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Os09g0498400

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

Description : Non-protein coding transcript, unclassifiable transcript.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 7.79 (0.0538) R2 : 0.708
β1 : 2.54 (0.2) R2dD : 0.108 R2D : 0.138
β2 : 7.88 (0.416) R2dC : 2.2 R2C : -0.22
β3 : -5.5 (0.515) R2dE : 0.725 R2E : -1.62
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : 6.22 (0.656) R2dD*E : 0.0548 R2D*E : 0.0384
γ1 : 0.109 (0.115) R2dN8 : 0.000255 R2N8 : -0.00674
σ : 1
deviance : 462.56
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C
peak time of C : 15.1
E
wheather : humidity
threshold : 50.1
memory length : 663
response mode : > th
dose dependency : dose independent
G
type of G : rect.
peak or start time of G : 0.156
open length of G : 19

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Dependence on each variable

Residual plot

Process of the parameter reduction
(fixed parameters. wheather = humidity, response mode = > th, dose dependency = dose independent, type of G = rect.)

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
458.69 1.01 7.84 2.5 7.76 -5.51 -2.31 8.68 0.0275 15.2 50.26 671 0.0834 19.1
483.85 1.02 7.8 2.44 8.08 -5.57 4.42 -- 0.0161 15.2 50 662 0.45 18.7
462.56 1 7.79 2.54 7.88 -5.5 -- 6.22 0.109 15.1 50.1 663 0.156 19
537.6 1.08 7.8 2.65 6.46 -3.49 -- -- -0.025 15.5 50.05 633 0.692 19.5
1321.18 1.7 7.81 2.88 -- 0.629 -- 1.13 -0.211 -- 47.08 1413 0.473 19.5
535.43 1.08 7.82 2.86 3.64 -- 4.98 -- -0.0914 15.6 -- -- -- --
611.12 1.16 7.8 2.95 3.68 -- -- -- -0.0623 15.6 -- -- -- --
700.57 1.23 7.74 3.2 -- 2.63 -- -- 0.0058 -- 25.43 2146 0.0167 19.6
717.49 1.25 7.79 -- 6.65 -3.84 -- -- -0.183 15.4 52 624 0.617 19.6
1361.6 1.72 7.8 2.79 -- -- -- -- -0.16 -- -- -- -- --
839.83 1.36 7.88 -- 3.62 -- -- -- -0.39 15.6 -- -- -- --
847.13 1.36 7.81 -- -- 3.91 -- -- -0.298 -- 39.95 2280 0.384 16.5
1567.24 1.85 7.87 -- -- -- -- -- -0.47 -- -- -- -- --

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
1 467.88 humidity 50 720 > th dose independent rect. 24 19
5 473.97 humidity 50 720 > th dose independent rect. 14 14
7 475.88 humidity 50 720 > th dose independent rect. 13 23
15 481.58 humidity 50 720 < th dose independent rect. 17 23
16 482.11 humidity 50 720 < th dose dependent rect. 11 6
34 482.15 humidity 50 720 < th dose dependent sin 21 NA
36 482.19 humidity 50 720 > th dose independent sin 3 NA
56 482.22 humidity 50 720 < th dose dependent no NA NA
215 482.54 humidity 60 720 > th dose independent rect. 17 9
217 482.60 humidity 50 720 < th dose dependent rect. 14 23
241 483.56 humidity 50 720 < th dose independent sin 5 NA
244 483.84 humidity 50 720 < th dose independent rect. 13 3
245 483.84 humidity 50 720 < th dose dependent rect. 16 23
266 484.10 humidity 50 270 > th dose independent rect. 7 13
269 484.61 temperature 30 270 < th dose independent rect. 7 13
294 485.20 humidity 50 1440 > th dose independent rect. 17 22
298 485.68 humidity 60 1440 > th dose independent rect. 19 5
301 485.85 humidity 80 1440 > th dose dependent rect. 3 1
308 486.39 humidity 50 1440 > th dose dependent rect. 3 1
313 486.85 temperature 20 30 < th dose dependent rect. 23 2
324 487.12 humidity 60 720 < th dose dependent rect. 12 1
327 487.32 temperature 15 90 > th dose independent rect. 18 18
357 488.34 humidity 50 720 < th dose dependent rect. 17 21
360 488.60 humidity 50 1440 > th dose independent sin 6 NA
525 488.91 humidity 50 720 < th dose dependent sin 9 NA
547 489.23 humidity 60 30 > th dose dependent rect. 23 11
551 489.37 humidity 50 1440 > th dose independent rect. 19 21
569 489.49 humidity 50 720 > th dose independent no NA NA
588 489.57 atmosphere 1010 90 < th dose independent rect. 18 18
592 489.69 humidity 50 1440 > th dose independent rect. 9 7
594 489.71 humidity 50 1440 > th dose independent rect. 2 14
603 489.83 humidity 50 1440 > th dose independent rect. 4 12
628 490.31 temperature 30 270 < th dose independent rect. 14 22
653 490.64 humidity 50 720 < th dose independent no NA NA
793 490.68 temperature 15 1440 > th dose independent rect. 19 5
866 491.09 radiation 1 14400 < th dose dependent rect. 24 2
869 491.12 temperature 20 720 < th dose dependent rect. 21 1
871 491.26 temperature 15 270 > th dose independent rect. 15 21
873 491.29 humidity 50 1440 > th dose independent rect. 12 2
878 491.39 temperature 15 1440 > th dose independent rect. 13 6
892 491.79 humidity 60 720 > th dose independent rect. 16 11
913 491.99 humidity 50 1440 < th dose independent sin 8 NA
955 492.10 temperature 15 90 > th dose dependent rect. 23 20
959 492.12 temperature 20 270 < th dose independent rect. 20 2