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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.

Os03g0287700

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 : 5.33 (0.0418) R2 : 0.386
β1 : -1.97 (0.16) R2dD : 0.24 R2D : 0.0212
β2 : -- (--) R2dC : -- R2C : --
β3 : 2.18 (0.145) R2dE : 0.374 R2E : 0.115
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : -0.573 (0.0939) R2dN8 : 0.0766 R2N8 : -0.0717
σ : 0.769
deviance : 272.55
__
_____
C
peak time of C : --
E
wheather : temperature
threshold : 19.09
memory length : 1351
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 = temperature, 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
261.12 0.759 5.34 -2.07 0.271 2.14 -1.69 -0.535 -0.615 7.15 19.7 1353 -- --
261.42 0.753 5.34 -1.93 0.274 2.14 -1.62 -- -0.586 6.99 19.46 1351 -- --
268.64 0.763 5.35 -2.12 0.277 2.13 -- -0.574 -0.619 6.88 19.62 1351 -- --
268.78 0.764 5.32 -1.96 0.263 2.16 -- -- -0.566 6.93 19.08 1351 -- --
272.39 0.769 5.35 -2.1 -- 2.17 -- -0.502 -0.603 -- 19.4 1351 -- --
394.53 0.931 5.21 -1.16 0.376 -- -1.58 -- -0.0841 6.31 -- -- -- --
399.29 0.936 5.21 -1.18 0.4 -- -- -- -0.0811 4.86 -- -- -- --
272.55 0.769 5.33 -1.97 -- 2.18 -- -- -0.573 -- 19.09 1351 -- --
355.65 0.878 5.24 -- 0.271 1.48 -- -- -0.228 6.94 21.7 1308 -- --
407.76 0.944 5.22 -1.17 -- -- -- -- -0.0708 -- -- -- -- --
436.18 0.977 5.18 -- 0.379 -- -- -- 0.0506 4.95 -- -- -- --
359.35 0.883 5.25 -- -- 1.48 -- -- -0.221 -- 21.8 1338 -- --
443.75 0.983 5.19 -- -- -- -- -- 0.0588 -- -- -- -- --

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
1 254.60 temperature 15 720 > th dose dependent rect. 18 17
4 255.26 temperature 30 720 < th dose dependent rect. 17 18
29 258.64 temperature 15 720 > th dose dependent rect. 13 22
50 260.07 temperature 30 1440 < th dose dependent rect. 18 1
51 260.14 temperature 10 720 > th dose dependent sin 10 NA
54 260.36 temperature 20 1440 > th dose dependent rect. 18 1
60 260.65 temperature 15 720 > th dose dependent rect. 17 22
64 261.17 temperature 10 1440 > th dose dependent rect. 18 1
73 261.61 temperature 20 1440 > th dose dependent rect. 24 21
87 261.78 temperature 30 720 < th dose dependent sin 10 NA
105 262.02 temperature 20 1440 > th dose dependent rect. 6 23
107 262.04 temperature 20 1440 > th dose dependent no NA NA
112 262.08 temperature 20 1440 > th dose dependent rect. 3 23
130 262.23 temperature 10 1440 > th dose dependent rect. 3 17
308 263.05 temperature 10 1440 > th dose dependent sin 2 NA
317 263.12 temperature 10 4320 > th dose dependent rect. 7 1
323 263.14 temperature 30 4320 < th dose dependent rect. 7 1
333 263.17 temperature 20 1440 > th dose dependent rect. 24 14
402 263.40 temperature 20 1440 > th dose dependent sin 16 NA
430 263.48 temperature 20 1440 > th dose dependent sin 5 NA
450 263.58 temperature 10 1440 > th dose dependent rect. 4 10
584 264.14 temperature 30 1440 < th dose dependent rect. 6 3
616 264.29 temperature 15 1440 > th dose dependent rect. 6 3
620 264.31 temperature 20 1440 > th dose dependent rect. 15 11
891 265.32 temperature 10 4320 > th dose dependent rect. 17 7
912 265.41 temperature 30 4320 < th dose dependent rect. 18 6
926 265.46 temperature 10 4320 > th dose dependent rect. 17 18
998 265.76 temperature 30 1440 < th dose dependent rect. 6 16