06 4.94 -- -- -0.0247 19.2 17.5 13097 -- --
770.31 1.3 4.2 -4.03 -- -- -- -- -1.22 -- -- -- -- --
1138.46 1.58 4.12 -- 1.07 -- -- -- -0.752 18.7 -- -- -- --
555.6 1.1 3.93 -- -- 5.01 -- -- -0.0168 -- 17.5 13078 -- --
1198.12 1.62 4.1 -- -- -- -- -- -0.77 -- -- -- -- --

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
1 445.57 temperature 20 14400 < th dose independent rect. 18 4
8 447.75 temperature 20 14400 > th dose independent rect. 18 3
51 451.62 wind 7 43200 < th dose dependent rect. 3 12
81 452.42 wind 1 43200 > th dose dependent rect. 3 12
85 452.52 wind 3 43200 > th dose dependent rect. 1 15
106 452.76 temperature 20 14400 < th dose independent sin 17 NA
126 453.05 wind 7 43200 < th dose dependent sin 3 NA
172 453.42 wind 5 43200 < th dose independent rect. 2 13
176 453.43 wind 5 43200 < th dose independent rect. 1 15
183 453.52 wind 3 43200 > th dose independent rect. 5 9
193 453.58 temperature 20 14400 > th dose independent sin 17 NA
196 453.64 wind 3 43200 > th dose dependent sin 3 NA
204 453.68 wind 3 43200 > th dose independent rect. 4 11
217 453.79 wind 5 43200 > th dose independent rect. 1 15
224 453.83 wind 5 43200 > th dose independent rect. 2 13
248 453.95 wind 3 43200 < th dose dependent rect. 9 4
251 453.97 wind 5 43200 < th dose independent sin 3 NA
252 453.97 wind 3 43200 < th dose independent rect. 5 9
297 454.25 temperature 15 43200 < th dose independent rect. 11 1
324 454.39 temperature 15 43200 > th dose independent rect. 11 1
329 454.41 temperature 20 14400 < th dose dependent rect. 23 1
333 454.44 wind 5 43200 > th dose independent sin 3 NA
339 454.45 temperature 15 43200 > th dose independent rect. 9 1
341 454.45 wind 3 43200 < th dose dependent rect. 12 1
352 454.50 temperature 20 43200 < th dose independent rect. 14 1
385 454.66 temperature 15 43200 > th dose independent rect. 9 3
390 454.68 temperature 15 43200 < th dose independent rect. 9 1
391 454.68 temperature 15 43200 < th dose independent rect. 9 3
392 454.68 temperature 20 14400 < th dose independent rect. 7 19
398 454.71 temperature 20 43200 > th dose independent rect. 14 1
415 454.76 humidity 80 43200 > th dose independent rect. 2 7
423 454.78 temperature 20 43200 < th dose dependent rect. 9 2
479 454.99 humidity 50 43200 < th dose dependent rect. 8 5
514 455.11 temperature 15 43200 > th dose independent rect. 4 8
534 455.16 temperature 20 14400 > th dose independent rect. 7 18
577 455.27 temperature 20 43200 < th dose dependent rect. 16 1
579 455.28 wind 3 43200 > th dose independent sin 1 NA
603 455.34 temperature 20 43200 < th dose dependent rect. 20 3
647 455.43 temperature 15 43200 > th dose independent rect. 20 16
650 455.43 temperature 20 14400 < th dose dependent rect. 21 5
654 455.44 temperature 20 43200 < th dose dependent rect. 6 11
655 455.44 temperature 20 43200 < th dose dependent rect. 8 16
671 455.47 temperature 15 43200 < th dose independent rect. 4 8
676 455.47 temperature 20 43200 < th dose dependent rect. 8 9
707 455.51 temperature 20 43200 < th dose dependent rect. 15 9
754 455.55 temperature 15 43200 > th dose independent rect. 4 3
765 455.56 temperature 15 43200 > th dose independent rect. 19 12
766 455.56 temperature 15 43200 < th dose independent rect. 20 16
790 455.58 temperature 20 43200 < th dose dependent sin 19 NA
792 455.58 temperature 20 43200 < th dose dependent sin 22 NA
843 455.63 temperature 15 43200 > th dose independent sin 6 NA
935 455.69 temperature 15 43200 < th dose independent rect. 20 11