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Bayesian image restoration, with two applications in spatial statistics

Citations

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Cited by:

  1. Mahmoud Torabi, 2014. "Hierarchical Bayesian bivariate disease mapping: analysis of children and adults asthma visits to hospital," Journal of Applied Statistics, Taylor & Francis Journals, vol. 41(3), pages 612-621, March.
  2. Getayeneh Antehunegn Tesema & Zemenu Tadesse Tessema & Stephane Heritier & Rob G. Stirling & Arul Earnest, 2023. "A Systematic Review of Joint Spatial and Spatiotemporal Models in Health Research," IJERPH, MDPI, vol. 20(7), pages 1-24, March.
  3. Vinicius Mayrink & Dani Gamerman, 2009. "On computational aspects of Bayesian spatial models: influence of the neighboring structure in the efficiency of MCMC algorithms," Computational Statistics, Springer, vol. 24(4), pages 641-669, December.
  4. Daniel P. Johnson, 2022. "Population-Based Disparities in U.S. Urban Heat Exposure from 2003 to 2018," IJERPH, MDPI, vol. 19(19), pages 1-20, September.
  5. Verónica Alonso-Ferreira & Germán Sánchez-Díaz & Ana Villaverde-Hueso & Manuel Posada de la Paz & Eva Bermejo-Sánchez, 2018. "A Nationwide Registry-Based Study on Mortality Due to Rare Congenital Anomalies," IJERPH, MDPI, vol. 15(8), pages 1-20, August.
  6. Junming Li & Xiulan Han & Xiao Li & Jianping Yang & Xuejiao Li, 2018. "Spatiotemporal Patterns of Ground Monitored PM 2.5 Concentrations in China in Recent Years," IJERPH, MDPI, vol. 15(1), pages 1-15, January.
  7. Jens Jensen & Hans Künsch, 1994. "On asymptotic normality of pseudo likelihood estimates for pairwise interaction processes," Annals of the Institute of Statistical Mathematics, Springer;The Institute of Statistical Mathematics, vol. 46(3), pages 475-486, September.
  8. Ana Isabel Ribeiro & Ludivine Launay & Elodie Guillaume & Guy Launoy & Henrique Barros, 2018. "The Portuguese version of the European Deprivation Index: Development and association with all-cause mortality," PLOS ONE, Public Library of Science, vol. 13(12), pages 1-13, December.
  9. Peter Congdon, 2013. "Spatially Interpolated Disease Prevalence Estimation Using Collateral Indicators of Morbidity and Ecological Risk," IJERPH, MDPI, vol. 10(10), pages 1-15, October.
  10. Ying C. MacNab & Patrick J. Farrell & Paul Gustafson & Sijin Wen, 2004. "Estimation in Bayesian Disease Mapping," Biometrics, The International Biometric Society, vol. 60(4), pages 865-873, December.
  11. Peter Congdon, 2022. "A Model for Highly Fluctuating Spatio-Temporal Infection Data, with Applications to the COVID Epidemic," IJERPH, MDPI, vol. 19(11), pages 1-17, May.
  12. Alexandra Schmidt & Ajax Moreira & Steven Helfand & Thais Fonseca, 2009. "Spatial stochastic frontier models: accounting for unobserved local determinants of inefficiency," Journal of Productivity Analysis, Springer, vol. 31(2), pages 101-112, April.
  13. Zemenu Tadesse Tessema & Getayeneh Antehunegn Tesema & Susannah Ahern & Arul Earnest, 2023. "A Systematic Review of Areal Units and Adjacency Used in Bayesian Spatial and Spatio-Temporal Conditional Autoregressive Models in Health Research," IJERPH, MDPI, vol. 20(13), pages 1-24, July.
  14. Munzert, Simon, 2017. "Forecasting elections at the constituency level: A correction–combination procedure," International Journal of Forecasting, Elsevier, vol. 33(2), pages 467-481.
