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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.

Os03g0234000

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

Description : Non-symbiotic hemoglobin 3 (rHb3) (ORYsa GLB1c).


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 3.22 (0.0486) R2 : 0.0552
β1 : -- (--) R2dD : -- R2D : --
β2 : -- (--) R2dC : -- R2C : --
β3 : 1.27 (0.266) R2dE : 0.0507 R2E : 0.0538
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : -0.0731 (0.105) R2dN8 : 0.00139 R2N8 : 0.00456
σ : 0.907
deviance : 379.27
__
_____
C
peak time of C : --
E
wheather : radiation
threshold : 0.72
memory length : 1475
response mode : < th
dose dependency : dose dependent
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 dependent, 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
374.38 0.909 3.2 0.255 0.205 1.33 -0.796 -0.218 -0.0362 5.4 0.7979 1459 -- --
374.26 0.901 3.21 0.244 0.208 1.38 -0.786 -- -0.0422 5.4 0.65 1456 -- --
375.78 0.903 3.21 0.196 0.203 1.52 -- 0.552 -0.0444 5.35 0.53 1456 -- --
375.79 0.903 3.2 0.242 0.206 1.37 -- -- -0.0361 4.79 0.6382 1452 -- --
377.88 0.905 3.21 0.224 -- 1.46 -- 0.309 -0.0368 -- 0.5156 1462 -- --
393.86 0.93 3.25 -0.105 0.221 -- -0.835 -- -0.212 4.49 -- -- -- --
395.69 0.932 3.25 -0.0994 0.216 -- -- -- -0.208 3.95 -- -- -- --
377.89 0.905 3.21 0.246 -- 1.39 -- -- -0.0386 -- 0.58 1465 -- --
377.11 0.904 3.21 -- 0.211 1.24 -- -- -0.0723 4.7 0.68 1450 -- --
398.24 0.932 3.25 -0.0905 -- -- -- -- -0.202 -- -- -- -- --
395.95 0.931 3.24 -- 0.214 -- -- -- -0.197 3.95 -- -- -- --
379.27 0.907 3.22 -- -- 1.27 -- -- -0.0731 -- 0.72 1475 -- --
398.46 0.932 3.24 -- -- -- -- -- -0.192 -- -- -- -- --

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
1 365.95 wind 3 14400 > th dose dependent rect. 11 1
2 366.69 wind 5 14400 > th dose independent rect. 11 1
3 366.98 wind 5 14400 < th dose independent rect. 11 1
17 369.45 wind 7 14400 < th dose independent rect. 9 6
22 369.73 wind 7 14400 > th dose independent rect. 9 6
24 369.76 wind 7 14400 < th dose independent rect. 5 10
29 369.90 wind 1 720 < th dose dependent rect. 21 1
35 370.04 wind 7 14400 > th dose independent rect. 5 10
51 370.62 wind 5 14400 > th dose dependent rect. 5 10
64 370.88 wind 9 14400 < th dose dependent rect. 11 1
89 371.23 radiation 1 1440 < th dose dependent rect. 18 5
101 371.34 wind 9 14400 > th dose independent rect. 20 19
104 371.35 radiation 1 1440 < th dose dependent rect. 18 9
117 371.48 wind 9 14400 < th dose independent rect. 20 19
136 371.66 atmosphere 1010 720 > th dose independent rect. 1 1
153 371.82 radiation 40 43200 < th dose independent rect. 10 1
164 372.01 radiation 1 1440 < th dose dependent rect. 18 22
172 372.07 radiation 40 43200 > th dose dependent rect. 10 1
195 372.26 wind 7 14400 < th dose independent sin 3 NA
203 372.29 radiation 40 43200 > th dose independent rect. 10 1
217 372.37 wind 1 720 < th dose independent rect. 21 1
233 372.44 radiation 40 43200 > th dose dependent rect. 15 20
318 372.56 wind 7 14400 > th dose independent sin 3 NA
328 372.60 wind 7 43200 > th dose independent rect. 14 3
333 372.63 radiation 40 43200 > th dose dependent sin 10 NA
339 372.65 wind 7 14400 > th dose dependent sin 1 NA
353 372.69 radiation 1 14400 < th dose dependent rect. 4 1
375 372.71 wind 9 14400 > th dose dependent rect. 20 19
446 372.82 radiation 40 43200 < th dose independent sin 9 NA
580 373.09 radiation 40 43200 > th dose independent rect. 15 20
594 373.13 radiation 40 43200 > th dose independent rect. 7 4
734 373.25 radiation 20 43200 < th dose independent rect. 5 5
738 373.25 wind 7 43200 > th dose independent rect. 13 8
754 373.25 radiation 40 43200 > th dose dependent no NA NA