Human emotions fluctuate over time. However, it is unclear how these shifting emotional states influence the organization of episodic memory. Here, we examine how emotion dynamics transform experiences into memorable events. Using custom musical pieces a
Indications were considered to possess ‘genetic insight’—meaning the human genetics of this trait or similar traits have been successfully studied—if they had ≥0.8 similarity to (1) an OMIM or IntOGen disease, or (2) a GWAS trait with at least 3 independently associated loci, on the ...
The incidence of young-onset colorectal cancer (yCRC) has been increasing in recent decades, but little is known about the gut microbiome of these patients. Most studies have focused on old-onset CRC (oCRC), and it remains unclear whether CRC signatures
The main advantage of the proposed CGEV distribution over the traditional GEV distribution is its capability in identifying the different variability dimensions as reflected in the extreme travel delay data and the clear physical meaning of its parameters with respect to the monthly and seasonal ...
Positive values also suggest that the dependent and independent variables are related in a direct proportion, meaning that the dependent variable will rise in importance, as the independent variable does. How strongly each independent variable predicts the dependent variable is shown by its significance...
Provided that for count data the data generation model entailed nonlinear trends, the meaning of the slope change is not the same as for continuous data for which linear trends were simulated. For that reason, for the count data, for conditions in which there was only a change in level (β...
This method performs both regularization (shrinkage of the estimates) and variable selection (i.e., some of the estimates are shrunken to zero, meaning that the variable is excluded from the model). The amount of shrinkage is determined by the parameter λ, which is considered as a tuning ...
as a newly defined measure of cross-study portability of an ML model. For convenience, we rescaled it to range between 0 (indicating a complete loss of discriminatory power on external data) and 1 (meaning that the ML model could be transferred to another dataset without loss of discrimination...
Mathematically, the regression constant really is that simple. However, the difficulties begin when you try to interpret themeaningof the y-intercept in your regression output. Why is it difficult to interpret the constant term? Because the y-intercept is almost always meaningless! Surprisingly, whi...
It allows written passages to be analyzed syntactically (how the words are used together to form phrases or sentences) and semantically (an analysis of the meaning of the words or phrases). Emolex (Mohammad and Turney, 2013): A lexicon that classifies 6k+ words and stems into the eight ...