  15. Hui Luan & Daniel Fuller, 2022. "Urban form in Canada at a small-area level: Quantifying “compactness†and “sprawl†with bayesian multivariate spatial factor analysis," Environment and Planning B, , vol. 49(4), pages 1300-1313, May.
  16. Miriam Marco & Antonio López-Quílez & David Conesa & Enrique Gracia & Marisol Lila, 2017. "Spatio-Temporal Analysis of Suicide-Related Emergency Calls," IJERPH, MDPI, vol. 14(7), pages 1-13, July.
  17. Ying C. MacNab, 2003. "Hierarchical Bayesian Modeling of Spatially Correlated Health Service Outcome and Utilization Rates," Biometrics, The International Biometric Society, vol. 59(2), pages 305-315, June.
  18. William Gonzalez Daza & Renata L. Muylaert & Thadeu Sobral-Souza & Victor Lemes Landeiro, 2023. "Malaria Risk Drivers in the Brazilian Amazon: Land Use—Land Cover Interactions and Biological Diversity," IJERPH, MDPI, vol. 20(15), pages 1-16, August.
  19. Peter Congdon, 2000. "Monitoring Suicide Mortality: A Bayesian Approach," European Journal of Population, Springer;European Association for Population Studies, vol. 16(3), pages 251-284, September.
  20. Kehui Yao & Jun Zhu & Daniel J. O'Brien & Daniel Walsh, 2023. "Bayesian spatio‐temporal survival analysis for all types of censoring with application to a wildlife disease study," Environmetrics, John Wiley & Sons, Ltd., vol. 34(8), December.
  21. Duncan Lee & Tereza Neocleous, 2010. "Bayesian quantile regression for count data with application to environmental epidemiology," Journal of the Royal Statistical Society Series C, Royal Statistical Society, vol. 59(5), pages 905-920, November.
  22. Javier Cortes-Ramirez & Darren Wraith & Peter D. Sly & Paul Jagals, 2022. "Mapping the Morbidity Risk Associated with Coal Mining in Queensland, Australia," IJERPH, MDPI, vol. 19(3), pages 1-14, January.
  23. Haining, Robert & Law, Jane & Griffith, Daniel, 2009. "Modelling small area counts in the presence of overdispersion and spatial autocorrelation," Computational Statistics & Data Analysis, Elsevier, vol. 53(8), pages 2923-2937, June.
  24. Zhijie Zhang & Dongmei Chen & Yue Chen & Bo Wang & Yi Hu & Jie Gao & Liqian Sun & Rui Li & Chenglong Xiong, 2014. "Evaluating the Impact of Environmental Temperature on Global Highly Pathogenic Avian Influenza (HPAI) H5N1 Outbreaks in Domestic Poultry," IJERPH, MDPI, vol. 11(6), pages 1-12, June.
  25. Zoe Gibbs & Chris Groendyke & Brian Hartman & Robert Richardson, 2020. "Modeling County-Level Spatio-Temporal Mortality Rates Using Dynamic Linear Models," Risks, MDPI, vol. 8(4), pages 1-15, November.
  26. Junming Li & Xiulan Han, 2022. "Spatiotemporal Evolution and Drivers of Total Health Expenditure across Mainland China in Recent Years," IJERPH, MDPI, vol. 20(1), pages 1-19, December.
  27. Maria Dolores Ugarte, 2015. "Banerjee , S. Carlin , B. P. , and Gelfand , A. E. Hierarchical Modeling and Analysis for Spatial Data. Second Edition . CRC Press/Chapman & Hall . Monographs on Statistics and Applied Probability 135," Biometrics, The International Biometric Society, vol. 71(1), pages 274-277, March.
  28. Waterman, I. & Marek, L. & Ahuriri-Driscoll, A. & Mohammed, J. & Epton, M. & Hobbs, M., 2024. "Investigating the spatial and temporal variation of vape retailer provision in New Zealand: A cross-sectional and nationwide study," Social Science & Medicine, Elsevier, vol. 349(C).
