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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.

Os10g0457100

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

Description : Hypothetical protein.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 4.36 (0.052) R2 : 0.452
β1 : -3.21 (0.193) R2dD : 0.361 R2D : 0.256
β2 : 0.762 (0.132) R2dC : 0.0412 R2C : 0.0542
β3 : -1.39 (0.138) R2dE : 0.139 R2E : 0.0498
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : 0.0619 (0.114) R2dN8 : 0.00048 R2N8 : 0.00114
σ : 0.966
deviance : 430.28
__
_____
C
peak time of C : 3.95
E
wheather : temperature
threshold : 31.8
memory length : 1233
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 = temperature, 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
427.75 0.972 4.44 -3.84 0.773 -1.78 -0.825 3.48 0.0605 3.8 31.51 1242 -- --
428.36 0.964 4.37 -3.26 0.78 -1.38 -0.915 -- 0.0622 3.68 31.8 1271 -- --
429.63 0.965 4.44 -3.91 0.78 -1.81 -- 3.92 0.0737 3.91 31.5 1268 -- --
430.28 0.966 4.36 -3.21 0.762 -1.39 -- -- 0.0619 3.95 31.8 1233 -- --
461.76 1 4.42 -3.72 -- -1.81 -- 2.87 0.103 -- 31.59 1233 -- --
524.23 1.07 4.43 -2.86 0.942 -- -0.521 -- -0.217 3.38 -- -- -- --
525.08 1.07 4.43 -2.85 0.941 -- -- -- -0.214 3.43 -- -- -- --
461.93 1 4.36 -3.22 -- -1.5 -- -- 0.101 -- 31.74 1227 -- --
692.28 1.23 4.31 -- 0.758 -0.983 -- -- 0.312 3.89 32.37 1161 -- --
574.82 1.12 4.43 -2.81 -- -- -- -- -0.19 -- -- -- -- --
739.5 1.27 4.36 -- 0.885 -- -- -- 0.103 3.44 -- -- -- --
723.21 1.25 4.31 -- -- -1.09 -- -- 0.345 -- 32.4 1161 -- --
783.48 1.31 4.36 -- -- -- -- -- 0.122 -- -- -- -- --

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
1 417.04 humidity 70 720 < th dose independent rect. 18 13
2 417.11 humidity 70 720 < th dose independent rect. 18 2
14 418.89 temperature 30 720 > th dose dependent rect. 18 15
15 418.96 temperature 30 720 > th dose dependent rect. 18 1
30 420.56 wind 7 43200 > th dose dependent rect. 21 18
48 421.69 wind 7 43200 > th dose dependent rect. 5 9
51 421.88 wind 7 43200 > th dose dependent sin 5 NA
53 422.03 humidity 70 720 < th dose dependent rect. 18 13
54 422.06 humidity 70 720 < th dose dependent rect. 18 2
66 422.19 humidity 70 720 > th dose independent rect. 19 8
94 422.83 wind 1 270 < th dose independent rect. 4 1
107 423.99 temperature 30 720 > th dose independent rect. 18 1
121 424.00 wind 9 43200 > th dose independent rect. 20 19
124 424.09 wind 9 43200 < th dose independent rect. 19 20
132 424.35 temperature 30 1440 < th dose independent rect. 17 10
160 424.76 temperature 30 1440 < th dose independent rect. 17 3
175 425.06 wind 7 43200 < th dose independent rect. 4 11
176 425.07 wind 7 43200 > th dose independent rect. 23 16
179 425.14 wind 7 43200 < th dose independent sin 4 NA
182 425.24 wind 7 43200 < th dose independent rect. 23 16
183 425.27 wind 7 43200 > th dose independent rect. 2 13
186 425.34 wind 7 43200 > th dose independent sin 4 NA
236 425.99 humidity 50 1440 < th dose independent rect. 16 1
247 426.25 humidity 50 1440 < th dose dependent rect. 16 1
275 426.92 temperature 20 90 > th dose independent rect. 3 18
277 426.95 temperature 30 1440 < th dose independent sin 12 NA
285 427.12 temperature 30 1440 > th dose independent sin 12 NA
307 427.62 temperature 30 1440 > th dose dependent sin 13 NA
381 428.27 wind 7 43200 < th dose independent rect. 9 5
403 428.54 temperature 30 1440 > th dose dependent rect. 15 4
421 428.59 temperature 30 1440 > th dose dependent rect. 13 6
481 428.83 wind 1 270 < th dose dependent rect. 4 1
604 429.89 radiation 1 720 > th dose independent rect. 18 1
666 430.29 humidity 50 1440 > th dose independent rect. 16 1
727 430.54 temperature 20 270 > th dose independent rect. 1 19
828 431.17 temperature 30 1440 > th dose dependent no NA NA
934 431.20 temperature 30 1440 > th dose dependent rect. 15 23