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An Advanced Estimation Algorithm for Ground‐Motion Models with Spatial Correlation

https://doi.org/10.1785/0120180215

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What this work says

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

inferredcites →https://doi.org/10.1002/9781119115151openalex-snapshot

Statistics for Spatial Data

inferredcites →https://doi.org/10.1002/eqe.922openalex-snapshot

Correlation model for spatially distributed ground‐motion intensities

inferredcites →https://doi.org/10.1007/978-0-387-40065-5openalex-snapshot

Numerical Optimization

inferredcites →https://doi.org/10.1007/978-0-387-71107-2openalex-snapshot

Practical Optimization: Algorithms and Engineering Applications

inferredcites →https://doi.org/10.1007/978-1-4419-0318-1openalex-snapshot

Mixed-Effects Models in Sand S-PLUS

inferredcites →https://doi.org/10.1007/978-1-4612-1494-6openalex-snapshot

Interpolation of Spatial Data

inferredcites →https://doi.org/10.1007/978-1-4612-1996-5_12openalex-snapshot

The EM Algorithm: A Guided Tour

inferredcites →https://doi.org/10.1007/s10518-013-9525-5openalex-snapshot

Pan-European ground-motion prediction equations for the average horizontal component of PGA, PGV, and 5 %-damped PSA at spectral periods up to 3.0 s using the RESORCE dataset

inferredcites →https://doi.org/10.1007/s10518-014-9589-xopenalex-snapshot

Erratum to: Pan-European ground-motion prediction equations for the average horizontal component of PGA, PGV, and 5 %-damped PSA at spectral periods up to 3.0 s using the RESORCE dataset

inferredcites →https://doi.org/10.1016/0377-2217(82)90093-5openalex-snapshot

Practical optimization

inferredcites →https://doi.org/10.1016/s0378-3758(01)00198-7openalex-snapshot

On asymptotic distribution and asymptotic efficiency of least squares estimators of spatial variogram parameters

inferredcites →https://doi.org/10.1017/9781108993456.011openalex-snapshot

Numerical optimization

inferredcites →https://doi.org/10.1017/s0305004100009580openalex-snapshot

Theory of Statistical Estimation

inferredcites →https://doi.org/10.1080/00401706.1967.10490452openalex-snapshot

Applied Regression Analysis

inferredcites →https://doi.org/10.1080/00401706.1999.10485675openalex-snapshot

A First Course in Multivariate Statistics

inferredcites →https://doi.org/10.1080/01621459.1987.10478395openalex-snapshot

Maximum Likelihood Computations with Repeated Measures: Application of the EM Algorithm

inferredcites →https://doi.org/10.1137/1011036openalex-snapshot

Convergence Conditions for Ascent Methods

inferredcites →https://doi.org/10.1137/1013035openalex-snapshot

Convergence Conditions for Ascent Methods. II: Some Corrections

inferredcites →https://doi.org/10.1193/062913eqs175mopenalex-snapshot

NGA‐West2 Ground Motion Model for the Average Horizontal Components of PGA, PGV, and 5% Damped Linear Acceleration Response Spectra

inferredcites →https://doi.org/10.1193/070113eqs184mopenalex-snapshot

NGA‐West2 Equations for Predicting PGA, PGV, and 5% Damped PSA for Shallow Crustal Earthquakes

inferredcites →https://doi.org/10.1193/070613eqs195mopenalex-snapshot

An NGA‐West2 Empirical Model for Estimating the Horizontal Spectral Values Generated by Shallow Crustal Earthquakes

inferredcites →https://doi.org/10.1193/070913eqs198mopenalex-snapshot

Summary of the ASK14 Ground Motion Relation for Active Crustal Regions

inferredcites →https://doi.org/10.1193/072813eqs219mopenalex-snapshot

Update of the Chiou and Youngs NGA Model for the Average Horizontal Component of Peak Ground Motion and Response Spectra

inferredcites →https://doi.org/10.1193/1.2083887openalex-snapshot

Macrospatial Correlation Model of Seismic Ground Motions

inferredcites →https://doi.org/10.1198/tech.2001.s574openalex-snapshot

Mixed-Effects Models in S and S-PLUS

inferredcites →https://doi.org/10.1198/tech.2005.s303openalex-snapshot

Applied Regression Analysis

inferredcites →https://doi.org/10.1201/9781420072884-c3openalex-snapshot

Classical Geostatistical Methods

inferredcites →https://doi.org/10.1785/0120010205openalex-snapshot

A New Method for Estimation of the Attenuation Relationship with Variance Components

