case 3 the two way mixed effects model

... multilevel model (model M0) In the fourth place the unconditional nonlinear fixed -effects model (model M1) and mixed- effects model (model M2) were tested In the final model impact factors on the tree ... 57.29% of the variance of the residuals of the initial model is accounted by the nonlinear mixed- effects- model All parameters of the fixed -effects- model, which describe the total function for the whole ... consid- ering the random effects- part of the mixed- effects model M3r: the model yields still significant variance components of the random effects of the intercept (σu0 = 1772.5), of the quadratic...

Ngày tải lên: 08/08/2014, 01:22

... genotype in the model affected both the rank and the magnitude of the NIHC associated effects (G The significance of the ranking of the G j ) j effects according to the different models is shown ... figure for L l The G effects according to Model at h= are by definition equal to the G z j j effects according to Model In order to compare the results from Model with the other models, a &dquo;MHC ... require the solution of the complete set of mixed model equations to obtain individual BLUP values Modifications of the models The G effects in the models may be j formula: decomposed according to the...

Ngày tải lên: 14/08/2014, 20:20

Ngày tải lên: 24/12/2013, 14:39

... κn = 2 /3 − (−1)n 2−2N +n+1 /3, n = 1, · · · , 2N Explicit examples are κ2N = 2 /3 − 2 /3 = 0, κ2N −1 = 2 /3 + 1 /3 = 1, κ2N 3 = 2 /3 + 1/12, κ2N −2 = 2 /3 − 1/6, · · · , κ2 = 2 /3 − 2−2N +3 /3 With ... given explicitly in the following: κ2N +1 = 2 /3 − 2 /3 = 0, κ2N = 2 /3 + 1 /3 = 1, κ2N −2 = 2 /3 + 1/12, κ2N −1 = 2 /3 − 1/6, · · · , κ2 = 2 /3 + 2−2N +2 /3 We first apply Theorem 3. 1 to obtain −1 A∗ ... Under the assumptions (3. 9) (3. 10), the term on the right side of (4.28) is much smaller than the accuracy we need for Theorem 3. 1 Therefore this condition will be imposed for the rest of the paper...

Ngày tải lên: 22/03/2014, 16:20

... k The over available minimum Hamming distance between code symbols in the code word 8.2 .3 Terminator Data Units triplet (n,k,d) the coursewords is d The code is then denotedan theThere are two ... Efficient location tracking using sensor networks In Wireless Communications and Networking, 20 03 WCNC 20 03 20 03 IEEE, volume 3, pages 1954–1961 vol .3 IEEE, 20 03 [ 13] Motorola Motorola P25 Compliance ... transmission includes a Network Identifier (“NID”) field that contains the 12 bit Network Access Code (NAC) and the bit frame type (“Data Unit ID”) The NAC code identfies the network on which the transmission...

Ngày tải lên: 23/03/2014, 13:20

... evaluate the predictive power of the sparse mixed- effects model In these experiments, to predict the region and time period labels of a given document, we jointly learn the two labels in the SME model, ... such as the regional and temporal differences Figure shows the graphical model of our proposed sparse mixedeffects (SME) model In this SME model, we still have the same Dirichlet α, the latent ... ) 35 .8% 40.9% – 14.2% 72 .3% 74.0% – 2.4% SVM (W3 ) SME (W3 ) 36 .1% 41.9% – 16.1% 73. 5% 74.8% – 1.8% Table 1: Compare the accuracy of the linear kernel support vector machine to our sparse mixed- effects...

Ngày tải lên: 23/03/2014, 14:20

Ngày tải lên: 24/04/2014, 17:24

... 0.7 35 0 400 400 35 0 0.7 35 0 35 0 0.7 35 0 0.7 0.5 0.6 30 0 250 0.5 200 0.4 0.6 30 0 250 0.5 200 0.4 0.6 30 0 250 0.5 200 0.4 30 0 0.6 30 0 250 0.4 200 250 0.5 200 0.4 0 .3 150 150 150 0 .3 100 150 0 .3 100 ... as the spatial probability of detection, or the percentage of the area under 500 0.9 450 0.8 0.7 400 0 .35 450 500 0.7 450 0 .3 400 400 0.7 35 0 500 0.6 400 0.7 0.6 35 0 35 0 35 0 35 0 0.25 0.6 30 0 30 0 ... 250 30 0 35 0 400 450 0.6 250 0.5 200 0.4 150 0 .3 100 0.2 50 0.1 500 0.7 30 0 0 .3 100 50 0.8 35 0 30 0 0.2 0.9 450 400 150 50 500 0.7 0 .3 100 0.2 0.8 35 0 150 50 0.9 450 400 0 .3 100 0.2 50 500 0.7 35 0...

