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Considering Spatial Correlation in Mixed-Effects Regression and the Impact on Ground-Motion Models

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What this work says

Outgoing claims: the papers this work cites, builds on, or argues with.

inferredcites →https://doi.org/10.1002/eqe.922openalex-snapshot
Correlation model for spatially distributed ground‐motion intensities
inferredcites →https://doi.org/10.1193/1.2083887openalex-snapshot
Macrospatial Correlation Model of Seismic Ground Motions
inferredcites →https://doi.org/10.1193/1.2830434openalex-snapshot
Ground‐Motion Prediction Equations for the Average Horizontal Component of PGA, PGV, and 5%‐Damped PSA at Spectral Periods between 0.01 s and 10.0 s
inferredcites →https://doi.org/10.1193/1.2857546openalex-snapshot
NGA Ground Motion Model for the Geometric Mean Horizontal Component of PGA, PGV, PGD and 5% Damped Linear Elastic Response Spectra for Periods Ranging from 0.01 to 10 s
inferredcites →https://doi.org/10.1193/1.2894831openalex-snapshot
NGA Project Strong‐Motion Database
inferredcites →https://doi.org/10.1193/1.2894832openalex-snapshot
An NGA Model for the Average Horizontal Component of Peak Ground Motion and Response Spectra
inferredcites →https://doi.org/10.1193/1.2924360openalex-snapshot
Summary of the Abrahamson & Silva NGA Ground‐Motion Relations
inferredcites →https://doi.org/10.1785/0120020197openalex-snapshot
Estimated Ground Motion From the 1994 Northridge, California, Earthquake at the Site of the Interstate 10 and La Cienega Boulevard Bridge Collapse, West Los Angeles, California
inferredcites →https://doi.org/10.1785/0120070078openalex-snapshot
Spatial Correlation of Peak Ground Motions and Response Spectra
inferredcites →https://doi.org/10.1785/0120070208openalex-snapshot
Statistical Tests of the Joint Distribution of Spectral Acceleration Values
inferredcites →https://doi.org/10.1785/0120080172openalex-snapshot
Effect of Spatial Correlation on Estimated Ground-Motion Prediction Equations
inferredcites →https://doi.org/10.1785/bssa0710062011openalex-snapshot
Peak horizontal acceleration and velocity from strong-motion records including records from the 1979 imperial valley, California, earthquake
inferredcites →https://doi.org/10.1785/bssa07206a2307openalex-snapshot
New attenuation relations for peak and expected accelerations of strong ground motion
inferredcites →https://doi.org/10.1785/bssa0740041441openalex-snapshot
An exploratory analysis of the Joyner-Boore attenuation data
inferredcites →https://doi.org/10.1785/bssa0750020611openalex-snapshot
Further analysis of the Joyner-Boore attenuation data
inferredcites →https://doi.org/10.1785/bssa0820010505openalex-snapshot
A stable algorithm for regression analyses using the random effects model
inferredcites →https://doi.org/10.1785/bssa0830020469openalex-snapshot
Methods for regression analysis of strong-motion data
inferredcites →https://doi.org/10.2307/1270597openalex-snapshot
Theory of Point Estimation
inferredcites →https://doi.org/10.2307/2983304openalex-snapshot
An Introduction to the Bootstrap.

What points at this work

Incoming claims: where this work appears in other papers’ reference lists and arguments.