  29. Li, Junming & Wang, Sixian & Han, Xiulan & Zhang, Gehong & Zhao, Min & Ma, Ling, 2020. "Spatiotemporal trends and influence factors of global diabetes prevalence in recent years," Social Science & Medicine, Elsevier, vol. 256(C).
  30. Ferreira, Marco A.R. & De Oliveira, Victor, 2007. "Bayesian reference analysis for Gaussian Markov random fields," Journal of Multivariate Analysis, Elsevier, vol. 98(4), pages 789-812, April.
  31. Maike Tahden & Juliane Manitz & Klaus Baumgardt & Gerhard Fell & Thomas Kneib & Guido Hegasy, 2016. "Epidemiological and Ecological Characterization of the EHEC O104:H4 Outbreak in Hamburg, Germany, 2011," PLOS ONE, Public Library of Science, vol. 11(10), pages 1-19, October.
  32. Sanjay Chaudhuri & Debashis Mondal & Teng Yin, 2017. "Hamiltonian Monte Carlo sampling in Bayesian empirical likelihood computation," Journal of the Royal Statistical Society Series B, Royal Statistical Society, vol. 79(1), pages 293-320, January.
  33. Aswi Aswi & Susanna Cramb & Earl Duncan & Wenbiao Hu & Gentry White & Kerrie Mengersen, 2020. "Bayesian Spatial Survival Models for Hospitalisation of Dengue: A Case Study of Wahidin Hospital in Makassar, Indonesia," IJERPH, MDPI, vol. 17(3), pages 1-12, January.
  34. Riccardo Borgoni & Francesco C. Billari, 2002. "Bayesian spatial analysis of demographic survey data: an application to contraceptive use at first sexual intercourse," MPIDR Working Papers WP-2002-048, Max Planck Institute for Demographic Research, Rostock, Germany.
  35. Li Li & Timothy Hanson & Jiajia Zhang, 2015. "Spatial extended hazard model with application to prostate cancer survival," Biometrics, The International Biometric Society, vol. 71(2), pages 313-322, June.
  36. Ropo E. Ogunsakin & Themba G. Ginindza, 2022. "Bayesian Spatial Modeling of Diabetes and Hypertension: Results from the South Africa General Household Survey," IJERPH, MDPI, vol. 19(15), pages 1-17, July.
  37. Gene A. Pennello & Susan S. Devesa & Mitchell H. Gail, 1999. "Using a Mixed Effects Model to Estimate Geographic Variation in Cancer Rates," Biometrics, The International Biometric Society, vol. 55(3), pages 774-781, September.
  38. Gripper, Ashley B. & Nethery, Rachel & Cowger, Tori L. & White, Monica & Kawachi, Ichiro & Adamkiewicz, Gary, 2022. "Community solutions to food apartheid: A spatial analysis of community food-growing spaces and neighborhood demographics in Philadelphia," Social Science & Medicine, Elsevier, vol. 310(C).
  39. Chakraborty, Sounak, 2009. "Simultaneous cancer classification and gene selection with Bayesian nearest neighbor method: An integrated approach," Computational Statistics & Data Analysis, Elsevier, vol. 53(4), pages 1462-1474, February.
  40. Samuel D. Oman & Victoria Landsman & Yohay Carmel & Ronen Kadmon, 2007. "Analyzing Spatially Distributed Binary Data Using Independent-Block Estimating Equations," Biometrics, The International Biometric Society, vol. 63(3), pages 892-900, September.
  41. Stefan Lang & Samson B. Adebayo & Ludwig Fahrmeir & Winfried J. Steiner, 2003. "Bayesian Geoadditive Seemingly Unrelated Regression," Computational Statistics, Springer, vol. 18(2), pages 263-292, July.
  42. Ana Villaverde-Hueso & Germán Sánchez-Díaz & Francisco J. Molina-Cabrero & Elisa Gallego & Manuel Posada de la Paz & Verónica Alonso-Ferreira, 2019. "Mortality Due to Cystic Fibrosis over a 36-Year Period in Spain: Time Trends and Geographic Variations," IJERPH, MDPI, vol. 16(1), pages 1-12, January.
