A dynamic regression analysis tool for quantitative assessment of bacterial growth written in Python.
Sign Up to like & getrecommendations! Published in 2017 at "Journal of microbiological methods"
DOI: 10.1016/j.mimet.2016.11.015
Abstract: Herein, an open-source method to generate quantitative bacterial growth data from high-throughput microplate assays is described. The bacterial lag time, maximum specific growth rate, doubling time and delta OD are reported. Our method was validated… read more here.
Keywords: regression analysis; analysis tool; tool quantitative; dynamic regression ... See more keywords
Dynamic Regression of Longitudinal Trajectory Features.
Sign Up to like & getrecommendations! Published in 2025 at "Journal of the American Statistical Association"
DOI: 10.1080/01621459.2025.2474265
Abstract: Abstract Chronic disease studies often collect data on biological and clinical markers at follow-up visits to monitor disease progression. Viewing such longitudinal measurements governed by latent continuous trajectories, we develop a new dynamic regression framework… read more here.
Keywords: trajectory features; regression longitudinal; regression; longitudinal trajectory ... See more keywords
Laplace-Logistic Unit Distribution with Application in Dynamic and Regression Analysis
Sign Up to like & getrecommendations! Published in 2024 at "Mathematics"
DOI: 10.3390/math12142282
Abstract: This manuscript presents a new two-parameter unit stochastic distribution, obtained by transforming the Laplace distribution, using a generalized logistic map, into a unit interval. The distribution thus obtained is named the Laplace-logistic unit (abbreviated LLU)… read more here.
Keywords: unit; distribution; regression analysis; logistic unit ... See more keywords