inferredcites →https://doi.org/10.1785/0120060267openalex-snapshot

Topographic Slope as a Proxy for Seismic Site Conditions and Amplification

inferredcites →https://doi.org/10.1785/0120070078openalex-snapshot

Spatial Correlation of Peak Ground Motions and Response Spectra

inferredcites →https://doi.org/10.1785/0120080172openalex-snapshot

Effect of Spatial Correlation on Estimated Ground-Motion Prediction Equations

inferredcites →https://doi.org/10.1785/0120080354openalex-snapshot

Multivariate Bayesian Regression Analysis Applied to Ground-Motion Prediction Equations, Part 1: Theory and Synthetic Example

inferredcites →https://doi.org/10.1785/0120090007openalex-snapshot

Probabilistic Characterization of Spatially Correlated Response Spectra for Earthquakes in Japan

inferredcites →https://doi.org/10.1785/0120090366openalex-snapshot

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

inferredcites →https://doi.org/10.1785/0120100031openalex-snapshot

Intraevent Spatial Correlation of Ground-Motion Parameters Using SK-net Data

inferredcites →https://doi.org/10.1785/0120100130openalex-snapshot

Seismic Hazard Assessment (2003-2009) for the Italian Building Code

inferredcites →https://doi.org/10.1785/0120110117openalex-snapshot

PGA and PGV Spatial Correlation Models Based on European Multievent Datasets

inferredcites →https://doi.org/10.1785/0120120068openalex-snapshot

Spatial Correlation of Spectral Acceleration in European Data

inferredcites →https://doi.org/10.1785/0120170201openalex-snapshot

Spatial and Spectral Interpolation of Ground‐Motion Intensity Measure Observations

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/10.1785/gssrl.81.2.195openalex-snapshot

Empirical Equations for the Prediction of PGA, PGV, and Spectral Accelerations in Europe, the Mediterranean Region, and the Middle East

inferredcites →https://doi.org/10.19026/rjaset.5.4608openalex-snapshot

Application of EM Algorithm in Statistics Natural Language Processing

inferredcites →https://doi.org/10.2307/2532087openalex-snapshot

Nonlinear Mixed Effects Models for Repeated Measures Data

inferredcites →https://doi.org/10.2307/2669494openalex-snapshot

Interpolation of Spatial Data: Some Theory for Kriging

inferredcites →https://doi.org/10.2307/2982871openalex-snapshot

Statistics for Spatial Data.

inferredcites →https://doi.org/10.3319/tao.2010.05.03.01(t)openalex-snapshot

Uncertainty and Spatial Correlation of Earthquake Ground Motion in Taiwan

inferredcites →https://doi.org/10.5281/zenodo.8002926openalex-snapshot

The Matrix Cookbook

inferredcites →https://doi.org/10.56021/9781421407944openalex-snapshot

Matrix Computations

inferredcites →https://doi.org/10.7551/mitpress/3206.001.0001openalex-snapshot

Gaussian Processes for Machine Learning

What points at this work

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

inferred← citeshttps://doi.org/10.2139/ssrn.4820312openalex-extracted

Rapid Earthquake Impact Prediction Using Data from Non-Expert Observers

inferred← citeshttps://doi.org/10.1002/eqe.3216openalex-snapshot

Ground‐motion intensity measure correlations observed in Italian strong‐motion records

inferred← citeshttps://doi.org/10.1002/eqe.3221openalex-snapshot

Spatial correlations of ground motion for non‐ergodic seismic hazard analysis

inferred← citeshttps://doi.org/10.1002/eqe.3318openalex-snapshot

Correlation properties of integral ground‐motion intensity measures from Italian strong‐motion records

inferred← citeshttps://doi.org/10.1002/eqe.3322openalex-snapshot

Ground motion spatial correlation fitting methods and estimation uncertainty

inferred← citeshttps://doi.org/10.1002/eqe.3461openalex-snapshot

Spatial correlation of broadband ground motions from physics‐based numerical simulations

inferred← citeshttps://doi.org/10.1007/s10518-021-01179-wopenalex-snapshot

Assessment of the uncertainty in spatial-correlation models for earthquake ground motion due to station layout and derivation method

inferred← citeshttps://doi.org/10.1007/s10518-026-02377-0openalex-snapshot

A review of ground motion correlation modelling for regional seismic risk analysis

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/10.1016/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.ijdrr.2024.105043openalex-snapshot

Rapid earthquake impact prediction using non-ignorable missing data from non-expert observers

inferred← citeshttps://doi.org/10.1016/j.strusafe.2022.102282openalex-snapshot

A recurrent-neural-network-based generalized ground-motion model for the Chilean subduction seismic environment

inferred← citeshttps://doi.org/10.1080/13632469.2025.2464608openalex-snapshot

Modelling Anisotropic Spatial Cross-Correlations of Multiple Ground-Motion Intensity Measures

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/10.1785/0120190133openalex-snapshot

A Link between Machine Learning and Optimization in Ground-Motion Model Development: Weighted Mixed-Effects Regression with Data-Driven Probabilistic Earthquake Classification

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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