A method for determining groups in nonparametric regression curves: application to prefrontal cortex neural activity analysis

DOI10.3934/MBE.2022302OpenAlexW4225713194MaRDI QIDQ2686788

Celestino Ordóñez, Luis F. Meira-Machado, Javier Roca‐Pardiñas

Publication date: 28 February 2023

Published in: Mathematical Biosciences and Engineering (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.3934/mbe.2022302

zbMATH Keywords

nonlinear regressiongeneralized additive modelnumber of groupsclustering of regression curvesfactor-by-curve interactionmultiple regression curves

Mathematics Subject Classification ID

Statistics (62-XX) Neural networks for/in biological studies, artificial life and related topics (92B20)

Uses Software

• gamair

Cites Work

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• A proposal for robust curve clustering
• An updated review of goodness-of-fit tests for regression models
• Bandwidth selection for power optimality in a test of equality of regression curves
• Testing the equality of linear single-index models
• Sizer analysis for the comparison of regression curves
• Testing the hypothesis of a generalized linear regression model using nonparametric regression estimation
• Derivative estimation and testing in generalized additive models
• Testing the equality of nonparametric regression curves
• Nonparametric analysis of covariance.
• Multiscale clustering of nonparametric regression curves
• Multiple testing procedures with applications to genomics.
• Testing Heteroscedasticity In Nonparametric Regression
• Non-Parametric Analysis of Covariance
• Smoothing Parameter Selection for Power Optimality in Testing of Regression Curves
• NONPARAMETRIC ESTIMATION AND TESTING OF INTERACTION IN ADDITIVE MODELS
• Comparison of Regression Curves Using Quasi-Residuals
• A Non‐parametric <scp>ANOVA</scp>‐type Test for Regression Curves Based on Characteristic Functions
• Classification of Non-Parametric Regression Functions in Longitudinal Data Models
• Bootstrap Test for Difference Between Means in Nonparametric Regression
• Flexible Modelling of Neuron Firing Rates Across Different Experimental Conditions: An Application to Neural Activity in the Prefrontal Cortex During a Discrimination Task

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