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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.

Os05g0146100

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

Description : Peptidase, trypsin-like serine and cysteine domain containing protein.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 5.07 (0.0293) R2 : 0.464
β1 : 1.46 (0.108) R2dD : 0.23 R2D : 0.273
β2 : -- (--) R2dC : -- R2C : --
β3 : 1.45 (0.12) R2dE : 0.191 R2E : 0.23
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : 0.319 (0.0635) R2dN8 : 0.0368 R2N8 : -0.0416
σ : 0.545
deviance : 136.87
__
_____
C
peak time of C : --
E
wheather : radiation
threshold : 9.744
memory length : 1739
response mode : < th
dose dependency : dose independent
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 = radiation, response mode = < th, dose dependency = dose independent, 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
137.47 0.551 5.08 1.48 0.395 1.19 -0.249 -0.137 0.297 3.33 9.992 1496 -- --
137.06 0.545 5.08 1.48 0.381 1.22 -0.297 -- 0.271 3.28 9.998 1555 -- --
137.56 0.546 5.08 1.48 0.387 1.21 -- -0.164 0.291 3.36 9.997 1505 -- --
136.87 0.545 5.08 1.47 0.324 1.28 -- -- 0.317 3.4 9.998 1566 -- --
140.81 0.553 5.04 1.75 -- 1.28 -- -0.264 0.401 -- 14.51 1757 -- --
169.52 0.61 5.12 1.65 0.427 -- -0.536 -- 0.125 2.84 -- -- -- --
170.49 0.611 5.12 1.66 0.426 -- -- -- 0.128 2.93 -- -- -- --
136.87 0.545 5.07 1.46 -- 1.45 -- -- 0.319 -- 9.744 1739 -- --
185.05 0.634 5.08 -- 0.331 1.52 -- -- 0.318 3.41 9.905 2966 -- --
180.96 0.629 5.11 1.68 -- -- -- -- 0.139 -- -- -- -- --
243.14 0.729 5.16 -- 0.459 -- -- -- -0.0566 2.96 -- -- -- --
178.93 0.623 5.07 -- -- 2.21 -- -- 0.215 -- 9.88 3293 -- --
255.27 0.746 5.16 -- -- -- -- -- -0.0469 -- -- -- -- --

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
1 126.88 precipitation 0.1 43200 > th dose independent rect. 7 3
2 126.90 precipitation 0.1 43200 > th dose dependent rect. 7 3
3 127.13 precipitation 0.1 43200 < th dose independent rect. 7 3
4 127.13 precipitation 0.1 43200 < th dose dependent rect. 7 3
49 128.98 wind 1.0 43200 < th dose dependent rect. 4 2
54 129.14 temperature 25.0 43200 > th dose independent rect. 11 1
55 129.23 humidity 90.0 43200 > th dose dependent rect. 9 2
63 129.43 wind 1.0 43200 < th dose independent rect. 5 1
64 129.50 temperature 25.0 43200 < th dose independent rect. 11 1
73 129.70 wind 1.0 43200 < th dose dependent rect. 3 4
75 129.73 humidity 90.0 43200 > th dose dependent rect. 9 4
78 129.76 radiation 1.0 43200 < th dose dependent rect. 4 1
105 130.10 radiation 1.0 43200 < th dose dependent rect. 21 8
110 130.19 wind 1.0 43200 < th dose independent rect. 3 4
115 130.23 wind 9.0 43200 > th dose dependent rect. 18 1
121 130.29 radiation 1.0 14400 > th dose independent rect. 18 1
144 130.43 temperature 25.0 43200 < th dose dependent rect. 9 1
148 130.51 wind 1.0 43200 > th dose independent rect. 3 4
151 130.55 temperature 20.0 43200 < th dose independent rect. 20 1
156 130.60 temperature 20.0 43200 > th dose independent rect. 20 1
166 130.72 humidity 80.0 43200 > th dose dependent rect. 12 1
180 130.89 temperature 20.0 43200 > th dose independent rect. 20 4
201 131.08 humidity 90.0 43200 > th dose independent rect. 9 5
272 131.45 wind 1.0 43200 > th dose independent rect. 5 1
275 131.46 radiation 40.0 4320 < th dose dependent rect. 7 1
281 131.49 radiation 1.0 4320 > th dose dependent rect. 7 1
299 131.60 wind 1.0 43200 < th dose independent rect. 1 6
317 131.69 temperature 20.0 43200 > th dose independent sin 15 NA
401 131.96 temperature 20.0 43200 < th dose independent sin 14 NA
403 131.96 precipitation 0.1 43200 > th dose independent rect. 14 3
406 131.96 wind 3.0 43200 > th dose dependent rect. 21 12
416 132.00 wind 1.0 43200 < th dose dependent rect. 2 7
417 132.00 wind 3.0 43200 > th dose dependent rect. 1 10
439 132.07 precipitation 0.1 43200 > th dose dependent rect. 8 8
461 132.13 precipitation 0.1 43200 < th dose independent rect. 14 3
467 132.13 precipitation 0.1 43200 < th dose dependent rect. 14 3
471 132.14 precipitation 0.1 43200 > th dose dependent rect. 14 3
512 132.23 radiation 10.0 43200 > th dose independent rect. 8 3
541 132.28 humidity 80.0 43200 > th dose dependent rect. 11 3
548 132.29 wind 3.0 43200 > th dose dependent rect. 1 8
551 132.30 wind 7.0 43200 < th dose dependent rect. 4 1
581 132.35 precipitation 0.1 43200 < th dose independent rect. 8 11
584 132.35 precipitation 0.1 43200 < th dose dependent rect. 8 11
586 132.36 wind 5.0 43200 > th dose independent rect. 21 14
587 132.36 wind 5.0 43200 < th dose independent rect. 21 14
596 132.38 wind 5.0 43200 > th dose independent rect. 2 9
598 132.38 wind 5.0 43200 < th dose independent rect. 1 10
614 132.40 precipitation 0.1 43200 > th dose independent rect. 8 11
667 132.48 precipitation 0.1 43200 < th dose independent rect. 11 6
671 132.48 precipitation 0.1 43200 < th dose dependent rect. 11 6
673 132.49 precipitation 0.1 43200 > th dose independent rect. 11 6
701 132.52 wind 5.0 43200 > th dose dependent rect. 10 2
725 132.55 temperature 20.0 43200 > th dose independent rect. 4 22
760 132.58 humidity 90.0 43200 > th dose independent rect. 9 2
795 132.61 wind 5.0 43200 > th dose dependent rect. 21 16
802 132.63 temperature 20.0 43200 > th dose independent no NA NA
870 132.70 temperature 20.0 43200 > th dose independent rect. 23 23
921 132.78 precipitation 0.1 43200 > th dose dependent rect. 11 6
922 132.79 wind 7.0 43200 < th dose independent rect. 10 1
949 132.82 wind 1.0 43200 > th dose dependent rect. 4 1
962 132.84 temperature 20.0 43200 < th dose independent rect. 4 23
966 132.85 precipitation 0.1 43200 > th dose independent rect. 15 1
971 132.85 precipitation 0.1 43200 > th dose dependent rect. 15 1
981 132.87 temperature 20.0 43200 < th dose independent no NA NA