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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.

Os10g0552600

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

Description : Similar to Tfm5 protein.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 3.43 (0.0484) R2 : 0.305
β1 : -1.17 (0.187) R2dD : 0.0709 R2D : 0.125
β2 : -- (--) R2dC : -- R2C : --
β3 : 2.47 (0.255) R2dE : 0.163 R2E : 0.234
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : -0.183 (0.106) R2dN8 : 0.0066 R2N8 : 0.00745
σ : 0.9
deviance : 373.55
__
_____
C
peak time of C : --
E
wheather : radiation
threshold : 0.05917
memory length : 1316
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 = radiation, 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
337.01 0.863 3.36 -0.855 0.669 1.76 -2.69 -3.32 -0.0811 6.81 0.5398 1412 -- --
339.63 0.858 3.41 -1.11 0.697 2.24 -2.64 -- -0.178 6.93 0.03999 1414 -- --
352.94 0.875 3.34 -0.911 0.63 1.65 -- -3.88 -0.0628 6.75 0.5386 1381 -- --
358.84 0.882 3.41 -1.11 0.657 2.36 -- -- -0.16 7.12 0.05485 1420 -- --
345.88 0.866 3.37 -0.935 -- 1.74 -- -6.16 -0.132 -- 0.43 2336 -- --
403.62 0.942 3.48 -1.75 0.713 -- -2.69 -- -0.445 7.04 -- -- -- --
421.81 0.962 3.47 -1.8 0.709 -- -- -- -0.436 7.65 -- -- -- --
373.55 0.9 3.43 -1.17 -- 2.47 -- -- -0.183 -- 0.05917 1316 -- --
385.58 0.915 3.37 -- 0.678 2.96 -- -- 0.014 7.54 9.87e-06 1433 -- --
448.85 0.99 3.49 -1.79 -- -- -- -- -0.426 -- -- -- -- --
507.01 1.05 3.43 -- 0.695 -- -- -- -0.236 7.82 -- -- -- --
401.83 0.934 3.39 -- -- 3.02 -- -- -0.00473 -- 0.05 1367 -- --
533.2 1.08 3.44 -- -- -- -- -- -0.227 -- -- -- -- --

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
1 332.57 wind 3 14400 > th dose dependent rect. 11 3
2 333.34 radiation 1 1440 < th dose dependent rect. 18 21
5 333.74 wind 5 14400 < th dose independent rect. 11 3
6 333.85 wind 5 14400 > th dose independent rect. 11 3
16 334.81 wind 3 14400 < th dose independent rect. 20 1
20 335.05 wind 5 14400 > th dose dependent rect. 10 9
24 335.26 wind 9 14400 < th dose dependent rect. 11 3
40 335.69 wind 3 14400 > th dose independent rect. 20 1
68 336.37 radiation 1 1440 < th dose dependent sin 12 NA
72 336.47 wind 5 14400 > th dose independent rect. 10 10
78 336.59 wind 7 14400 < th dose independent rect. 10 8
82 336.63 radiation 1 1440 < th dose dependent rect. 13 19
92 336.82 radiation 1 1440 < th dose dependent rect. 14 17
134 337.44 wind 7 14400 > th dose independent rect. 5 13
156 337.54 wind 7 14400 < th dose independent rect. 5 13
196 337.87 wind 7 43200 < th dose independent rect. 16 1
199 337.88 radiation 1 1440 < th dose dependent rect. 18 13
253 338.32 wind 5 14400 > th dose dependent sin 22 NA
303 338.65 wind 7 14400 > th dose independent sin 23 NA
321 338.79 wind 3 14400 < th dose dependent rect. 20 3
345 338.91 wind 7 14400 < th dose independent sin 23 NA
376 339.14 radiation 1 1440 < th dose dependent rect. 4 22
381 339.17 radiation 1 1440 < th dose dependent rect. 4 16
382 339.17 radiation 1 1440 < th dose dependent rect. 4 18
383 339.17 radiation 1 1440 < th dose dependent rect. 4 20
398 339.20 radiation 1 1440 < th dose dependent rect. 21 23
404 339.22 radiation 1 1440 < th dose dependent no NA NA
406 339.22 radiation 1 1440 < th dose dependent rect. 1 19
407 339.22 radiation 1 1440 < th dose dependent rect. 1 21
408 339.22 radiation 1 1440 < th dose dependent rect. 23 21
467 339.48 radiation 1 1440 < th dose dependent rect. 4 11
481 339.57 radiation 1 720 < th dose dependent rect. 5 1
482 339.57 radiation 1 1440 < th dose dependent rect. 1 14
483 339.57 radiation 1 1440 < th dose dependent rect. 21 18
502 339.63 radiation 1 1440 < th dose independent rect. 13 19
513 339.68 radiation 1 1440 > th dose independent rect. 13 19
554 340.07 wind 5 14400 > th dose independent rect. 16 4
566 340.13 radiation 1 1440 > th dose independent rect. 11 21
575 340.16 radiation 1 1440 < th dose independent rect. 11 21
599 340.32 wind 7 43200 > th dose independent rect. 16 1
649 340.57 radiation 1 1440 < th dose dependent sin 4 NA
749 340.98 radiation 1 1440 < th dose independent rect. 17 22
765 341.03 radiation 1 1440 > th dose independent rect. 17 22
813 341.25 wind 5 14400 < th dose independent rect. 16 5