BACKGROUND When developing risk models for binary data with small or sparse data sets, the standard maximum likelihood estimation (MLE) based logistic regression faces several problems including biased or infinite estimate of the regression coefficient and frequent convergence failure of the likelihood due to separation. The problem of separation occurs commonly even if sample size is large but...

A new policy to show IP location is promulgated by the Chinese government in 2022. Since then, mainstream social media, including video sites and forums, has display provincial address of person who posted or article, meaning media users will be able see where article from. This paper collects comments from “Bilibili”, a site for young Chinese, analyzes content each comment determine whether th...

In this paper, with the aim of performing joint multi-target localization and discrimination tasks, a performance-driven resource allocation scheme is proposed. first, by establishing signal model under deception jamming utilizing maximum likelihood (ML) estimator, estimation information targets can be obtained. Secondly, Cramer–Rao lower bound (CRLB) for transmit antenna selection power derive...

We show that human ability to discriminate the wavelength of monochromatic light can be understood as maximum likelihood decoding of the cone absorptions, with a signal processing efficiency that is independent of the wavelength. This work is built on the framework of ideal observer analysis of visual discrimination used in many previous works. A distinctive aspect of our work is that we highli...

Two experiments were conducted to explore the ability of human observers to discriminate the spatial frequency of briefly-presented, Gaussian-truncated sinewave gratings. In the first experiment, the influence of stimulus contrast and stimulus bandwidth on discrimination thresholds was measured after removing any position cues by randomizing the spatial phase of the gratings for each presentati...

in the present study, the effect of 5-ht2a receptor blockers in ca1 region of rat hippocampus on spatial learning was assessed in a t-maze, a spatial discrimination task. rats were canulated bilaterally and injected daily vehicle (saline), 5-ht2a-selective antagonist, ketanserin (0.6, 1.2 or 2.4 µg/0.5 µl) and pirenperone (0.1, 0.3, 1.2 or 2.4 µg/0.5 µl) into the cannula 30 minutes before train...

BACKGROUND Transcatheter aortic valve replacement (TAVR) is a less invasive option for treatment of high-risk patients with severe aortic stenosis. We sought to identify patients at high risk for poor outcome after TAVR using a novel definition of outcome that integrates quality of life with mortality. METHODS AND RESULTS Among 2137 patients who underwent TAVR in the PARTNER (Placement of Aor...

The lost letter technique is an unobtrusive method to investigate attitudes in a particular population. Ostensibly lost letters from senders who apparently belong to different groups or addressed to recipients from apparently different groups are dispersed in public places, and return rates represent a measure of altruistic or discriminatory behavior toward one group or another. In two field ex...

A class of multiscale stochastic models based on scale-recursive dynamics on trees has previously been introduced. Theoretical and experimental results have shown that these models provide an extremely rich framework for representing both processes which are intrinsically multiscale, e.g., 1/f processes, as well as 1D Markov processes and 2D Markov random fields. Moreover, efficient optimal est...