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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.

Os01g0897300

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

Description : Ribonuclease T2 family protein.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 6.12 (0.0385) R2 : 0.642
β1 : -3.66 (0.146) R2dD : 0.549 R2D : 0.291
β2 : 0.723 (0.0934) R2dC : 0.0495 R2C : 0.0544
β3 : 1.57 (0.117) R2dE : 0.158 R2E : 0.0167
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : -0.86 (0.0825) R2dN8 : 0.115 R2N8 : -0.0084
σ : 0.719
deviance : 238.59
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_____
C
peak time of C : 0.0615
E
wheather : temperature
threshold : 25.84
memory length : 1221
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
236.55 0.723 6.17 -4.08 0.728 1.73 0.628 -1.86 -0.956 0.316 25.9 1229 -- --
237.43 0.718 6.12 -3.64 0.729 1.55 0.54 -- -0.866 0.294 25.8 1221 -- --
238.09 0.719 6.16 -4.03 0.723 1.72 -- -1.55 -0.938 0.15 25.93 1224 -- --
238.59 0.719 6.12 -3.66 0.723 1.57 -- -- -0.86 0.0615 25.84 1221 -- --
261.24 0.753 6.18 -4.12 -- 2.18 -- -1.69 -1.09 -- 24.48 1086 -- --
328.58 0.85 6.09 -3.14 1 -- 0.936 -- -0.751 0.558 -- -- -- --
332.2 0.854 6.09 -3.17 1 -- -- -- -0.754 0.357 -- -- -- --
262.31 0.754 6.13 -3.73 -- 2.03 -- -- -0.997 -- 24.4 1083 -- --
554.4 1.1 5.98 -- 0.79 0.886 -- -- -0.238 23.7 32.93 1037 -- --
395.15 0.929 6.07 -3.14 -- -- -- -- -0.738 -- -- -- -- --
597.08 1.14 6.02 -- 0.956 -- -- -- -0.401 0.185 -- -- -- --
593.98 1.14 5.95 -- -- 1.12 -- -- -0.186 -- 33.1 1041 -- --
654.66 1.19 6 -- -- -- -- -- -0.39 -- -- -- -- --

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
1 236.45 temperature 25 1440 > th dose dependent rect. 15 2
3 237.55 temperature 25 720 > th dose dependent rect. 17 15
5 237.81 temperature 25 720 > th dose dependent rect. 17 6
16 239.29 radiation 40 1440 < th dose dependent rect. 16 12
23 239.49 radiation 40 1440 < th dose dependent rect. 16 9
25 239.53 radiation 40 1440 < th dose dependent rect. 16 1
32 239.85 radiation 40 1440 < th dose dependent rect. 16 3
34 239.89 radiation 10 1440 > th dose independent sin 14 NA
35 239.89 radiation 1 1440 > th dose dependent rect. 16 1
41 240.05 radiation 40 1440 < th dose dependent rect. 16 7
79 240.63 temperature 25 1440 > th dose dependent rect. 13 10
90 240.82 radiation 10 1440 > th dose independent rect. 11 20
93 240.87 temperature 10 1440 > th dose dependent rect. 15 2
152 241.95 temperature 25 1440 > th dose dependent sin 19 NA
164 242.10 temperature 25 720 > th dose dependent sin 13 NA
203 242.44 temperature 25 1440 > th dose dependent rect. 13 19
220 242.67 radiation 10 1440 > th dose independent rect. 13 18
238 242.86 temperature 25 1440 > th dose dependent rect. 6 12
296 243.24 temperature 25 1440 > th dose dependent rect. 7 16
330 243.45 radiation 10 1440 > th dose independent rect. 15 15
333 243.46 radiation 10 1440 < th dose dependent sin 16 NA
342 243.52 radiation 10 1440 > th dose independent rect. 15 3
422 243.90 temperature 25 1440 > th dose dependent rect. 21 21
555 244.41 temperature 25 1440 > th dose dependent no NA NA
602 244.84 radiation 10 1440 > th dose independent rect. 16 1
621 244.99 temperature 30 720 > th dose independent rect. 17 2
698 245.45 radiation 10 1440 > th dose independent rect. 11 7
763 245.86 humidity 70 720 > th dose independent rect. 18 9
933 247.09 radiation 30 1440 > th dose independent rect. 7 1