FiT-DB / Search/ Help/ Sample detail


Os04g0308100

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

Description : Similar to Wall-associated kinase 4.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 5.97 (0.0475) R2 : 0.566
β1 : 1.12 (0.172) R2dD : 0.0404 R2D : 0.0172
β2 : 1.43 (0.118) R2dC : 0.143 R2C : 0.187
β3 : -3.22 (0.187) R2dE : 0.312 R2E : 0.375
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : 0.274 (0.104) R2dN8 : 0.0109 R2N8 : 0.023
σ : 0.877
deviance : 354.59
__
_____
C
peak time of C : 8.77
E
wheather : radiation
threshold : 1.427
memory length : 4358
response mode : < th
dose dependency : dose dependent
G
type of G : rect.
peak or start time of G : 17.6
open length of G : 13.1

__

Dependence on each variable

Residual plot

Process of the parameter reduction
(fixed parameters. wheather = radiation, 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
336.02 0.861 5.95 2.09 1.52 -3.56 -1.12 -4.99 0.467 9.33 0.9542 4340 17.9 13.1
354.06 0.876 5.97 1.08 1.42 -3.3 -1.22 -- 0.314 8.95 1.415 4359 17.7 13.2
340.24 0.859 5.95 2.04 1.57 -3.53 -- -4.9 0.463 9.27 0.9447 4336 17.9 13.1
354.59 0.877 5.97 1.12 1.43 -3.22 -- -- 0.274 8.77 1.427 4358 17.6 13.1
451.43 0.99 5.98 2.09 -- -3.58 -- -4.86 0.484 -- 1.353 5829 17.9 13.1
581.39 1.13 5.89 1.24 1.66 -- -0.977 -- 0.761 9.33 -- -- -- --
584.71 1.13 5.9 1.2 1.67 -- -- -- 0.759 9.22 -- -- -- --
450.77 0.989 5.98 1.25 -- -3.51 -- -- 0.399 -- 1.643 4399 17.6 13.2
380.23 0.908 5.96 -- 1.46 -3.46 -- -- 0.203 8.7 1.29 4359 17.7 14
746.93 1.28 5.94 1.2 -- -- -- -- 0.767 -- -- -- -- --
622.8 1.17 5.93 -- 1.67 -- -- -- 0.625 9.17 -- -- -- --
470.37 1.01 6.08 -- -- -4.24 -- -- 0.0233 -- 1.597 4403 17.7 16.3
784.65 1.31 5.97 -- -- -- -- -- 0.634 -- -- -- -- --

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
1 328.40 atmosphere 1005 43200 < th dose independent rect. 16 1
4 329.64 atmosphere 1005 43200 > th dose independent rect. 16 2
12 331.39 radiation 1 43200 < th dose independent rect. 18 11
29 332.76 radiation 1 43200 < th dose independent rect. 18 3
30 332.77 radiation 1 14400 < th dose dependent rect. 18 16
33 332.78 radiation 1 14400 < th dose dependent rect. 18 18
38 332.86 radiation 1 14400 < th dose dependent sin 9 NA
65 333.52 radiation 1 14400 < th dose dependent rect. 2 8
148 334.28 radiation 1 43200 > th dose independent rect. 18 11
156 334.42 atmosphere 1005 43200 > th dose dependent rect. 19 1
241 335.63 radiation 1 43200 > th dose independent rect. 18 1
262 335.83 radiation 1 14400 < th dose dependent rect. 5 16
263 335.83 radiation 1 14400 < th dose dependent rect. 5 23
275 335.89 radiation 1 14400 < th dose dependent rect. 2 19
298 335.92 radiation 1 14400 < th dose dependent no NA NA
313 335.93 radiation 1 14400 < th dose dependent rect. 20 23
332 336.01 radiation 1 14400 < th dose independent rect. 18 20
349 336.22 radiation 1 14400 < th dose dependent rect. 9 23
352 336.24 radiation 1 14400 < th dose independent rect. 18 18
372 336.40 atmosphere 1005 43200 > th dose dependent rect. 17 13
406 336.61 atmosphere 1005 43200 > th dose dependent sin 14 NA
456 336.83 atmosphere 1005 43200 > th dose dependent rect. 16 20
460 336.86 radiation 1 14400 > th dose independent rect. 18 20
478 336.90 atmosphere 1005 43200 > th dose dependent rect. 10 20
483 336.93 atmosphere 1005 43200 > th dose dependent rect. 11 1
484 336.93 atmosphere 1005 43200 > th dose dependent rect. 10 14
579 337.14 radiation 1 43200 < th dose dependent rect. 18 2
585 337.15 atmosphere 1005 43200 > th dose dependent rect. 4 20
590 337.16 atmosphere 1005 43200 > th dose dependent rect. 5 1
602 337.18 atmosphere 1005 43200 > th dose dependent no NA NA
614 337.19 atmosphere 1005 43200 > th dose dependent rect. 23 23
645 337.24 atmosphere 1005 43200 > th dose dependent rect. 19 23
662 337.27 radiation 1 14400 > th dose independent rect. 18 18
728 337.51 atmosphere 1005 43200 > th dose dependent rect. 23 1
830 337.93 atmosphere 1005 43200 > th dose dependent rect. 4 8