Negative log likelihood of a partially autoregressive fitMatthew Clegg
You et al. [68] proposed a logarithm of maximum evidence (LogME), which computes the similarity by maximizing the marginal likelihood by optimizing some Bayesian statistics. Huang et al. [57] developed a transfer rate (TransRate) strategy by computing the mutual information with coding rate \...
categories: “towards UnRx” if logFC of Rx vs. RxH has the same sign as logFC of Rx vs. UnRx, and “away from UnRx” otherwise. The comparisons are as explained in panela. The in-cis and in-trans gene annotation uses the copy numbers at Rx and RxH.fScatter plots for logFC ...
lymph nodes, poorer overall survival and disease- specific survival, and increased likelihood for receiving secondary treatments. On the other hand, positive ERG status correlated only with lower preoperative PSA and increased likelihood for receiving secondary therapies but not with disease- specific ...
The first one will print them all with equal likelihood; the second one will print a half the time, and each other option a quarter of the time; the third will print c half the time, and each other option a quarter of the time. This can be a bit unintuitive: for a lot of ...
of Observations Log Pseudo Likelihood χ2 Pseudo R2 IMH1 -0.025 (0.89) 0.0000191** (0.037) 0.276*** (0.00) -0.21 (0.19) 0.03 (0.19) 0.0000012** (0.02) -0.89*** (0.00) -0.31 (0.13) 0.54*** (0.003) -0.337 (0.15) -0.05 (0.23) 0.0009** (0.011) 829 -431.84 IMH 2 -0.24 (...
log(pi1−pi)=xiTβ. (2) It is therefore assumed that the logit transformation of the outcome variable has a linear relationship with the predictor variables. The parameters of the logistic model are estimated by maximizing the log likelihood function of the logistic model given by l(β...
Extinguishing Responses: Behaviors become "extinguished" when they "go out" as would a fire after burning for a while. This would not occur if the behavior (or fire) receives ongoing inputs of "fuel", but there are methods for allowing...
Cases for which there was a less than 90% likelihood of being in any category were termed unclassified. Histologic and immunologic studies The lymph node specimens were fixed in 10% neutral buffered formalin and embedded in paraffin, and 4-μm sections were cut and stained with hematoxylin and...
[48], in line with our ChIP results. A systematic review and meta-analysis concluded that elevated Slug protein expression may be related to poor outcomes in patients with breast cancer. Increased Slug expression was associated with a higher TNM stage and a higher likelihood of axillary lymph ...