Bayesian hypothesis testing presents an attractive alternative topvalue hypothesis testing. Part I of this series outlined several advantages of Bayesian hypothesis testing, including the ability to quantify evidence and the ability to monitor and update this evidence as data come in, without the need ...
The bearish engulfing pattern suggests a psychological tug of war between optimism and pessimism, confidence and fear. Its appearance could mark a pivotal moment when the balance of power shifts from buyers to sellers and a downtrend begins.2Understanding this psychology helps make more informed decis...
Natural Language Processing (NLP) is a subfield of artificial intelligence (AI) that deals with the interaction between computers and humans in natural language. NLP is concerned with the development of algorithms and statistical models that enable computers to process, understand, and generate ...
Research recommendations included three core factors in questionnaire design during health crises: 1) using existing, validated questions, 2) questionnaire adaptability and flexibility, and 3) testing within and outside the research group. Additionally, we addressed burden of participation, and we advocat...
SOM in unsupervised mode is often clustered according to the most significant data features of the input samples (Kohonen, 1982, 2001). Compared with other neural network algorithms, it has the advantages of minor calculation and fast convergence. Download: Download high-res image (394KB) ...
A method of solving a convex programming problem with convergence rate o(1/k2). In Soviet Mathemat- ics Doklady, volume 27, pages 372–376, 1983. [40] S. Novoselov, O. Kudashev, V. Schemelinin, I. Krem- nev, and G. Lavrentyeva. Deep cnn based feature extrac- tor for text-...
view of market psychology, with each "candle" revealing the opening, closing, high, and low prices for a given time frame. The shooting star, characterized by a small body and a long upper shadow, appears at the peak of an uptrend, hinting at a possible bearish shift in market sentiment...
First, we were not able to include a latent measurement model due to convergence difficulties, likely owed to the complexity of the conducted analyses. While psychometric properties of the used measures were generally favorable, the use of composite scores precluded controlling for measurement error, ...
Functional convergence is a widespread phenomenon in evolution, revealing sometimes striking functional similarities between very distant species even though the mechanisms involved may be different. Studies on mammals (including non-human primates) and bird species ...
We carry out this process using the pymoo algorithmic framework (https://pymoo.org/) by choosing a population size of 100 and only 10 in each generation and an implementation that is a greedier variant and improves convergence. In addition, we have enabled repeated checks to ensure that offspr...