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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.

Os03g0226200

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

Description : Non-symbiotic hemoglobin 2 (rHb2) (ORYsa GLB1b).


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 3.76 (0.0526) R2 : 0.389
β1 : -1.77 (0.192) R2dD : 0.121 R2D : -6.71e-05
β2 : 0.964 (0.125) R2dC : 0.0798 R2C : 0.0333
β3 : 29 (2.29) R2dE : 2.56 R2E : -2.49
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -102 (7.97) R2dD*E : 2.61 R2D*E : -2.3
γ1 : -0.466 (0.111) R2dN8 : 0.0315 R2N8 : 0.0031
σ : 0.97
deviance : 433.35
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_____
C
peak time of C : 22.3
E
wheather : precipitation
threshold : 0.1152
memory length : 263
response mode : > th
dose dependency : dose independent
G
type of G : rect.
peak or start time of G : 1.98
open length of G : 2

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Dependence on each variable

Residual plot

Process of the parameter reduction
(fixed parameters. wheather = precipitation, 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
431.58 0.976 3.76 -1.81 0.949 28.9 -0.709 -102 -0.467 22.6 0.08959 266 1.98 2
582.27 1.13 3.65 -1.49 0.895 -0.438 -1.54 -- -0.596 0.428 2.165e-05 32 3.75 13.7
433.35 0.97 3.76 -1.77 0.964 29 -- -102 -0.466 22.3 0.1152 263 1.98 2
586.53 1.14 3.64 -1.42 0.579 -0.308 -- -- -0.577 23.3 -0.04916 4 4.03 14.3
489.57 1.03 3.73 -1.76 -- 28.5 -- -101 -0.461 -- 0.1171 265 1.98 2.01
582.46 1.13 3.64 -1.49 0.893 -- -1.55 -- -0.595 0.432 -- -- -- --
589.12 1.14 3.65 -1.43 0.932 -- -- -- -0.582 23.3 -- -- -- --
591.78 1.14 3.62 -1.4 -- -0.688 -- -- -0.571 -- -0.04916 4 4.03 14.3
638.74 1.18 3.6 -- 0.501 -0.35 -- -- -0.431 23.1 -0.08956 2 4.08 14.9
643.45 1.19 3.62 -1.4 -- -- -- -- -0.573 -- -- -- -- --
642.74 1.19 3.61 -- 0.917 -- -- -- -0.423 23.2 -- -- -- --
642.74 1.18 3.59 -- -- -0.697 -- -- -0.422 -- -0.1115 4 4.08 14.9
695.35 1.23 3.59 -- -- -- -- -- -0.417 -- -- -- -- --

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
1 433.25 precipitation 0.1 270 > th dose independent rect. 2 2
2 433.28 precipitation 0.1 270 > th dose dependent rect. 2 2
3 433.53 radiation 1.0 1440 < th dose independent rect. 11 1
4 433.53 radiation 1.0 1440 < th dose dependent rect. 11 1
11 448.34 humidity 90.0 720 > th dose dependent rect. 20 1
14 454.92 radiation 1.0 1440 < th dose dependent rect. 11 5
15 455.00 radiation 1.0 1440 < th dose independent rect. 13 2
16 455.00 radiation 1.0 1440 < th dose dependent rect. 13 2
22 455.16 radiation 1.0 1440 < th dose dependent rect. 9 7
24 455.33 radiation 1.0 1440 > th dose independent rect. 10 5
28 456.38 radiation 1.0 1440 > th dose independent rect. 12 3
74 466.46 humidity 60.0 14400 > th dose independent rect. 21 11
76 468.88 humidity 60.0 14400 > th dose independent rect. 23 9
77 469.08 atmosphere 1005.0 10 < th dose dependent rect. 24 8
98 479.16 temperature 20.0 10 > th dose independent rect. 1 5
100 479.42 humidity 60.0 14400 < th dose independent rect. 6 1
102 479.42 humidity 60.0 14400 < th dose independent rect. 20 1
104 479.42 radiation 20.0 14400 > th dose independent rect. 17 1
155 479.42 humidity 60.0 14400 < th dose dependent rect. 6 1
157 479.42 humidity 60.0 14400 < th dose dependent rect. 20 1
159 479.42 radiation 20.0 14400 > th dose dependent rect. 17 1
213 480.01 wind 3.0 720 > th dose dependent rect. 21 1
249 484.66 humidity 60.0 14400 > th dose independent rect. 7 1
251 485.14 wind 5.0 720 > th dose independent rect. 21 1
258 485.53 wind 1.0 720 > th dose dependent rect. 16 7
262 486.47 atmosphere 1005.0 720 < th dose independent rect. 20 1
263 486.52 atmosphere 1005.0 720 < th dose independent rect. 19 6
267 486.77 atmosphere 1010.0 10 < th dose dependent rect. 20 12
274 487.49 atmosphere 1005.0 720 < th dose independent rect. 19 4
278 487.91 atmosphere 1010.0 10 < th dose dependent sin 10 NA
281 488.04 wind 7.0 720 < th dose dependent rect. 15 5
293 488.65 wind 7.0 4320 > th dose independent rect. 17 2
323 490.81 wind 3.0 270 < th dose dependent rect. 19 1
330 491.27 wind 7.0 4320 < th dose independent rect. 17 2
392 492.97 radiation 1.0 1440 > th dose independent rect. 9 1
399 493.21 wind 5.0 4320 > th dose dependent rect. 18 1
407 493.57 wind 5.0 720 > th dose independent rect. 18 1
446 495.47 precipitation 0.1 30 < th dose independent sin 4 NA
447 495.47 precipitation 0.1 30 < th dose dependent sin 4 NA
516 497.92 wind 7.0 4320 > th dose independent rect. 15 4
518 497.97 wind 3.0 720 > th dose dependent rect. 18 1
531 498.65 precipitation 0.1 30 > th dose independent rect. 3 5
553 498.67 precipitation 0.1 30 > th dose independent rect. 3 3
557 498.67 precipitation 0.1 30 > th dose dependent rect. 3 5
570 498.68 precipitation 0.1 30 > th dose dependent rect. 3 3
595 499.23 wind 5.0 720 < th dose dependent rect. 16 1
599 499.27 wind 7.0 4320 < th dose independent rect. 15 4
601 499.30 wind 3.0 720 > th dose independent rect. 15 8
642 500.59 wind 5.0 720 > th dose independent rect. 17 6
652 500.94 wind 3.0 270 < th dose independent rect. 18 2
664 501.25 wind 3.0 720 < th dose independent rect. 15 5
740 503.07 atmosphere 1005.0 270 < th dose dependent rect. 1 1
753 503.33 atmosphere 1005.0 10 < th dose dependent rect. 16 17
786 504.04 humidity 90.0 270 > th dose dependent rect. 20 9
795 504.25 atmosphere 1005.0 270 < th dose independent rect. 21 8
812 504.65 humidity 80.0 14400 > th dose dependent rect. 6 1
819 504.80 radiation 10.0 1440 < th dose dependent rect. 12 8
828 504.93 radiation 10.0 1440 < th dose dependent rect. 9 11
839 504.99 radiation 10.0 1440 < th dose dependent rect. 12 15
853 505.10 radiation 10.0 1440 < th dose dependent rect. 9 18
917 505.96 temperature 20.0 270 > th dose independent rect. 1 1
933 506.23 wind 3.0 720 > th dose dependent rect. 16 12
965 506.64 wind 5.0 720 > th dose independent rect. 16 12