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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.

Os01g0928400

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 : 4.64 (0.0404) R2 : 0.624
β1 : 2.22 (0.153) R2dD : 0.193 R2D : 0.285
β2 : 0.826 (0.1) R2dC : 0.059 R2C : 0.114
β3 : 1.89 (0.123) R2dE : 0.221 R2E : 0.371
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : 0.164 (0.0866) R2dN8 : 0.00402 R2N8 : -0.00294
σ : 0.755
deviance : 262.56
__
_____
C
peak time of C : 1.94
E
wheather : temperature
threshold : 25.81
memory length : 1222
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
252.68 0.747 4.64 2.36 0.822 1.86 1.62 0.389 0.134 2.02 25.22 1229 -- --
252.58 0.74 4.64 2.27 0.822 1.88 1.63 -- 0.15 2.08 25.57 1215 -- --
262.37 0.754 4.63 2.37 0.817 1.86 -- 0.644 0.151 2.02 25.44 1214 -- --
262.56 0.755 4.64 2.22 0.826 1.89 -- -- 0.164 1.94 25.81 1222 -- --
295.74 0.801 4.64 2.46 -- 2.23 -- 1.37 0.0821 -- 24.31 1136 -- --
383.28 0.918 4.61 2.87 1.17 -- 2.04 -- 0.307 1.8 -- -- -- --
399.48 0.936 4.62 2.81 1.16 -- -- -- 0.296 1.7 -- -- -- --
296.4 0.802 4.67 2.15 -- 2.34 -- -- 0.0231 -- 24.55 1140 -- --
380.5 0.909 4.75 -- 0.731 2.51 -- -- -0.312 2.05 23.95 1223 -- --
482.08 1.03 4.6 2.86 -- -- -- -- 0.322 -- -- -- -- --
607.59 1.15 4.69 -- 1.22 -- -- -- -0.0171 1.77 -- -- -- --
408.56 0.941 4.75 -- -- 2.82 -- -- -0.326 -- 24 1154 -- --
697.43 1.23 4.67 -- -- -- -- -- 0.00486 -- -- -- -- --

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
1 255.53 temperature 25 720 > th dose dependent rect. 17 16
2 256.45 temperature 25 1440 > th dose dependent rect. 7 1
3 257.35 temperature 25 1440 > th dose dependent rect. 16 1
4 257.70 radiation 10 1440 > th dose dependent rect. 16 15
7 257.99 temperature 25 1440 > th dose dependent rect. 13 21
8 258.03 temperature 25 1440 > th dose dependent rect. 6 17
42 258.58 temperature 25 1440 > th dose dependent rect. 4 4
57 258.75 temperature 25 1440 > th dose dependent rect. 15 23
58 258.76 temperature 25 1440 > th dose dependent rect. 15 8
80 258.90 temperature 25 1440 > th dose dependent no NA NA
83 258.92 temperature 25 1440 > th dose dependent rect. 19 23
84 258.92 temperature 25 1440 > th dose dependent rect. 21 23
97 259.09 radiation 10 1440 > th dose dependent rect. 16 1
100 259.10 temperature 25 1440 > th dose dependent rect. 13 10
115 259.19 temperature 30 1440 > th dose independent rect. 18 20
129 259.31 temperature 25 1440 > th dose dependent sin 20 NA
149 259.45 temperature 25 1440 > th dose dependent rect. 11 12
203 259.75 temperature 30 1440 > th dose independent rect. 9 5
216 259.84 radiation 20 1440 > th dose dependent rect. 15 17
229 260.00 temperature 30 1440 < th dose independent rect. 18 20
235 260.06 temperature 25 720 > th dose dependent sin 11 NA
257 260.28 temperature 30 1440 > th dose dependent rect. 10 9
325 260.50 radiation 20 1440 > th dose independent rect. 15 17
526 260.95 temperature 30 1440 > th dose independent rect. 9 10
552 261.04 temperature 30 1440 > th dose dependent rect. 13 3
604 261.34 temperature 10 1440 > th dose dependent rect. 16 2
608 261.36 temperature 30 1440 < th dose independent rect. 9 5
667 261.68 temperature 30 1440 > th dose independent rect. 13 1
668 261.68 radiation 30 1440 < th dose independent rect. 22 10
677 261.72 radiation 30 1440 < th dose independent rect. 20 12
696 261.84 temperature 10 1440 > th dose dependent rect. 13 10
749 262.02 temperature 30 1440 > th dose independent no NA NA
844 262.03 radiation 30 1440 < th dose independent rect. 7 1
848 262.05 radiation 20 1440 > th dose independent rect. 16 15
880 262.12 temperature 30 1440 > th dose independent rect. 13 23
956 262.35 temperature 30 1440 < th dose independent rect. 9 23
958 262.36 temperature 30 1440 < th dose independent rect. 9 10
961 262.38 temperature 30 1440 > th dose independent sin 21 NA
967 262.39 temperature 30 1440 < th dose independent rect. 9 16
968 262.39 temperature 30 1440 < th dose independent rect. 9 18
981 262.42 temperature 30 1440 < th dose independent rect. 9 12
984 262.42 temperature 30 1440 < th dose independent rect. 9 20