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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.

Os11g0149200

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

Description : Conserved hypothetical protein.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 3 (0.0404) R2 : 0.148
β1 : 0.328 (0.149) R2dD : 0.00954 R2D : 0.0166
β2 : -- (--) R2dC : -- R2C : --
β3 : 1.75 (0.291) R2dE : 0.0684 R2E : 0.0659
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : 4.66 (0.796) R2dD*E : 0.0655 R2D*E : 0.0707
γ1 : 0.0302 (0.0865) R2dN8 : 0.000306 R2N8 : -0.000912
σ : 0.754
deviance : 262.34
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_____
C
peak time of C : --
E
wheather : temperature
threshold : 19.82
memory length : 90
response mode : < th
dose dependency : dose independent
G
type of G : rect.
peak or start time of G : 2.99
open length of G : 2.08

__

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 = 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
259.83 0.757 3.01 0.3 0.179 1.67 -0.434 4.9 0.02 2.05 19.8 91 2.98 2.06
278.65 0.777 3 0.429 0.17 1.75 0.239 -- 0.0428 2.93 20.1 89 2.77 2.25
260.48 0.752 3.01 0.302 0.176 1.67 -- 4.81 0.0257 1.57 19.81 91 2.98 2.06
278.8 0.778 3 0.445 0.168 1.74 -- -- 0.0425 1.37 20.02 84 2.83 2.27
262.34 0.754 3 0.328 -- 1.75 -- 4.66 0.0302 -- 19.82 90 2.99 2.08
297.21 0.808 3.01 0.448 0.284 -- 0.452 -- 0.00265 3.58 -- -- -- --
297.72 0.808 3.01 0.44 0.286 -- -- -- 0.000248 2.98 -- -- -- --
280.58 0.78 3 0.451 -- 1.83 -- -- 0.0523 -- 20.06 86 2.83 2.26
283.98 0.785 3.01 -- 0.182 1.74 -- -- -0.0027 1.68 20.01 77 2.82 2.43
302.41 0.813 3.01 0.453 -- -- -- -- 0.00765 -- -- -- -- --
302.83 0.814 3.02 -- 0.294 -- -- -- -0.0488 2.99 -- -- -- --
285.95 0.788 3.01 -- -- 1.84 -- -- 0.00238 -- 20.03 76 2.8 2.47
307.81 0.819 3.02 -- -- -- -- -- -0.0426 -- -- -- -- --

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
1 260.28 temperature 20.0 90 < th dose independent rect. 3 2
4 263.24 temperature 25.0 10 < th dose dependent rect. 2 4
7 264.03 temperature 20.0 10 < th dose independent rect. 3 3
79 268.91 atmosphere 1005.0 30 > th dose independent rect. 2 2
86 269.22 temperature 20.0 90 < th dose independent rect. 2 16
87 269.23 temperature 20.0 90 < th dose independent rect. 2 14
169 271.73 wind 1.0 30 > th dose independent rect. 2 5
172 271.75 atmosphere 1000.0 30 > th dose dependent rect. 2 2
193 272.47 temperature 20.0 10 < th dose dependent sin 3 NA
237 273.62 wind 3.0 30 < th dose dependent rect. 2 2
238 273.64 temperature 25.0 10 < th dose dependent rect. 24 7
280 274.42 wind 3.0 270 > th dose independent rect. 2 1
303 274.79 humidity 80.0 30 > th dose independent rect. 2 2
339 275.25 wind 1.0 270 > th dose dependent rect. 2 1
344 275.35 temperature 20.0 90 < th dose independent sin 5 NA
441 276.31 precipitation 0.1 30 < th dose independent rect. 2 2
442 276.31 precipitation 0.1 30 < th dose dependent rect. 2 2
459 276.59 atmosphere 1015.0 30 < th dose independent rect. 4 22
476 276.94 humidity 70.0 10 > th dose dependent rect. 2 2
477 276.95 wind 3.0 30 < th dose independent rect. 2 2
478 277.00 temperature 20.0 90 > th dose independent rect. 23 12
502 277.16 humidity 50.0 30 > th dose dependent rect. 2 2
520 277.34 wind 5.0 270 > th dose independent rect. 2 4
524 277.38 temperature 20.0 90 > th dose independent sin 5 NA
525 277.41 wind 1.0 90 > th dose independent rect. 2 13
537 277.54 temperature 10.0 30 > th dose independent rect. 2 2
540 277.54 humidity 50.0 30 > th dose independent rect. 2 2
544 277.54 atmosphere 1010.0 30 < th dose independent rect. 2 2
546 277.54 radiation 1.0 30 < th dose independent rect. 2 2
551 277.54 temperature 10.0 30 > th dose independent rect. 4 22
553 277.54 radiation 1.0 30 < th dose dependent rect. 2 2
565 277.66 wind 9.0 30 < th dose independent rect. 4 22
586 277.90 wind 1.0 30 > th dose independent rect. 2 17
606 278.23 precipitation 0.1 30 < th dose independent rect. 4 22
607 278.23 precipitation 0.1 30 < th dose dependent rect. 4 22
890 280.93 atmosphere 1000.0 30 > th dose independent rect. 2 5
917 280.98 atmosphere 995.0 30 > th dose independent rect. 4 22
955 281.12 temperature 20.0 90 > th dose independent rect. 19 16
959 281.14 atmosphere 1000.0 270 > th dose independent rect. 23 5
960 281.14 temperature 20.0 90 > th dose independent rect. 4 7
973 281.30 temperature 20.0 90 > th dose independent rect. 4 13
978 281.40 radiation 10.0 10 < th dose dependent rect. 2 5
983 281.43 humidity 90.0 10 > th dose independent rect. 2 5