  43. Bolin, David & Lindström, Johan & Eklundh, Lars & Lindgren, Finn, 2009. "Fast estimation of spatially dependent temporal vegetation trends using Gaussian Markov random fields," Computational Statistics & Data Analysis, Elsevier, vol. 53(8), pages 2885-2896, June.
  44. Sebastien J-P. A. Haneuse & Jonathan C. Wakefield, 2007. "Hierarchical Models for Combining Ecological and Case–Control Data," Biometrics, The International Biometric Society, vol. 63(1), pages 128-136, March.
  45. Carl, G. & Kühn, I., 2007. "Analyzing spatial autocorrelation in species distributions using Gaussian and logit models," Ecological Modelling, Elsevier, vol. 207(2), pages 159-170.
  46. Gamerman, Dani & Moreira, Ajax R. B. & Rue, Havard, 2003. "Space-varying regression models: specifications and simulation," Computational Statistics & Data Analysis, Elsevier, vol. 42(3), pages 513-533, March.
  47. Ping Yin & Lan Mu & Marguerite Madden & John Vena, 2014. "Hierarchical Bayesian modeling of spatio-temporal patterns of lung cancer incidence risk in Georgia, USA: 2000–2007," Journal of Geographical Systems, Springer, vol. 16(4), pages 387-407, October.
  48. KWON, Heeeun & HWANG, Beom Seuk, 2023. "Do Spatial Characteristics Affect Housing Prices in Korea? : Evidence from Bayesian Spatial Models," Hitotsubashi Journal of Economics, Hitotsubashi University, vol. 64(2), pages 109-124, December.
  49. Lang, Stefan & Sunder, Marco, 2003. "Non-parametric regression with BayesX: a flexible estimation of trends in human physical stature in 19th century America," Economics & Human Biology, Elsevier, vol. 1(1), pages 77-89, January.
  50. Ranjita Pandey & Himanshu Tolani, 2022. "Crime patterns in Delhi: a Bayesian spatio-temporal assessment," International Journal of System Assurance Engineering and Management, Springer;The Society for Reliability, Engineering Quality and Operations Management (SREQOM),India, and Division of Operation and Maintenance, Lulea University of Technology, Sweden, vol. 13(6), pages 2971-2980, December.
  51. Faustin Habyarimana & Temesgen Zewotir & Shaun Ramroop, 2017. "Structured Additive Quantile Regression for Assessing the Determinants of Childhood Anemia in Rwanda," IJERPH, MDPI, vol. 14(6), pages 1-15, June.
  52. Matthew Yap & Matthew Tuson & Berwin Turlach & Bryan Boruff & David Whyatt, 2021. "Modelling the Relationship between Rainfall and Mental Health Using Different Spatial and Temporal Units," IJERPH, MDPI, vol. 18(3), pages 1-15, February.
  53. James S. Hodges & Bradley P. Carlin & Qiao Fan, 2003. "On the Precision of the Conditionally Autoregressive Prior in Spatial Models," Biometrics, The International Biometric Society, vol. 59(2), pages 317-322, June.
  54. Leonhard Knorr-Held & Günter Raßer, 2000. "Bayesian Detection of Clusters and Discontinuities in Disease Maps," Biometrics, The International Biometric Society, vol. 56(1), pages 13-21, March.
  55. Juhász, Attila & Nagy, Csilla & Páldy, Anna & Beale, Linda, 2010. "Development of a Deprivation Index and its relation to premature mortality due to diseases of the circulatory system in Hungary, 1998-2004," Social Science & Medicine, Elsevier, vol. 70(9), pages 1342-1349, May.
  56. Minge Xie & Qiankun Sun & Joseph Naus, 2009. "A Latent Model to Detect Multiple Clusters of Varying Sizes," Biometrics, The International Biometric Society, vol. 65(4), pages 1011-1020, December.
  57. Mahmoud Torabi, 2012. "Spatial modeling using frequentist approach for disease mapping," Journal of Applied Statistics, Taylor & Francis Journals, vol. 39(11), pages 2431-2439, July.
