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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.

Os08g0565200

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

Description : Pathogenesis-related transcriptional factor and ERF domain containing protein.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 2.94 (0.0278) R2 : 1.74e-05
β1 : -- (--) R2dD : -- R2D : --
β2 : -- (--) R2dC : -- R2C : --
β3 : -- (--) R2dE : -- R2E : --
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : 0.00522 (0.0586) R2dN8 : 2.25e-05 R2N8 : 1.74e-05
σ : 0.524
deviance : 126.15
__
_____
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 = precipitation, 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
119.66 0.514 2.95 -0.136 0.146 -0.621 -0.0416 1.48 0.0406 5.32 0.2357 4090 -- --
121.23 0.513 2.93 -0.199 0.14 -0.544 -0.053 -- 0.0358 5.29 0.318 4525 -- --
117.97 0.51 2.96 -0.162 0.11 -5.96 -- 19.8 -0.00045 5.21 0.2655 4090 -- --
121.23 0.513 2.93 -0.2 0.14 -0.545 -- -- 0.0391 5.4 0.3387 4525 -- --
118.59 0.51 2.97 -0.16 -- -6.13 -- 20.2 0.00263 -- 0.2655 4090 -- --
124.8 0.524 2.94 -0.11 0.142 -- -0.0191 -- -0.0101 5.53 -- -- -- --
124.8 0.523 2.94 -0.111 0.142 -- -- -- -0.00999 5.48 -- -- -- --
122.26 0.515 2.93 -0.196 -- -0.547 -- -- 0.0428 -- 0.325 4527 -- --
122.23 0.515 2.93 -- 0.137 -0.478 -- -- 0.055 5.41 0.3379 4525 -- --
125.85 0.524 2.95 -0.106 -- -- -- -- -0.00652 -- -- -- -- --
125.12 0.523 2.94 -- 0.14 -- -- -- 0.00232 5.51 -- -- -- --
123.21 0.517 2.93 -- -- -0.48 -- -- 0.0573 -- 0.3128 4526 -- --
126.15 0.524 2.94 -- -- -- -- -- 0.00522 -- -- -- -- --

