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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.

Os03g0360200

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 : 4.68 (0.049) R2 : 0.377
β1 : 1.04 (0.222) R2dD : 0.0637 R2D : 0.0833
β2 : 0.831 (0.104) R2dC : 0.0866 R2C : 0.0624
β3 : 2.74 (0.234) R2dE : 0.395 R2E : -0.216
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : 5.87 (0.753) R2dD*E : 0.265 R2D*E : -0.0126
γ1 : 0.0237 (0.106) R2dN8 : 0.00028 R2N8 : -0.0202
σ : 0.783
deviance : 282.58
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_____
C
peak time of C : 2.84
E
wheather : temperature
threshold : 23.9
memory length : 3363
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
281.4 0.788 4.68 1.06 0.844 2.76 0.643 5.93 0.0397 2.67 23.87 3526 -- --
299.45 0.806 4.52 1.78 1.03 2.03 0.464 -- 0.144 2.86 34.6 1213 -- --
282.58 0.783 4.68 1.04 0.831 2.74 -- 5.87 0.0237 2.84 23.9 3363 -- --
300.19 0.807 4.52 1.83 1.03 2.12 -- -- 0.149 2.36 38.19 1099 -- --
321.1 0.835 4.68 1.02 -- 2.68 -- 5.93 0.0354 -- 23.77 3288 -- --
368.23 0.9 4.6 1.23 0.778 -- 0.539 -- -0.212 3.08 -- -- -- --
369.18 0.9 4.6 1.21 0.781 -- -- -- -0.215 3.15 -- -- -- --
314.16 0.826 4.52 1.73 -- 2.49 -- -- 0.132 -- 40.73 143 -- --
377.33 0.905 4.59 -- 0.962 1.32 -- -- -0.167 2.6 80.32 1088 -- --
403.95 0.939 4.6 1.25 -- -- -- -- -0.194 -- -- -- -- --
408.03 0.945 4.63 -- 0.805 -- -- -- -0.35 3.15 -- -- -- --
388.35 0.918 4.58 -- -- 1.92 -- -- -0.123 -- 55.87 139 -- --
445 0.985 4.63 -- -- -- -- -- -0.333 -- -- -- -- --

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
1 266.58 radiation 1.0 43200 < th dose independent rect. 11 7
6 267.14 wind 1.0 14400 < th dose independent rect. 21 2
7 267.17 radiation 1.0 43200 > th dose independent rect. 16 1
8 267.36 radiation 1.0 43200 < th dose independent rect. 11 13
9 267.37 radiation 1.0 43200 < th dose independent rect. 11 11
11 267.37 radiation 1.0 43200 < th dose independent rect. 11 15
18 267.40 radiation 1.0 43200 < th dose independent rect. 16 1
43 267.60 radiation 1.0 43200 < th dose dependent rect. 14 4
55 267.64 radiation 1.0 43200 > th dose independent rect. 11 7
94 268.01 radiation 1.0 43200 < th dose independent sin 19 NA
148 268.52 radiation 1.0 43200 > th dose independent sin 19 NA
191 269.28 wind 1.0 14400 < th dose dependent rect. 21 2
194 269.47 wind 1.0 14400 < th dose independent rect. 10 3
196 269.53 precipitation 0.1 43200 > th dose dependent rect. 20 7
198 269.57 temperature 25.0 4320 < th dose dependent rect. 1 2
227 270.01 precipitation 0.1 43200 > th dose independent rect. 22 1
228 270.01 precipitation 0.1 43200 > th dose dependent rect. 22 1
253 270.25 radiation 1.0 43200 < th dose dependent rect. 11 12
259 270.28 precipitation 0.1 43200 < th dose independent rect. 22 1
260 270.28 precipitation 0.1 43200 < th dose dependent rect. 22 1
262 270.29 precipitation 0.1 43200 > th dose independent rect. 20 7
263 270.31 precipitation 0.1 43200 < th dose independent rect. 20 7
264 270.31 precipitation 0.1 43200 < th dose dependent rect. 20 7
292 270.45 wind 1.0 14400 > th dose independent rect. 21 5
317 270.66 precipitation 0.1 43200 > th dose independent rect. 21 3
333 270.82 temperature 15.0 4320 > th dose dependent rect. 2 1
359 270.89 radiation 1.0 43200 < th dose dependent sin 19 NA
362 270.91 precipitation 0.1 43200 < th dose independent rect. 21 3
364 270.91 precipitation 0.1 43200 < th dose dependent rect. 21 3
375 270.98 wind 1.0 14400 < th dose independent rect. 21 5
499 271.84 radiation 1.0 43200 < th dose independent rect. 1 21
510 271.85 radiation 1.0 43200 < th dose independent no NA NA
522 271.85 radiation 1.0 43200 < th dose independent rect. 21 22
549 271.96 temperature 15.0 4320 > th dose dependent rect. 23 4
573 272.09 radiation 1.0 43200 < th dose independent rect. 16 23
575 272.10 radiation 1.0 43200 > th dose independent no NA NA
626 272.12 temperature 20.0 720 > th dose dependent rect. 21 12
628 272.13 wind 1.0 14400 > th dose independent rect. 11 2
645 272.18 temperature 20.0 1440 > th dose dependent rect. 5 2
670 272.28 temperature 15.0 4320 > th dose dependent rect. 23 7
679 272.33 radiation 1.0 43200 > th dose independent rect. 16 23
695 272.46 temperature 15.0 4320 > th dose dependent rect. 1 6
852 273.19 radiation 1.0 43200 < th dose dependent rect. 5 18
854 273.20 radiation 1.0 43200 < th dose dependent rect. 5 14
940 273.51 temperature 30.0 43200 < th dose independent rect. 15 1
962 273.54 radiation 1.0 43200 < th dose dependent rect. 21 22
967 273.55 radiation 1.0 43200 < th dose dependent no NA NA
988 273.61 wind 1.0 14400 < th dose dependent rect. 10 3
995 273.66 wind 1.0 14400 > th dose independent rect. 6 20
998 273.67 wind 1.0 14400 < th dose independent rect. 6 18