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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.

Os07g0654800

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

Description : Non-protein coding transcript, putative npRNA.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 3.83 (0.043) R2 : 0.0619
β1 : -- (--) R2dD : -- R2D : --
β2 : -- (--) R2dC : -- R2C : --
β3 : 0.865 (0.166) R2dE : 0.0562 R2E : 0.0569
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : 0.124 (0.0906) R2dN8 : 0.00499 R2N8 : 0.00568
σ : 0.807
deviance : 300.12
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_____
C
peak time of C : --
E
wheather : humidity
threshold : 107.4
memory length : 1393
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 = humidity, 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
283.11 0.791 3.85 -0.791 0.184 1.07 -1.12 -1.63 0.0832 17.1 86.05 1309 -- --
286.66 0.789 3.84 -0.64 0.182 0.98 -1.01 -- 0.097 16.9 87.3 1308 -- --
285.9 0.788 3.86 -0.797 0.184 1.05 -- -1.45 0.0771 18.8 86.08 1360 -- --
288.89 0.792 3.84 -0.637 0.179 0.934 -- -- 0.106 18.7 86.18 1359 -- --
287.49 0.79 3.85 -0.776 -- 1.03 -- -1.49 0.073 -- 86 1402 -- --
307.33 0.822 3.83 -0.521 0.0944 -- -1.11 -- 0.102 17.3 -- -- -- --
309.4 0.824 3.84 -0.523 0.158 -- -- -- 0.0962 20.9 -- -- -- --
290.5 0.794 3.83 -0.637 -- 0.912 -- -- 0.105 -- 86 1420 -- --
298.41 0.805 3.83 -- 0.183 0.893 -- -- 0.126 18.6 100.1 1359 -- --
310.82 0.824 3.84 -0.523 -- -- -- -- 0.0951 -- -- -- -- --
316.59 0.832 3.83 -- 0.159 -- -- -- 0.154 20.6 -- -- -- --
300.12 0.807 3.83 -- -- 0.865 -- -- 0.124 -- 107.4 1393 -- --
318.02 0.832 3.82 -- -- -- -- -- 0.153 -- -- -- -- --

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
1 272.43 humidity 80.0 1440 < th dose dependent rect. 16 3
3 273.23 radiation 30.0 14400 < th dose independent rect. 16 2
7 273.35 radiation 30.0 14400 < th dose independent rect. 16 5
10 273.41 precipitation 0.1 14400 > th dose independent rect. 21 1
12 273.45 precipitation 0.1 14400 < th dose independent rect. 21 1
13 273.45 precipitation 0.1 14400 < th dose dependent rect. 21 1
16 273.54 radiation 30.0 14400 < th dose independent rect. 16 9
30 274.22 radiation 10.0 4320 > th dose dependent rect. 17 13
36 274.60 humidity 50.0 1440 > th dose dependent rect. 17 1
39 274.64 radiation 10.0 4320 > th dose dependent rect. 17 1
52 274.72 precipitation 0.1 14400 > th dose dependent rect. 21 1
55 274.74 humidity 60.0 1440 < th dose independent rect. 16 2
65 275.22 humidity 60.0 1440 > th dose independent rect. 16 2
93 275.77 humidity 60.0 1440 < th dose independent rect. 16 17
95 275.79 humidity 60.0 1440 > th dose independent rect. 16 9
115 275.84 humidity 60.0 1440 > th dose independent rect. 16 15
126 275.93 precipitation 0.1 14400 > th dose dependent rect. 20 6
133 276.09 temperature 30.0 720 < th dose independent rect. 17 9
146 276.36 precipitation 0.1 14400 > th dose independent rect. 20 5
147 276.43 precipitation 0.1 14400 < th dose independent rect. 20 5
148 276.43 precipitation 0.1 14400 < th dose dependent rect. 20 5
163 276.58 wind 9.0 90 > th dose independent rect. 19 15
180 276.86 wind 1.0 43200 < th dose dependent rect. 2 1
185 277.01 wind 9.0 90 > th dose independent rect. 21 13
222 277.37 temperature 30.0 720 < th dose independent rect. 17 15
230 277.58 humidity 50.0 1440 > th dose dependent rect. 16 7
238 277.73 radiation 10.0 14400 > th dose independent rect. 5 1
254 277.88 wind 9.0 14400 > th dose independent rect. 16 1
261 278.00 temperature 10.0 720 > th dose dependent rect. 16 9
262 278.01 wind 9.0 90 > th dose independent rect. 1 9
276 278.23 temperature 30.0 720 > th dose independent rect. 17 2
328 278.72 radiation 10.0 4320 > th dose independent rect. 17 1
375 279.00 temperature 10.0 720 > th dose dependent rect. 14 14
390 279.08 humidity 80.0 1440 < th dose dependent sin 14 NA
422 279.25 temperature 30.0 720 > th dose dependent rect. 17 2
509 279.72 humidity 60.0 1440 < th dose independent sin 12 NA
562 279.84 humidity 70.0 720 > th dose independent rect. 18 9
597 279.95 wind 5.0 14400 > th dose dependent rect. 22 1
603 279.98 humidity 90.0 14400 < th dose independent rect. 1 1
615 280.09 humidity 60.0 1440 > th dose independent sin 12 NA
651 280.39 wind 9.0 14400 > th dose dependent rect. 16 1
659 280.41 temperature 20.0 720 > th dose dependent sin 15 NA
669 280.45 temperature 10.0 720 > th dose dependent sin 15 NA
678 280.51 temperature 15.0 1440 > th dose dependent rect. 16 1
686 280.56 wind 9.0 14400 < th dose independent rect. 16 1
706 280.64 temperature 30.0 720 < th dose dependent rect. 16 7
718 280.72 wind 7.0 14400 > th dose independent rect. 22 1
720 280.72 radiation 1.0 4320 < th dose independent rect. 18 12
721 280.72 wind 1.0 14400 < th dose dependent rect. 19 3
743 280.80 wind 7.0 14400 < th dose independent rect. 22 1
747 280.81 radiation 10.0 1440 > th dose independent rect. 15 15
754 280.84 radiation 10.0 1440 > th dose independent rect. 15 3
792 280.98 humidity 50.0 4320 < th dose independent rect. 10 7
809 280.98 humidity 50.0 1440 > th dose dependent sin 18 NA
939 281.28 humidity 50.0 4320 > th dose independent rect. 12 5
941 281.29 temperature 30.0 720 < th dose independent rect. 17 6
973 281.35 wind 7.0 90 > th dose dependent rect. 23 11
992 281.45 wind 9.0 90 > th dose dependent rect. 19 15