  58. Rodrigues, Alexandre & Assunção, Renato, 2008. "Propriety of posterior in Bayesian space varying parameter models with normal data," Statistics & Probability Letters, Elsevier, vol. 78(15), pages 2408-2411, October.
  59. Mahdi-Salim Saib & Julien Caudeville & Florence Carre & Olivier Ganry & Alain Trugeon & Andre Cicolella, 2014. "Spatial Relationship Quantification between Environmental, Socioeconomic and Health Data at Different Geographic Levels," IJERPH, MDPI, vol. 11(4), pages 1-22, April.
  60. Vinícius Diniz Mayrink & Renato Valladares Panaro & Marcelo Azevedo Costa, 2021. "Structural equation modeling with time dependence: an application comparing Brazilian energy distributors," AStA Advances in Statistical Analysis, Springer;German Statistical Society, vol. 105(2), pages 353-383, June.
  61. Eibich, Peter & Ziebarth, Nicolas, 2014. "Examining the Structure of Spatial Health Effects in Germany Using Hierarchical Bayes Models," EconStor Open Access Articles and Book Chapters, ZBW - Leibniz Information Centre for Economics, vol. 49, pages 305-320.
  62. Alexander Razen & Stefan Lang & Judith Santer, 2016. "Estimation of Spatially Correlated Random Scaling Factors based on Markov Random Field Priors," Working Papers 2016-33, Faculty of Economics and Statistics, Universität Innsbruck.
  63. Daniel John Exeter & Jinfeng Zhao & Sue Crengle & Arier Lee & Michael Browne, 2017. "The New Zealand Indices of Multiple Deprivation (IMD): A new suite of indicators for social and health research in Aotearoa, New Zealand," PLOS ONE, Public Library of Science, vol. 12(8), pages 1-19, August.
  64. Abellana, Rosa M. & Carrasco, Josep L. & Jover, Lluis & Ascaso, Carlos, 2006. "Improving the convergence rate in conditional autoregressive models," Computational Statistics & Data Analysis, Elsevier, vol. 50(5), pages 1153-1163, March.
  65. Medina-Olivares, Victor & Calabrese, Raffaella & Dong, Yizhe & Shi, Baofeng, 2022. "Spatial dependence in microfinance credit default," International Journal of Forecasting, Elsevier, vol. 38(3), pages 1071-1085.
  66. Vanessa Santos-Sánchez & Juan Antonio Córdoba-Doña & Javier García-Pérez & Antonio Escolar-Pujolar & Lucia Pozzi & Rebeca Ramis, 2020. "Cancer Mortality and Deprivation in the Proximity of Polluting Industrial Facilities in an Industrial Region of Spain," IJERPH, MDPI, vol. 17(6), pages 1-15, March.
  67. Germán Sánchez-Díaz & Francisco Escobar & Ana Villaverde-Hueso & Manuel Posada de la Paz & Verónica Alonso-Ferreira, 2019. "Temporal and Cartographic Analyses of the Distribution within Spain of Mortality Due to Granulomatosis with Polyangiitis (1984–2016)," IJERPH, MDPI, vol. 16(8), pages 1-11, April.
  68. F. S. Nathoo & C. B. Dean, 2008. "Spatial Multistate Transitional Models for Longitudinal Event Data," Biometrics, The International Biometric Society, vol. 64(1), pages 271-279, March.
  69. Leonardo Trivelli & Paola Borrelli & Ennio Cadum & Enrico Pisoni & Simona Villani, 2021. "Spatial-Temporal Modelling of Disease Risk Accounting for PM2.5 Exposure in the Province of Pavia: An Area of the Po Valley," IJERPH, MDPI, vol. 18(2), pages 1-19, January.
  70. Katarina Lokar & Tina Zagar & Vesna Zadnik, 2019. "Estimation of the Ecological Fallacy in the Geographical Analysis of the Association of Socio-Economic Deprivation and Cancer Incidence," IJERPH, MDPI, vol. 16(3), pages 1-18, January.
