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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.

Os12g0443800

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

Description : AAA ATPase, central region domain containing protein.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 5.09 (0.0286) R2 : 0.664
β1 : 0.794 (0.108) R2dD : 0.0458 R2D : 0.0657
β2 : 1.23 (0.084) R2dC : 0.22 R2C : 0.388
β3 : -1.65 (0.14) R2dE : 0.17 R2E : 0.403
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : 0.197 (0.0662) R2dN8 : 0.0107 R2N8 : 0.0219
σ : 0.523
deviance : 126.28
__
_____
C
peak time of C : 16.2
E
wheather : temperature
threshold : 29.3
memory length : 95
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
124.49 0.524 5.08 0.878 1.23 -1.65 0.564 -0.52 0.218 16.2 29.2 90 -- --
124.78 0.52 5.09 0.79 1.22 -1.64 0.711 -- 0.19 16.2 29.28 98 -- --
125.18 0.521 5.07 0.95 1.23 -1.67 -- -0.893 0.235 16.2 29.19 86 -- --
126.28 0.523 5.09 0.794 1.23 -1.65 -- -- 0.197 16.2 29.3 95 -- --
182.27 0.629 5.12 0.664 -- -2.77 -- -1.02 0.0159 -- 30.08 115 -- --
160.48 0.594 5.01 1.19 1.74 -- 0.94 -- 0.528 15.8 -- -- -- --
163.09 0.598 5.01 1.2 1.75 -- -- -- 0.533 15.8 -- -- -- --
183.9 0.632 5.12 0.492 -- -2.8 -- -- -0.011 -- 30.41 113 -- --
141.05 0.553 5.12 -- 1.14 -1.97 -- -- 0.0468 16.4 29.28 89 -- --
331.12 0.85 5.01 1.13 -- -- -- -- 0.487 -- -- -- -- --
201.33 0.664 5.04 -- 1.72 -- -- -- 0.399 15.8 -- -- -- --
189.83 0.642 5.14 -- -- -2.94 -- -- -0.0915 -- 30.3 113 -- --
364.94 0.892 5.04 -- -- -- -- -- 0.361 -- -- -- -- --

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
1 114.30 temperature 15 10 > th dose dependent rect. 8 18
2 114.35 temperature 10 270 > th dose dependent rect. 6 20
3 114.92 temperature 15 10 > th dose dependent rect. 8 20
36 118.45 temperature 30 90 < th dose dependent rect. 3 20
47 119.59 temperature 30 90 < th dose dependent rect. 3 18
99 121.40 temperature 30 90 < th dose dependent rect. 23 23
120 121.96 temperature 25 10 < th dose dependent sin 22 NA
137 122.48 temperature 30 10 < th dose dependent rect. 2 22
165 123.40 temperature 15 270 > th dose dependent rect. 21 14
176 123.57 temperature 30 90 < th dose dependent rect. 11 23
222 124.33 wind 1 43200 > th dose dependent rect. 1 1
244 124.75 temperature 30 90 < th dose dependent rect. 9 23
253 124.89 temperature 30 90 < th dose dependent no NA NA
258 124.97 temperature 30 10 < th dose dependent rect. 13 23
266 125.03 temperature 30 30 < th dose dependent rect. 19 23
281 125.31 temperature 30 30 < th dose dependent rect. 15 23
313 125.75 temperature 25 270 < th dose independent rect. 1 20
316 125.79 temperature 15 270 > th dose dependent rect. 17 22
337 125.99 temperature 30 30 < th dose dependent rect. 17 23
346 126.10 temperature 25 90 < th dose independent rect. 3 20
390 126.52 temperature 15 10 > th dose dependent no NA NA
430 127.06 temperature 20 1440 > th dose independent rect. 10 20
434 127.07 temperature 20 270 > th dose independent rect. 5 21
447 127.24 temperature 25 90 < th dose independent rect. 4 17
450 127.28 temperature 20 1440 > th dose independent rect. 16 14
453 127.28 temperature 10 90 > th dose dependent sin 4 NA
474 127.48 temperature 20 1440 > th dose independent rect. 20 10
509 127.72 temperature 20 1440 > th dose independent rect. 20 16
525 127.76 temperature 20 1440 > th dose independent rect. 20 21
526 127.76 temperature 20 1440 < th dose independent rect. 9 21
558 127.95 temperature 20 1440 < th dose independent rect. 16 14
574 128.00 temperature 20 1440 > th dose independent sin 12 NA
610 128.15 temperature 20 1440 > th dose independent rect. 16 20
652 128.28 temperature 20 1440 < th dose independent rect. 20 10
670 128.33 temperature 20 1440 > th dose independent rect. 1 23
695 128.40 temperature 20 1440 > th dose independent no NA NA
714 128.52 wind 3 43200 > th dose independent rect. 1 1
728 128.56 temperature 20 1440 < th dose independent rect. 20 16
756 128.65 temperature 20 1440 < th dose independent rect. 20 21
789 128.72 temperature 25 90 > th dose independent rect. 8 21
798 128.79 wind 9 43200 < th dose dependent rect. 1 1
816 128.86 temperature 20 1440 < th dose independent sin 11 NA
821 128.87 temperature 20 1440 < th dose independent rect. 16 20
878 129.01 temperature 25 90 > th dose independent rect. 8 17
916 129.09 temperature 20 1440 < th dose independent rect. 24 23
932 129.13 wind 3 43200 < th dose independent rect. 1 1
936 129.13 temperature 15 10 > th dose dependent rect. 21 23
938 129.14 temperature 20 270 > th dose independent rect. 20 15
948 129.16 temperature 20 1440 < th dose independent no NA NA