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
1 114.89 atmosphere 1000.0 10 < th dose independent rect. 5 1
8 114.89 atmosphere 1000.0 10 < th dose dependent rect. 5 1
28 116.03 wind 5.0 90 > th dose dependent rect. 4 5
30 116.30 wind 7.0 90 > th dose independent rect. 4 5
46 117.35 wind 5.0 270 > th dose independent rect. 2 5
47 117.47 wind 3.0 90 > th dose dependent rect. 5 1
49 117.51 wind 5.0 270 > th dose dependent rect. 2 5
51 117.58 wind 3.0 10 > th dose dependent rect. 6 1
53 117.61 wind 5.0 10 > th dose independent rect. 10 1
57 117.61 wind 5.0 10 > th dose dependent rect. 10 1
61 117.62 wind 3.0 10 > th dose independent rect. 6 1
62 117.64 precipitation 0.1 90 > th dose independent rect. 5 1
63 117.64 precipitation 0.1 90 > th dose dependent rect. 5 1
64 117.65 precipitation 0.1 30 > th dose independent rect. 5 9
72 117.65 precipitation 0.1 30 > th dose dependent rect. 5 9
76 117.66 wind 3.0 90 > th dose independent rect. 5 1
85 117.67 precipitation 0.1 270 > th dose independent rect. 5 4
88 117.67 precipitation 0.1 270 > th dose dependent rect. 5 4
90 117.68 precipitation 0.1 10 > th dose independent rect. 5 3
113 117.68 precipitation 0.1 10 > th dose dependent rect. 5 3
133 117.69 precipitation 0.1 4320 < th dose independent rect. 3 7
145 117.69 precipitation 0.1 4320 < th dose dependent rect. 3 7
158 117.71 wind 7.0 90 > th dose dependent rect. 8 1
160 117.71 wind 7.0 270 > th dose dependent rect. 2 7
197 117.77 precipitation 0.1 4320 > th dose dependent rect. 3 9
198 117.78 precipitation 0.1 4320 > th dose independent rect. 3 9
202 117.80 precipitation 0.1 4320 < th dose independent rect. 3 9
203 117.80 precipitation 0.1 4320 < th dose dependent rect. 3 9
206 117.82 precipitation 0.1 4320 > th dose dependent rect. 3 7
208 117.83 precipitation 0.1 4320 > th dose independent rect. 3 7
261 118.00 humidity 90.0 90 > th dose independent rect. 8 1
271 118.07 wind 5.0 270 > th dose dependent rect. 2 1
272 118.08 wind 5.0 270 > th dose independent rect. 2 1
302 118.24 atmosphere 995.0 14400 > th dose independent rect. 4 2
303 118.25 wind 5.0 720 < th dose independent rect. 1 4
343 118.38 precipitation 0.1 4320 < th dose independent rect. 12 1
346 118.38 precipitation 0.1 10 > th dose independent rect. 5 19
348 118.38 precipitation 0.1 4320 < th dose dependent rect. 12 1
351 118.38 precipitation 0.1 10 > th dose dependent rect. 5 19
363 118.42 humidity 90.0 90 > th dose dependent rect. 8 1
385 118.52 atmosphere 995.0 14400 > th dose independent rect. 19 4
388 118.53 wind 3.0 270 > th dose independent rect. 1 7
391 118.54 atmosphere 995.0 14400 > th dose independent rect. 22 2
424 118.65 wind 9.0 90 > th dose dependent rect. 21 13
428 118.66 wind 3.0 270 > th dose independent rect. 23 9
429 118.66 atmosphere 995.0 14400 > th dose independent rect. 19 11
433 118.68 atmosphere 995.0 14400 > th dose independent rect. 22 8
436 118.69 wind 3.0 1440 < th dose independent rect. 5 1
449 118.75 humidity 90.0 10 > th dose independent rect. 6 1
460 118.78 atmosphere 995.0 14400 > th dose independent rect. 3 6
469 118.80 wind 3.0 1440 > th dose independent rect. 5 1
470 118.80 atmosphere 995.0 14400 < th dose independent rect. 1 1
475 118.80 atmosphere 995.0 14400 < th dose independent rect. 21 1
624 118.80 atmosphere 995.0 14400 < th dose dependent rect. 1 1
629 118.80 atmosphere 995.0 14400 < th dose dependent rect. 21 1
779 118.81 atmosphere 995.0 14400 > th dose independent rect. 19 14
797 118.85 atmosphere 995.0 14400 > th dose independent rect. 22 11
803 118.86 atmosphere 995.0 14400 > th dose independent rect. 19 7
827 118.89 precipitation 0.1 4320 < th dose independent rect. 7 3
828 118.89 precipitation 0.1 4320 < th dose dependent rect. 7 3
854 118.93 wind 3.0 720 < th dose independent rect. 3 3
859 118.93 atmosphere 995.0 14400 < th dose dependent sin 8 NA
868 118.95 precipitation 0.1 4320 > th dose independent rect. 9 1
876 118.95 precipitation 0.1 4320 > th dose dependent rect. 9 1
893 118.98 radiation 1.0 10 < th dose independent rect. 6 1
909 119.00 precipitation 0.1 4320 < th dose independent rect. 3 14
912 119.00 precipitation 0.1 4320 < th dose dependent rect. 3 14
923 119.02 precipitation 0.1 4320 < th dose independent rect. 8 6
927 119.02 precipitation 0.1 4320 < th dose dependent rect. 8 6
942 119.06 precipitation 0.1 4320 > th dose independent rect. 8 6
958 119.07 wind 3.0 720 < th dose independent rect. 2 6
982 119.11 precipitation 0.1 4320 > th dose independent sin 4 NA
985 119.11 precipitation 0.1 4320 > th dose independent rect. 21 16
988 119.12 precipitation 0.1 4320 < th dose independent sin 4 NA
994 119.12 precipitation 0.1 4320 < th dose independent rect. 21 16
995 119.12 precipitation 0.1 4320 < th dose dependent sin 4 NA
997 119.12 precipitation 0.1 4320 < th dose dependent rect. 21 16