  71. Brian J. Reich & James S. Hodges & Vesna Zadnik, 2006. "Effects of Residual Smoothing on the Posterior of the Fixed Effects in Disease-Mapping Models," Biometrics, The International Biometric Society, vol. 62(4), pages 1197-1206, December.
  72. Jiajia Zhang & Andrew B. Lawson, 2011. "Bayesian parametric accelerated failure time spatial model and its application to prostate cancer," Journal of Applied Statistics, Taylor & Francis Journals, vol. 38(3), pages 591-603, November.
  73. Enrique Gracia & Antonio López-Quílez & Miriam Marco & Marisol Lila, 2018. "Neighborhood characteristics and violence behind closed doors: The spatial overlap of child maltreatment and intimate partner violence," PLOS ONE, Public Library of Science, vol. 13(6), pages 1-13, June.
  74. Daniel A. Griffith & Richard E. Plant, 2022. "Statistical Analysis in the Presence of Spatial Autocorrelation: Selected Sampling Strategy Effects," Stats, MDPI, vol. 5(4), pages 1-20, December.
  75. Berti, Patrizia & Dreassi, Emanuela & Rigo, Pietro, 2014. "Compatibility results for conditional distributions," Journal of Multivariate Analysis, Elsevier, vol. 125(C), pages 190-203.
  76. Dreassi, Emanuela & Rigo, Pietro, 2017. "A note on compatibility of conditional autoregressive models," Statistics & Probability Letters, Elsevier, vol. 125(C), pages 9-16.
  77. Isabel Martínez-Pérez & Verónica González-Iglesias & Valentín Rodríguez Suárez & Ana Fernández-Somoano, 2021. "Spatial Distribution of Hospitalizations for Ischemic Heart Diseases in the Central Region of Asturias, Spain," IJERPH, MDPI, vol. 18(23), pages 1-10, November.
  78. Dani Gamerman & Ajax R. B. Moreira, 2015. "Multivariate Spatial Regression Models," Discussion Papers 0116, Instituto de Pesquisa Econômica Aplicada - IPEA.
  79. Lawrence Kazembe, 2009. "Modelling individual fertility levels in Malawian women: a spatial semiparametric regression model," Statistical Methods & Applications, Springer;Società Italiana di Statistica, vol. 18(2), pages 237-255, July.
  80. Geòrgia Escaramís & Josep L. Carrasco & Carlos Ascaso, 2008. "Detection of Significant Disease Risks Using a Spatial Conditional Autoregressive Model," Biometrics, The International Biometric Society, vol. 64(4), pages 1043-1053, December.
  81. Win Wah & Susannah Ahern & Arul Earnest, 0. "A systematic review of Bayesian spatial–temporal models on cancer incidence and mortality," International Journal of Public Health, Springer;Swiss School of Public Health (SSPH+), vol. 0, pages 1-10.
  82. Ryan P. Scott & Tyler A. Scott & Robert A. Greer, 2022. "Who owns the pipes? Utility ownership, infrastructure conditions, and methane emissions in United States natural gas distribution," Review of Policy Research, Policy Studies Organization, vol. 39(2), pages 170-198, March.
  83. Jamie M. Madden & Simon More & Conor Teljeur & Justin Gleeson & Cathal Walsh & Guy McGrath, 2021. "Population Mobility Trends, Deprivation Index and the Spatio-Temporal Spread of Coronavirus Disease 2019 in Ireland," IJERPH, MDPI, vol. 18(12), pages 1-16, June.
  84. William Browne & Harvey Goldstein, 2010. "MCMC Sampling for a Multilevel Model With Nonindependent Residuals Within and Between Cluster Units," Journal of Educational and Behavioral Statistics, , vol. 35(4), pages 453-473, August.