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Spatial Correlation of Intensity Measures of Mainshock-Aftershock Ground Motion Sequence Pairs
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Ground‐motion intensity measure correlations observed in Italian strong‐motion records
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Spatial correlations of ground motion for non‐ergodic seismic hazard analysis
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Correlation properties of integral ground‐motion intensity measures from Italian strong‐motion records
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Ground motion spatial correlation fitting methods and estimation uncertainty
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Empirical nonergodic shaking scenarios based on spatial correlation models: An application to central Italy
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Nonstationary spatial correlation in New Zealand strong ground‐motion data
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Damping‐dependent correlations between horizontal‐horizontal, horizontal‐vertical, and vertical‐vertical pairs of spectral accelerations
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A Multivariate Mixed‐Effects Regression Framework for Ground Motion Modeling: Integrating Parametric and Machine Learning Approaches
inferred← citeshttps://doi.org/10.1002/eqe.70269openalex-snapshot
Cross‐Period Ground Motion Spatial Correlation With Path and Site Effects: Bayesian Inference and Risk Implications
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Accounting for Biases in the Analysis of Building Damage Data for the 2023 M7.8 Türkiye/Syria Earthquake Sequence
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Framework for Seismic Hazard Analysis of Spatially Distributed Systems
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Simulation of seismic ground motion fields via object-oriented spatial statistics with an application in Northern Italy
inferred← citeshttps://doi.org/10.1007/s10518-018-0425-6openalex-snapshot
Extensions to the Groningen ground-motion model for seismic risk calculations: component-to-component variability and spatial correlation
inferred← citeshttps://doi.org/10.1007/s10518-022-01357-4openalex-snapshot
Earthquake hazard and risk analysis for natural and induced seismicity: towards objective assessments in the face of uncertainty
inferred← citeshttps://doi.org/10.1007/s10518-022-01432-wopenalex-snapshot
A generalized ground-motion model for consistent mainshock–aftershock intensity measures using successive recurrent neural networks
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Advancing the understanding of earthquake risk in Portugal
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Empirical models for the prediction of ground motion duration for intraplate earthquakes
inferred← citeshttps://doi.org/10.1007/s10950-017-9698-5openalex-snapshot
Determination of GMPE functional form for an active region with limited strong motion data: application to the Himalayan region
inferred← citeshttps://doi.org/10.1007/s10950-022-10091-yopenalex-snapshot
Using metaheuristic algorithms to optimize a mixed model-based ground-motion prediction model and associated variance components
inferred← citeshttps://doi.org/10.1007/s11069-025-07220-4openalex-snapshot
Clustering-based analysis to address nonstationary spatial ground motion correlations using physics-based simulated data
inferred← citeshttps://doi.org/10.1016/j.earscirev.2016.07.005openalex-snapshot
Recent and future developments in earthquake ground motion estimation
inferred← citeshttps://doi.org/10.1016/j.earscirev.2020.103139openalex-snapshot
Modelling the spatial correlation of earthquake ground motion: Insights from the literature, data from the 2016–2017 Central Italy earthquake sequence and ground-motion simulations
inferred← citeshttps://doi.org/10.1016/j.soildyn.2014.08.006openalex-snapshot
Variation of earthquake ground motions within a very small distance
inferred← citeshttps://doi.org/10.1016/j.soildyn.2017.09.022openalex-snapshot
Random-effects regression model for shear wave velocity as a function of standard penetration test resistance, vertical effective stress, fines content, and plasticity index
inferred← citeshttps://doi.org/10.1038/s41598-024-72241-1openalex-snapshot
Spatial correlation assessment of multiple earthquake intensity measures using physics-based simulated ground motions
inferred← citeshttps://doi.org/10.1080/13632469.2023.2248281openalex-snapshot
Correlation and Joint Distribution of Spectral Accelerations of Vertical Ground Motions
inferred← citeshttps://doi.org/10.1177/8755293020919416openalex-snapshot
Correlation of spectral acceleration values of vertical and horizontal ground motion pairs
inferred← citeshttps://doi.org/10.1177/87552930211036921openalex-snapshot
Frequency‐dependent site factors for the Icelandic strong‐motion array from a Bayesian hierarchical model of the spatial distribution of spectral accelerations
inferred← citeshttps://doi.org/10.1177/87552930231199059openalex-snapshot
Effect of near‐fault directivity pulses on ground‐motion intensity measure correlations from the NGA‐West2 data set
inferred← citeshttps://doi.org/10.1177/87552930241283201openalex-snapshot
Evaluating the impact of uncertainty in ground motion forecasts for post‐earthquake impact modeling applications
inferred← citeshttps://doi.org/10.1193/020518eqs033mopenalex-snapshot
Correlation of Spectral Acceleration Values of Mainshock‐Aftershock Ground Motion Pairs
inferred← citeshttps://doi.org/10.1193/060716eqs095mopenalex-snapshot
Intensity Measure Correlations Observed in the NGA‐West2 Database, and Dependence of Correlations on Rupture and Site Parameters
inferred← citeshttps://doi.org/10.1193/1.3675580openalex-snapshot
Empirical Correlations between Cumulative Absolute Velocity and Amplitude‐Based Ground Motion Intensity Measures
inferred← citeshttps://doi.org/10.1193/1.3675582openalex-snapshot
Empirical Correlations between Peak Ground Velocity and Spectrum‐Based Intensity Measures
inferred← citeshttps://doi.org/10.1533/9780857098986.1.57openalex-snapshot
Spatial correlation of ground motions in estimating seismic hazards to civil infrastructure
inferred← citeshttps://doi.org/10.1785/0120110117openalex-snapshot
PGA and PGV Spatial Correlation Models Based on European Multievent Datasets
inferred← citeshttps://doi.org/10.1785/0120120068openalex-snapshot
Spatial Correlation of Spectral Acceleration in European Data
inferred← citeshttps://doi.org/10.1785/0120120185openalex-snapshot
Intra-Event Spatial Correlations for Cumulative Absolute Velocity, Arias Intensity, and Spectral Accelerations Based on Regional Site Conditions
inferred← citeshttps://doi.org/10.1785/0120130061openalex-snapshot
Spatial Cross-Correlation Models for Vector Intensity Measures (PGA, Ia, PGV, and SAs) Considering Regional Site Conditions
inferred← citeshttps://doi.org/10.1785/0120130145openalex-snapshot
Crossed and Nested Mixed-Effects Approaches for Enhanced Model Development and Removal of the Ergodic Assumption in Empirical Ground-Motion Models
inferred← citeshttps://doi.org/10.1785/0120170201openalex-snapshot
Spatial and Spectral Interpolation of Ground‐Motion Intensity Measure Observations
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An Advanced Estimation Algorithm for Ground‐Motion Models with Spatial Correlation
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Ground-Motion Intensity Measure Correlations on Interface and Intraslab Subduction Zone Earthquakes Using the NGA-Sub Database
inferred← citeshttps://doi.org/10.1785/0120210177openalex-snapshot
Partitioning Ground Motion Uncertainty When Conditioned on Station Data
inferred← citeshttps://doi.org/10.1785/0120220006openalex-snapshot
On the Interpretation of Conditional Ground-Motion Models
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inferred← citeshttps://doi.org/10.1785/0120250160openalex-snapshot
Near-Fault Amplification and Ground-Motion Variability During the 2019 Ridgecrest, California, Sequence
inferred← citeshttps://doi.org/10.1785/0220180200openalex-snapshot
Ground Motions from Induced Earthquakes in Oklahoma and Kansas
inferred← citeshttps://doi.org/10.1785/0220200249openalex-snapshot
A Region-Specific Ground-Motion Model for Inelastic Spectral Displacement in Northern Italy Considering Spatial Correlation Properties
inferred← citeshttps://doi.org/10.1785/0220230249openalex-snapshot
A New Spatial Variation Model for Ground-Motion Intensities Combined with Correlation and Coherency
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Ground-motion intensity measure correlations observed in Italian data
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