eLife

Synaptic density and relative connectivity conservation maintain circuit stability across development

The authors have performed a potentially valuable new kind of analysis in connectomics, mapping to an interesting developmental problem of synaptic input to sensory neurons. While the analysis itself ...
Journal of Epidemiology and Community Health (JECH)

Assessing the relationship between community resilience and health outcomes: an observational local-authority level study in England

Background Community resilience is a relevant concept in public health, but its empirical relationship with health outcomes ...
How-To Geek on MSN

How to run R-style linear regressions in Python the easy way

If you have experience with R or want a quick way to generate a regression with statsmodels using a pandas DataFrame, you can use R-style formulas. First, you need to import statsmodels and its ...
IEEE

Linear Regression and Artificial Neural Networks based Efficient Sales Forecasting Model with Increased Prediction Accuracy

Abstract: The study's goal is to uncover the key factors that influence sales, as well as conduct an experiment to determine the optimal algorithm among Linear Regression and innovative Artificial ...
IEEE

Finite Sample Analysis of Distribution-Free Confidence Ellipsoids for Linear Regression

Abstract: The least squares (LS) estimate is the archetypical solution of linear regression problems. The asymptotic Gaussianity of the scaled LS error is often used ...