  85. Mady Ouédraogo & Toussaint Rouamba & Sékou Samadoulougou & Fati Kirakoya-Samadoulougou, 2020. "Effect of Free Healthcare Policy for Children under Five Years Old on the Incidence of Reported Malaria Cases in Burkina Faso by Bayesian Modelling: “Not only the Ears but also the Head of the Hippopo," IJERPH, MDPI, vol. 17(2), pages 1-23, January.
  86. Xiaoping Jin & Sudipto Banerjee & Bradley P. Carlin, 2007. "Order‐free co‐regionalized areal data models with application to multiple‐disease mapping," Journal of the Royal Statistical Society Series B, Royal Statistical Society, vol. 69(5), pages 817-838, November.
  87. Michelle Ross & Jon Wakefield, 2013. "Bayesian Inference for Two-Phase Studies with Categorical Covariates," Biometrics, The International Biometric Society, vol. 69(2), pages 469-477, June.
  88. Ehsan Rezaei-Darzi & Parinaz Mehdipour & Mariachiara Di Cesare & Farshad Farzadfar & Shadi Rahimzadeh & Lisa Nissen & Alireza Ahmadvand, 2021. "Evaluating equality in prescribing Novel Oral Anticoagulants (NOACs) in England: The protocol of a Bayesian small area analysis," PLOS ONE, Public Library of Science, vol. 16(2), pages 1-14, February.
  89. Tamvada, Jagannadha Pawan, 2010. "The Dynamics of Self-employment in a Developing Country: Evidence from India," MPRA Paper 20042, University Library of Munich, Germany.
  90. Dongkwan Lee & Jean-Michel Guldmann & Choongik Choi, 2019. "Factors Contributing to the Relationship between Driving Mileage and Crash Frequency of Older Drivers," Sustainability, MDPI, vol. 11(23), pages 1-13, November.
  91. Márcio Poletti Laurini, 2017. "A spatial error model with continuous random effects and an application to growth convergence," Journal of Geographical Systems, Springer, vol. 19(4), pages 371-398, October.
  92. Lee, Dae-Jin & Durbán, María, 2009. "Smooth-CAR mixed models for spatial count data," Computational Statistics & Data Analysis, Elsevier, vol. 53(8), pages 2968-2979, June.
  93. G. Vicente & T. Goicoa & P. Fernandez‐Rasines & M. D. Ugarte, 2020. "Crime against women in India: unveiling spatial patterns and temporal trends of dowry deaths in the districts of Uttar Pradesh," Journal of the Royal Statistical Society Series A, Royal Statistical Society, vol. 183(2), pages 655-679, February.
  94. Haiyue Liu & Chuanyun Fu & Chaozhe Jiang & Yue Zhou & Chengyuan Mao & Jining Zhang, 2020. "Bayesian hierarchical spatial count modeling of taxi speeding events based on GPS trajectory data," PLOS ONE, Public Library of Science, vol. 15(11), pages 1-17, November.
  95. Ying C. MacNab & C. B. Dean, 2001. "Autoregressive Spatial Smoothing and Temporal Spline Smoothing for Mapping Rates," Biometrics, The International Biometric Society, vol. 57(3), pages 949-956, September.
  96. Marc Francke & Alex Van de Minne, 2021. "Modeling unobserved heterogeneity in hedonic price models," Real Estate Economics, American Real Estate and Urban Economics Association, vol. 49(4), pages 1315-1339, December.
  97. I. Gede Nyoman M. Jaya & Henk Folmer, 2021. "Bayesian spatiotemporal forecasting and mapping of COVID‐19 risk with application to West Java Province, Indonesia," Journal of Regional Science, Wiley Blackwell, vol. 61(4), pages 849-881, September.
  98. Lan Hu & Yongwan Chun & Daniel A. Griffith, 2020. "Uncovering a positive and negative spatial autocorrelation mixture pattern: a spatial analysis of breast cancer incidences in Broward County, Florida, 2000–2010," Journal of Geographical Systems, Springer, vol. 22(3), pages 291-308, July.
  99. Sauer, Jeffery & Stewart, Kathleen, 2023. "Geographic information science and the United States opioid overdose crisis: A scoping review of methods, scales, and application areas," Social Science & Medicine, Elsevier, vol. 317(C).
