Variable selection using penalised likelihoods for point patterns on a linear network.

QR Code

Variable selection using penalised likelihoods for point patterns on a linear network.

Motivated by the analysis of a comprehensive database of road traffic accidents, we investigate methods of variable selection for spatial point process models on a linear network. The original data may include explanatory spatial covariates, such as road curvature, and ‘mark’ variables attributed to...

Full description

Bibliographic Details
Main Authors:	Rakshit, Suman, McSwiggan, Greg, Nair, Gopalan, Baddeley, Adrian
Format:	Journal Article
Language:	English
Published:	Wiley-Blackwell 2021
Subjects:	Science & Technology Physical Sciences Statistics & Probability Mathematics discretised models elastic net generalised linear model lasso Poisson process SPATIAL STATISTICAL-MODELS 2ND-ORDER ANALYSIS REGULARIZATION EQUIVALENCE REGRESSION GRAPHS LASSO
Online Access:	http://purl.org/au-research/grants/arc/DP130102322 http://hdl.handle.net/20.500.11937/91582

Similar Items

Joint Identification of Genetic Variants for Physical Activity inKorean Population
by: Kim, J., et al.
Published: (2014)

Analysing point patterns on networks — A review
by: Baddeley, Adrian, et al.
Published: (2021)

Goodness of fit tests and lasso variable selection in time series analysis
by: Chand, Sohail
Published: (2011)

A two‐stage Bayesian network model for corporate bankruptcy prediction
by: Cao, Yi, et al.
Published: (2020)

Robust diagnostic and parameter estimation for multiple linear and panel data regression models
by: Sani, Muhammad
Published: (2018)

Spacings around and order statistic
by: Nagaraja, H. N., et al.
Published: (2015)

Outlier Detections and Robust Estimation Methods for Nonlinear Regression Model Having Autocorrelated and Heteroscedastic Errors
by: Riazoshams, Hossein
Published: (2010)

Robust Diagnostics and Estimation in Heteroscedastic Regression Model in the Presence of Outliers
by: Rana, Md. Sohel
Published: (2010)

Weighted Maximum Median Likelihood Estimation For Parameters In Multiple Linear Regression Model
by: Mohamed Ramli, Norazan
Published: (2008)

Penalised Euclidean distance regression
by: Vasiliu, Daniel, et al.
Published: (2018)

Occupational transition and country-of-origin effects in the early stage occupational assimilation of immigrants: some evidence from Australia
by: Kostenko, W., et al.
Published: (2012)

Bayesian perspectives on statistical modelling
by: Polson, Nicholas G.
Published: (1988)

Mitigating Model Misspecification with Variational Bayesian Inference
by: Krissaane, Ines
Published: (2024)

An Ordered Generalised Extreme Value Model with Application to Alcohol Consumption in Australia
by: Harris, Mark, et al.
Published: (2006)

Diffusion Smoothing for Spatial Point Patterns
by: Baddeley, Adrian, et al.
Published: (2022)

Testing a Connectionist Model of Acquired Equivalence
by: Bru Garcia, Sara
Published: (2021)

Robust diagnostics and parameter estimation in linear regression for high dimensional data
by: Abdul Wahab, Siti Zahariah
Published: (2023)

On the effectiveness of natural hedging for insurance companies and pension plans
by: Li, Ka Ki Jackie, et al.
Published: (2015)

Steady State Analysis of a Novel Single Phase Induction Generator for Renewable Energy Conversion
by: Hikkaduwa Liyanage, Diana, et al.
Published: (2014)

How should we estimate value-relevance models? Insights from European data
by: Onali, Enrico, et al.
Published: (2017)

Development of an analytical solution for the parallel second order reaction scheme for chlorine decay modelling
by: Jabari Kohpaei, Ahmad
Published: (2010)

Inference of transmission trees for epidemics using whole-genome sequence data
by: Cassidy, Rosanna
Published: (2019)

Semiparametric inference procedure for the accelarated failure time model with interval-censored data
by: Karimi, Mostafa
Published: (2019)

Generalized Modified Weibull and Exponentiated Weibull Exponential distributions for cure fraction models of cancer patients
by: Omer, Mohamed Elamin Abdallah Mohamed Elamin
Published: (2023)

Statistical data preprocessing methods in distance functions to enhance k-means clustering algorithm
by: Dalatu, Paul Inuwa
Published: (2018)

Modelling bivariate count series with excess zeros
by: Lee, Andy, et al.
Published: (2005)

Effectiveness of parallel second order model over second and first order models
by: Jabari Kohpaei, Ahmad, et al.
Published: (2011)

Sensitivity of test for overdispersion in Poisson regression
by: Xiang, Liming, et al.
Published: (2005)

Differences between pearson’s product moment correlation coefficient and an absolute value correlation coefficient in the presence of outliers / Norafefah Mohamad Sobri ...[et al]
by: Mohamad Sobri, Norafefah, et al.
Published: (2016)

Robust estimation and detection of outliers in simultaneous regression model
by: Mahdi, Orooba Mohsin
Published: (2016)

Robust statistical procedures for multiple linear regression model in the presence of multicollinearity and outliers
by: Hendi, Hasan Talib Hendi.
Published: (2023)

Statistical analysis of agricultural soils climate data to aid food security under environmental change
by: Mitchell, Emily
Published: (2022)

Modelling wind turbine degradation and maintenance
by: Le, Bryant, et al.
Published: (2016)

Paradox in applications of semantic similarity models in information retrieval
by: Dong, Hai, et al.
Published: (2008)

A stochastic model for railway track asset management
by: Andrews, John, et al.
Published: (2014)

CodingQuarry: Highly accurate hidden Markov model gene prediction in fungal genomes using RNA-seq transcripts
by: Testa, Alison, et al.
Published: (2015)

Non-Gaussian and non-homogeneous Poisson models of snapping shrimp noise
by: Legg, Matthew W.
Published: (2010)

Bootstrap and empirical likelihood methods in statistical shape analysis
by: Amaral, Getulio J.A.
Published: (2004)

Manufacturing modeling using an evolutionary fuzzy regression
by: Chan, Kit Yan, et al.
Published: (2011)

Reproducing kernel Hilbert space method for cox proportional hazard model
by: Abdul Manaf, Nur'azah
Published: (2016)