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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.

Os07g0667400

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

Description : SAM (and some other nucleotide) binding motif domain containing protein.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 3.55 (0.0421) R2 : 0.0495
β1 : -0.718 (0.154) R2dD : 0.0468 R2D : 0.0487
β2 : -- (--) R2dC : -- R2C : --
β3 : -- (--) R2dE : -- R2E : --
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : 0.0486 (0.09) R2dN8 : 0.000816 R2N8 : 0.0027
σ : 0.791
deviance : 286.65
__
_____
C
peak time of C : --
E
wheather : --
threshold : --
memory length : --
response mode : --
dose dependency : --
G
type of G : --
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
263.05 0.762 3.59 -1.26 0.389 1.52 0.047 -4.06 -0.0456 4.98 26.64 200 -- --
265.57 0.759 3.55 -0.903 0.406 1.15 0.482 -- -0.0127 5.02 25.9 248 -- --
263.05 0.755 3.59 -1.26 0.39 1.52 -- -4.08 -0.0474 5.02 26.61 201 -- --
265.87 0.759 3.54 -0.875 0.386 1.09 -- -- 0.017 5.39 26 251 -- --
267.89 0.762 3.58 -1.14 -- 1.27 -- -3.95 0.00569 -- 27.42 191 -- --
285.18 0.792 3.54 -0.696 0.0772 -- -0.502 -- 0.0511 11.1 -- -- -- --
286.06 0.792 3.54 -0.714 0.0988 -- -- -- 0.0509 13.7 -- -- -- --
270.47 0.766 3.54 -0.82 -- 0.858 -- -- 0.0495 -- 27.01 201 -- --
285.46 0.787 3.52 -- 0.259 0.891 -- -- 0.126 5.47 26.59 248 -- --
286.65 0.791 3.55 -0.718 -- -- -- -- 0.0486 -- -- -- -- --
299.49 0.81 3.53 -- 0.112 -- -- -- 0.13 13.9 -- -- -- --
287.87 0.79 3.52 -- -- 0.757 -- -- 0.146 -- 27.4 217 -- --
300.25 0.809 3.53 -- -- -- -- -- 0.128 -- -- -- -- --

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
1 258.27 temperature 25 720 > th dose dependent rect. 6 2
5 261.39 temperature 30 30 < th dose dependent rect. 10 15
10 261.78 temperature 25 90 > th dose dependent rect. 11 23
12 261.87 temperature 15 90 > th dose dependent rect. 11 23
16 262.11 temperature 15 30 > th dose dependent rect. 21 23
21 262.25 temperature 10 270 > th dose dependent rect. 21 22
24 262.29 temperature 30 10 < th dose independent rect. 10 15
26 262.48 temperature 30 90 < th dose dependent rect. 3 21
37 262.91 temperature 25 10 > th dose dependent rect. 12 22
39 263.06 temperature 25 720 > th dose dependent rect. 22 11
40 263.06 temperature 15 10 > th dose dependent rect. 12 23
42 263.16 temperature 30 270 < th dose independent rect. 13 23
43 263.18 temperature 30 10 < th dose dependent rect. 4 21
57 263.52 temperature 15 90 > th dose dependent rect. 1 18
59 263.54 temperature 25 270 > th dose dependent rect. 5 13
66 263.64 temperature 25 90 > th dose dependent rect. 21 23
69 263.68 temperature 30 270 < th dose independent rect. 7 14
74 263.70 temperature 25 270 > th dose dependent rect. 23 19
78 263.72 temperature 25 270 > th dose dependent rect. 21 21
101 263.90 temperature 15 10 > th dose dependent rect. 1 19
130 264.15 humidity 50 90 > th dose dependent rect. 10 14
136 264.21 temperature 10 270 > th dose dependent sin 21 NA
157 264.34 temperature 15 90 > th dose dependent rect. 23 23
172 264.41 temperature 25 90 > th dose dependent rect. 2 22
187 264.48 temperature 10 90 > th dose dependent sin 19 NA
218 264.56 temperature 25 270 > th dose dependent sin 23 NA
254 264.68 temperature 15 270 > th dose dependent rect. 8 23
257 264.70 temperature 25 270 > th dose dependent no NA NA
308 264.84 temperature 25 90 > th dose dependent sin 20 NA
366 265.06 temperature 10 90 > th dose dependent no NA NA
378 265.09 temperature 25 90 > th dose dependent rect. 15 23
417 265.30 temperature 30 270 < th dose independent rect. 2 23
450 265.45 temperature 15 270 > th dose dependent rect. 5 13
463 265.48 temperature 30 720 < th dose independent rect. 17 21
480 265.54 humidity 70 270 > th dose independent rect. 16 20
497 265.58 temperature 25 30 > th dose dependent rect. 12 8
555 265.80 atmosphere 1000 10 > th dose dependent rect. 19 6
573 265.85 atmosphere 1000 90 > th dose dependent rect. 18 6
610 265.95 temperature 30 720 < th dose independent rect. 2 12
637 266.08 temperature 30 720 < th dose independent rect. 9 5
660 266.13 temperature 20 30 < th dose dependent rect. 1 1
665 266.14 humidity 50 270 > th dose dependent rect. 7 14
677 266.18 humidity 70 90 > th dose independent rect. 10 14
682 266.18 temperature 15 270 > th dose dependent rect. 5 23
687 266.20 temperature 30 720 < th dose independent rect. 3 9
725 266.29 humidity 80 270 < th dose dependent rect. 12 23
726 266.30 temperature 30 270 < th dose independent sin 22 NA
793 266.46 temperature 30 720 < th dose independent rect. 21 17
812 266.49 temperature 25 90 > th dose dependent rect. 11 13
827 266.52 temperature 30 720 < th dose independent rect. 2 19
828 266.52 temperature 30 270 < th dose dependent sin 22 NA
832 266.53 temperature 30 270 > th dose independent rect. 8 10
869 266.56 temperature 30 720 < th dose independent rect. 9 20
870 266.56 temperature 25 90 > th dose dependent rect. 11 11
876 266.57 temperature 30 90 < th dose dependent rect. 9 23
882 266.59 temperature 30 270 < th dose independent rect. 6 23
895 266.63 atmosphere 1010 10 < th dose dependent rect. 16 15
977 266.82 temperature 30 720 < th dose independent rect. 24 21
982 266.82 temperature 25 90 > th dose dependent rect. 11 17
986 266.83 temperature 20 90 < th dose independent rect. 24 1