Ngày tải lên: 21/06/2014, 03:20

... 4.45 45.78 50. 23 0.11 50 .34 174 .3 42.67 15. 63 39.79 8.19 7. 83 3.11 29 35 .11 35 .11 149.2 78.27 3. 53 22 26. 83 7.72 4.96 33 .62 38 .58 7.72 46 .3 176.9 1.07 21. 63 7.88 0.89 23. 98 29.68 5 .31 1.06 0.54 ... 2.98 0 .31 5.95 1.17 1.85 29.65 37 .76 2.98 40.74 134 .4 47.07 16.82 49 .38 6 .33 8.18 5.06 6.2 27.58 33 .78 5.06 38 .84 166.6 0.59 84. 63 0.75 7.84 33 .41 2.72 0.97 62.77 63. 74 2.72 66.46 1 93. 7 2.52 33 .54 ... 0.62±0.04a 2 .36 ±0.17ab 9.24±1.20a 14. 53 1.89a 22 .3 0.45a T6 0.46±0.03b 2.40±0.10 9 .33 ±0.95a 15.78±2 .35 a 19.05±5.16a T7 0 .33 ±0.02c 2 .32 ±0.11bc 8.90±1.12a 16. 53 0.62a 18.69 3. 36a T8 0 .32 ±0.02cd 2.27±0.10c...

Ngày tải lên: 21/06/2014, 05:20

... the two- way relay channel in [18–21] Consider the following single-antenna two- way network with two sources and one relay in between There is no direct link between the two sources, and the exchange ... realizations in Section The conclusion is drawn in Section hA1 hB1 A B hA2 hB2 Figure 1: Model of two- way two- relay network The labels of the arrows indicate the corresponding link gains In the second stage, ... messages with the help of the two relays We assume there is no direct link between the two terminals and between the two- relays Furthermore, all of the nodes are half-duplex The total communication...

Ngày tải lên: 21/06/2014, 17:20

... 50 .34 174 .3 T2 42.67 15. 63 39.79 8.19 7. 83 3.11 29 35 .11 35 .11 149.2 T3 78.27 3. 53 22 26. 83 7.72 4.96 33 .62 38 .58 7.72 46 .3 176.9 T4 1.07 21. 63 7.88 0.89 23. 98 29.68 5 .31 1.06 0.54 0.52 2.98 0 .31 ... 29.65 37 .76 2.98 40.74 134 .4 T5 47.07 16.82 49 .38 6 .33 8.18 5.06 6.2 27.58 33 .78 5.06 38 .84 166.6 T6 0.59 84. 63 0.75 7.84 33 .41 2.72 0.97 62.77 63. 74 2.72 66.46 1 93. 7 T7 2.52 33 .54 10.94 1.94 3. 39 ... 34 .80 Cost for seed (1) 17.50 35 .00 70.00 105.00 61.20 122.40 244.80 36 7.20 Mesh and fencing 3. 30 3. 30 3. 30 3. 30 3. 30 3. 30 3. 30 3. 30 Labour cost 7.20 7.20 7.20 7.20 7.20 7.20 7.20 7.20 Hut for daily...

Ngày tải lên: 22/06/2014, 12:20

... Taking rest Urban n =38 9 N % 32 8,2 35 7 91.8 Rural n =37 3 N % 40 10,7 33 3 89 ,3 Total n=762 n % 72 9,4 690 90,6 59 33 0 15,2 84,8 34 33 9 9,1 90,9 93 669 12,2 87,8 281 13 95 72,2 3, 3 24,4 279 91 74,8 ... 750 99,6 Full dose 96 27,4 130 35 ,1 226 31 ,4 Less dose 35 10,0 79 21,4 114 15,8 No taking 219 62,6 161 43, 5 38 0 52,8 Yes 37 7 96,9 36 2 97,1 739 97,0 No 12 3, 1 11 2,9 23 3,0 Meal amount Vitamin A ... (46,2%) while mothers in rural area receive from their mothers ( 43, 3%) and mother-in-law (42,5%) 3. 1.1 .3 Health status of mothers and newborns - Mothers' health: Only 10-20% mothers are coping...

