Parametric and Nonparametric Bayesian Filters for Autonomous Underwater Vehicle Localization
Sign Up to like & getrecommendations! Published in 2019 at "Journal of Control, Automation and Electrical Systems"
DOI: 10.1007/s40313-019-00529-z
Abstract: This work presents a comparison between parametric and nonparametric localization methods for autonomous underwater vehicles based on two classes of Bayesian filters for sensor fusion: the Particle Filter and the Extended Kalman Filter. In order… read more here.
Keywords: nonparametric bayesian; vehicle; parametric nonparametric; bayesian filters ... See more keywords
Comparative study of PV power forecast using parametric and nonparametric PV models
Sign Up to like & getrecommendations! Published in 2017 at "Solar Energy"
DOI: 10.1016/j.solener.2017.07.032
Abstract: Abstract Forecast procedures for large ground mounted PV plants or smaller BIPV or BAPV systems may use a parametric or a nonparametric model of the PV system. In this paper, both approaches are used independently… read more here.
Keywords: forecast using; comparative study; parametric nonparametric; power forecast ... See more keywords
Performance evaluation of parametric and nonparametric methods when assessing effect measure modification.
Sign Up to like & getrecommendations! Published in 2021 at "American journal of epidemiology"
DOI: 10.1093/aje/kwab220
Abstract: Effect measure modification is often evaluated using parametric models. These models, though efficient when correctly specified, make strong parametric assumptions. While nonparametric models avoid important functional form assumptions, they often requirelarger samples to achieve a… read more here.
Keywords: effect measure; effect; parametric nonparametric; performance ... See more keywords
Preparing fMRI Data for Postprocessing: Conversion Modalities, Preprocessing Pipeline, and Parametric and Nonparametric Approaches
Sign Up to like & getrecommendations! Published in 2019 at "IEEE Access"
DOI: 10.1109/access.2019.2937482
Abstract: The complexity of raw functional magnetic resonance imaging (fMRI) data with artifacts leads to significant challenges in multioperations with these data. FMRI data analysis is extensively used in neuroimaging fields, but the tools for processing… read more here.
Keywords: conversion; fmri; parametric nonparametric; fmri data ... See more keywords
Parametric or nonparametric statistical tests: Considerations when choosing the most appropriate option for your data
Sign Up to like & getrecommendations! Published in 2022 at "Cytopathology"
DOI: 10.1111/cyt.13174
Abstract: This article serves as the second in a series that offers recommendations for optimal data reporting, specifically focusing on statistical methods most frequently reported by the Cytopathology audience. The inaugural article, Recommendations for reporting statistical… read more here.
Keywords: nonparametric statistical; statistical tests; appropriate option; choosing appropriate ... See more keywords
Evaluation of Parametric and Nonparametric Machine‐Learning Techniques for Prediction of Saturated and Near‐Saturated Hydraulic Conductivity
Sign Up to like & getrecommendations! Published in 2019 at "Vadose Zone Journal"
DOI: 10.2136/vzj2018.07.0141
Abstract: Parametric and nonparametric supervised machine learning techniques were used to estimate saturated and near-saturated hydraulic conductivities (Ks and K10, respectively) from easily measurable soil properties including the name of the pedological horizon (HOR), soil texture… read more here.
Keywords: machine; machine learning; learning techniques; parametric nonparametric ... See more keywords
Parametric and Nonparametric Analysis of the Internal Structure of the Psychosocial Work Processes Questionnaire (PROPSIT) as Applied to Workers
Sign Up to like & getrecommendations! Published in 2022 at "International Journal of Environmental Research and Public Health"
DOI: 10.3390/ijerph19137970
Abstract: The study of the dimensionality or internal structure of a measure has a definitional purpose with notable theoretical and practical implications; this aspect can be analyzed via both parametric and nonparametric approaches. The latter are… read more here.
Keywords: internal structure; structure; work; propsit ... See more keywords