GitHub

AKDE: Multivariate Adaptive Kernel Density Estimation Using Gaussian Mixture Model

AKDE provides an accurate, adaptive kernel density estimator based on the Gaussian Mixture Model for multidimensional data. This Python implementation includes automatic grid construction for ...
eLife

Detecting directed motion and confinement in single-particle trajectories using hidden variables

In this valuable contribution, the authors present a novel and versatile probabilistic tool for classifying tracking behaviors and understanding parameters for different types of single-particle ...
IEEE

Modified Unscented Kalman Filter Considering Maximum Point of Probability Density Function

Abstract: The unscented Kalman filter (UKF) has demonstrated its effectiveness for state estimation in highly nonlinear systems over the past two decades. However, the UKF's assumption of a single ...
Frontiers

Beta transformation of the Exponential-Gaussian distribution with its properties and applications

Department of Mathematics, Kotebe University of Education, Addis Ababa, Ethiopia This study introduces a five-parameter continuous probability model named the Beta-Exponential-Gaussian distribution by ...
corporate.homedepot

The Home Depot Expands Pro Ecosystem With Four New Distribution Centers Designed to Bring Convenience and Reliability to Pro Customers

ATLANTA, March 14, 2024 – The Home Depot is opening four new distribution centers, expanding its pro ecosystem to Detroit, southern Los Angeles, San Antonio and Toronto in 2024. The new facilities are ...
The Earth Institute Columbia University

probability distributions for epidemiologists

dxxx(x,) returns the density or the value on the y-axis of a probability distribution for a discrete value of x pxxx(q,) returns the cumulative density function (CDF) or the area under the curve to ...
Frontiers

Accuracy of wind speed forecasting based on joint probability prediction of the parameters of the Weibull probability density function

College of Engineering and Technology, University of Science and Technology of Fujairah, Fujairah, United Arab Emirates This work aims to evaluate different error ...