Ngày tải lên: 25/07/2014, 11:36

... curve, (a’ + are the fixed deviations from (3a), (3c) are the ran(3b) dom deviations from (3a), and (3d) is the residual variation which follows N(0, σ’ The sub -model (3b) is ) where Δα’ ... in testing whether age from the pith and ring width have identical effects depending on the regions, the stands, the trees and the radii The density component model fitted was then as follows: ... variance-covariance matrix of random effects, x is the vector of variables associated with the fixed effects, z is the vector of variables associated with the random effects and ϵ is the residual random...

Ngày tải lên: 08/08/2014, 14:21

... PHOTOGRAPHY THE SMART WAY the camera and the photo sensor (rather than the film) that control this How does the camera control the light? Two ways First, it controls the light by changing the size of the ... image editor and the best 38 EBAY PHOTOGRAPHY THE SMART WAY archive viewer, which are unlikely to come in the same software package This gives you two advantages First, you always use the best program ... so that the photograph will be sharp Nonetheless, the act of pushing the shutter release will jar the camera ever so slightly, possibly resulting in an unsharp photograph There are two ways to...

Ngày tải lên: 08/08/2014, 20:20

... through pathways involving JAK3 have been associated with progression of arthritis, experiments were designed to evaluate the effects of CP-690550 in rodent models of the disease Neither murine ... population [ 23] in two well characterized rodent models A T cell contribution to disease has been demonstrated in both models [15-17] In murine CIA, the magnitude of effects observed at the highest ... score of 3. 7 ± 0 .3 (Figure 3) In contrast, in both no pump (12.7 ± 1.4) and PEG 30 0 vehicle alone (10.7 ± 1.4) treatment groups, portions of the non-calcified cartilage had been worn down to the tidemark...

Ngày tải lên: 09/08/2014, 10:22

... variance for the t-models are less accurate than those from the G -model The increase in mean squared error over the Gaussian model was about 5-6 % for the t-H model, and 7-18 % for the t-1 model Tables ... the HP9000 (3) 3 RESULTS AND DISCUSSION 3. 1 Absence of preferential treatment The objective here was to examine possible losses in efficiency due to using the two t-distribution models when there ... equal to the true variance component, i.e 0.75 for the residual variance and 0.25 for the genetic variance In the t-models, the prior for ais for the scale of the distribution and not for the residual...

Ngày tải lên: 09/08/2014, 18:21

... associated with such models using analytical techniques Even in the case of single gene models without polygenic effects, the need to marginalise over the distribution of the unknown single genotypes ... be the genotypes in the block V - B¡ Further, let the evidence be genotypes in the complementary set (Bi WBB;), realised values of other variables, and the data [i.e e b, u, m, ae, f, y)] These ... networks When the Bayesian network contains loops, it is difficult to set the order of summations such that the sizes of the probability tables minimised Therefore, an algorithm is required The...

Ngày tải lên: 09/08/2014, 18:21

... in the two t-models were markedly different In the case of the herd-clustered model, the posterior distribution of Qresembled that of the Gaussian model For the residual scale u parameter, the ... (1994) 33 336 0 [35 ] Stranden I., Robust mixed effects linear models with t-distributions and application to dairy cattle breeding, Ph.D thesis, University of Wisconsin, Madison, WI, 1996 [36 ] Stranden ... was v , f the posterior distribution in the herd-clustered t -model was not sharp (there were only four clusters), the two sets of results point away from the Gaussian assumption for the residuals,...

Ngày tải lên: 09/08/2014, 18:21

... a This b will serve to develop different hypotheses about the mean and variance of the base population In most mixed models either the mean or the variance is assumed to be zero Hence, to be ... for crosses from two populations, Genet Sel Evol 27 (1995) 32 3 -33 4 Famula T.R., An equivalence between models of restricted selection and genetic Appl Genet 71 (1985) 4 13- 416 [3] Fernando R.L., ... 24 (1992) 30 5 -31 3 (11! Quaas R.L., Additive genetic model with groups and relationships, J Dairy Sci 71 (1988) 133 8- 134 5 [12] Quaas R.L., Pollack E.J., Modified equations for sire models with...

Ngày tải lên: 09/08/2014, 18:21