  100. Giorgia Stoppa & Carolina Mensi & Lucia Fazzo & Giada Minelli & Valerio Manno & Dario Consonni & Annibale Biggeri & Dolores Catelan, 2022. "Spatial Analysis of Shared Risk Factors between Pleural and Ovarian Cancer Mortality in Lombardy (Italy)," IJERPH, MDPI, vol. 19(6), pages 1-15, March.
  101. Seppo Virtanen & Mark Girolami, 2021. "Spatio‐temporal mixed membership models for criminal activity," Journal of the Royal Statistical Society Series A, Royal Statistical Society, vol. 184(4), pages 1220-1244, October.
  102. Maciej Beręsewicz & Dagmara Nikulin, 2018. "Informal employment in Poland: an empirical spatial analysis," Spatial Economic Analysis, Taylor & Francis Journals, vol. 13(3), pages 338-355, July.
  103. Chengdong Xu & Gexin Xiao & Jinfeng Wang & Xiangxue Zhang & Jinjun Liang, 2017. "Spatiotemporal Risk of Bacillary Dysentery and Sensitivity to Meteorological Factors in Hunan Province, China," IJERPH, MDPI, vol. 15(1), pages 1-12, December.
  104. Dolores Catelan & Annibale Biggeri & Corrado Lagazio, 2009. "On the clustering term in ecological analysis: how do different prior specifications affect results?," Statistical Methods & Applications, Springer;Società Italiana di Statistica, vol. 18(1), pages 49-61, March.
  105. Zvifadzo Matsena Zingoni & Tobias Chirwa & Jim Todd & Eustasius Musenge, 2022. "Loss to Follow-Up Risk among HIV Patients on ART in Zimbabwe, 2009–2016: Hierarchical Bayesian Spatio-Temporal Modeling," IJERPH, MDPI, vol. 19(17), pages 1-11, September.
  106. Victor Medina-Olivares & Finn Lindgren & Raffaella Calabrese & Jonathan Crook, 2023. "Joint model for longitudinal and spatio-temporal survival data," Papers 2311.04008, arXiv.org.
  107. Areti Boulieri & Silvia Liverani & Kees Hoogh & Marta Blangiardo, 2017. "A space–time multivariate Bayesian model to analyse road traffic accidents by severity," Journal of the Royal Statistical Society Series A, Royal Statistical Society, vol. 180(1), pages 119-139, January.
  108. Song, Hae-Ryoung & Fuentes, Montserrat & Ghosh, Sujit, 2008. "A comparative study of Gaussian geostatistical models and Gaussian Markov random field models," Journal of Multivariate Analysis, Elsevier, vol. 99(8), pages 1681-1697, September.
  109. Tani, Massimiliano & Manuguerra, Maurizio, 2013. "The Effect of Migration and Spatial Connectivity on Regional Skill Endowments across Europe: 1988-2010," IZA Discussion Papers 7292, Institute of Labor Economics (IZA).
  110. Peter Congdon, 2020. "Geographical Aspects of Recent Trends in Drug-Related Deaths, with a Focus on Intra-National Contextual Variation," IJERPH, MDPI, vol. 17(21), pages 1-18, November.
  111. Márcio Poletti Laurini, 2017. "A continuous spatio-temporal model for house prices in the USA," The Annals of Regional Science, Springer;Western Regional Science Association, vol. 58(1), pages 235-269, January.
  112. Shrestha, Shikhar & Bauer, Cici X.C. & Hendricks, Brian & Stopka, Thomas J., 2022. "Spatial epidemiology: An empirical framework for syndemics research," Social Science & Medicine, Elsevier, vol. 295(C).
  113. Susan M. Paddock & Terrance D. Savitsky, 2013. "Bayesian hierarchical semiparametric modelling of longitudinal post-treatment outcomes from open enrolment therapy groups," Journal of the Royal Statistical Society Series A, Royal Statistical Society, vol. 176(3), pages 795-808, June.
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