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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.

Os06g0318900

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 : 3.24 (0.0335) R2 : 0.355
β1 : -- (--) R2dD : -- R2D : --
β2 : -- (--) R2dC : -- R2C : --
β3 : 4.46 (0.288) R2dE : 0.347 R2E : 0.353
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : -0.068 (0.0711) R2dN8 : 0.00171 R2N8 : 0.00742
σ : 0.628
deviance : 181.95
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_____
C
peak time of C : --
E
wheather : humidity
threshold : 88.66
memory length : 1622
response mode : < th
dose dependency : dose dependent
G
type of G : rect.
peak or start time of G : 3.04
open length of G : 0.016

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Dependence on each variable

Residual plot

Process of the parameter reduction
(fixed parameters. wheather = humidity, response mode = < th, dose dependency = dose dependent, type of G = rect.)

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
166.99 0.607 3.24 0.129 0.00058 3.06 1.7 6.45 -0.0823 16.6 89.75 1500 2.83 0.283
186.79 0.637 3.25 0.0999 0.0528 3.2 1.45 -- -0.0744 16.7 89.06 1438 2.97 0.358
174.09 0.615 3.24 0.123 0.0163 3.31 -- 6.14 -0.0791 15.6 89.71 1504 2.83 0.233
181.37 0.627 3.24 0.11 0.0707 4.43 -- -- -0.06 16.8 88.64 1618 3.05 0.0163
174.05 0.614 3.24 0.136 -- 3.4 -- 6.24 -0.0738 -- 89.62 1505 2.82 0.244
272.49 0.774 3.27 0.146 0.0754 -- -1.27 -- -0.216 4.23 -- -- -- --
276.32 0.778 3.27 0.16 0.132 -- -- -- -0.209 7.87 -- -- -- --
181.58 0.628 3.24 0.119 -- 4.45 -- -- -0.0586 -- 88.66 1618 3.04 0.0159
181.71 0.628 3.24 -- 0.0658 4.5 -- -- -0.0663 15.7 88.6 1623 3.05 0.0166
277.26 0.778 3.27 0.162 -- -- -- -- -0.207 -- -- -- -- --
276.99 0.779 3.27 -- 0.133 -- -- -- -0.227 7.79 -- -- -- --
181.95 0.628 3.24 -- -- 4.46 -- -- -0.068 -- 88.66 1622 3.04 0.016
277.95 0.778 3.27 -- -- -- -- -- -0.225 -- -- -- -- --

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
1 176.58 humidity 90 1440 < th dose dependent rect. 3 1
3 180.21 wind 7 4320 < th dose independent rect. 18 5
4 180.43 wind 7 4320 < th dose independent rect. 18 3
7 180.82 wind 5 4320 > th dose dependent rect. 20 3
13 182.30 wind 7 4320 > th dose independent rect. 18 3
14 182.53 humidity 80 1440 < th dose independent rect. 22 1
19 183.26 humidity 90 1440 < th dose dependent rect. 2 5
20 183.35 wind 7 4320 < th dose independent rect. 18 9
28 183.85 wind 9 4320 > th dose dependent rect. 19 7
58 184.39 humidity 90 1440 < th dose dependent rect. 24 7
60 184.44 wind 9 4320 > th dose independent rect. 20 6
64 184.46 wind 9 4320 > th dose independent rect. 20 4
169 189.26 atmosphere 995 14400 > th dose independent rect. 17 2
184 190.08 atmosphere 995 14400 < th dose independent rect. 16 1
190 190.14 atmosphere 995 14400 < th dose dependent rect. 16 1
191 190.15 wind 7 4320 > th dose independent rect. 8 1
228 191.36 humidity 90 1440 < th dose dependent rect. 5 1
230 191.48 wind 7 4320 < th dose independent rect. 8 1
234 191.53 atmosphere 995 14400 > th dose independent rect. 7 12
243 191.89 atmosphere 995 14400 > th dose independent rect. 10 10
308 192.75 humidity 80 1440 > th dose independent rect. 22 1
403 195.44 humidity 80 1440 < th dose independent rect. 21 10
418 196.00 humidity 80 1440 < th dose dependent rect. 21 3
427 196.59 humidity 80 1440 > th dose independent rect. 22 3
429 196.66 humidity 80 1440 < th dose dependent rect. 22 1
450 197.21 temperature 20 1440 > th dose independent rect. 18 1
460 197.21 humidity 70 1440 > th dose dependent rect. 1 6
531 198.71 atmosphere 995 14400 > th dose independent sin 22 NA
534 198.73 atmosphere 995 14400 < th dose independent sin 22 NA
537 198.81 wind 5 1440 > th dose dependent rect. 8 1
550 199.00 humidity 80 1440 > th dose independent rect. 22 9
555 199.15 humidity 70 1440 > th dose dependent rect. 3 1
587 199.70 atmosphere 995 14400 > th dose independent rect. 19 21
626 200.19 atmosphere 995 14400 < th dose dependent sin 22 NA
665 200.76 temperature 20 720 < th dose independent rect. 18 1
759 201.39 radiation 1 14400 < th dose dependent rect. 19 7
764 201.43 humidity 70 1440 > th dose dependent rect. 5 1
814 201.71 radiation 1 14400 < th dose dependent rect. 23 1
838 201.85 radiation 1 14400 < th dose dependent rect. 22 4
847 201.88 humidity 80 1440 > th dose independent rect. 6 1
984 202.52 atmosphere 995 14400 > th dose independent no NA NA
991 202.53 atmosphere 995 14400 > th dose independent rect. 12 23
992 202.53 atmosphere 995 14400 > th dose independent rect. 14 23