Estimating the Uncertainty of a Small Area Estimator Based on a Microsimulation Approach

Spatial microsimulation encompasses a range of alternative methodological approaches for the small area estimation (SAE) of target population parameters from sample survey data down to target small...

[1]  C. Giusti,et al.  Local Comparisons of Small Area Estimates of Poverty: An Application Within the Tuscany Region in Italy , 2017 .

[2]  N. Shlomo,et al.  Small Area Estimation of Latent Economic Well-being , 2019, Sociological Methods & Research.

[3]  J. Rao,et al.  Small area estimation of general parameters with application to poverty indicators: A hierarchical Bayes approach , 2014, 1407.8384.

[4]  K. Bosch,et al.  Testing the Statistical Significance of Microsimulation Results: A Plea , 2012 .

[5]  L. Ferrante,et al.  Statistical methods to assess the reliability of measurements in the procedures for forensic age estimation , 2009, International Journal of Legal Medicine.

[6]  Karyn Morrissey,et al.  A global optimisation approach to range-restricted survey calibration , 2017, Statistics and Computing.

[7]  C. Särndal,et al.  Calibration Estimators in Survey Sampling , 1992 .

[8]  Angelo Moretti,et al.  Development and Evaluation of an Optimal Composite Estimator in Spatial Microsimulation Small Area Estimation , 2019, Geographical Analysis.

[9]  Barbara P. Buttenfield,et al.  Dasymetric Modeling and Uncertainty , 2014, Annals of the Association of American Geographers. Association of American Geographers.

[10]  Natalie Shlomo,et al.  Parametric bootstrap mean squared error of a small area multivariate EBLUP , 2018, Commun. Stat. Simul. Comput..

[11]  Domingo Morales,et al.  Analytic and bootstrap approximations of prediction errors under a multivariate Fay-Herriot model , 2008, Comput. Stat. Data Anal..

[12]  Azizur Rahman,et al.  Simulating the characteristics of populations at the small area level: New validation techniques for a spatial microsimulation model in Australia , 2013, Comput. Stat. Data Anal..

[13]  T. Hagen,et al.  A multilevel analysis of mortality following acute myocardial infarction in Norway: do municipal health services make a difference? , 2015, BMJ Open.

[14]  The use of a three‐level M‐quantile model to map poverty at local administrative unit 1 in Poland , 2018 .

[15]  Isabel Molina,et al.  Small Area Estimation: Rao/Small Area Estimation , 2005 .

[16]  N. Salvati,et al.  Measuring differences in economic standard of living between immigrant communities in Italy , 2018 .

[17]  I. Basawa,et al.  Empirical best linear unbiased and empirical Bayes prediction in multivariate small area estimation , 1999 .

[18]  Phillip S. Kott.  Calibration Weighting: Combining Probability Samples and Linear Prediction Models , 2009 .

[19]  A. Whitworth.  Sustaining evidence-based policing in an era of cuts: Estimating fear of crime at small area level in England , 2012 .

[20]  Dimitris Ballas,et al.  A spatial microsimulation approach to economic policy analysis in Scotland , 2013 .

[21]  Adam Whitworth,et al.  Estimating uncertainty in spatial microsimulation approaches to small area estimation: A new approach to solving an old problem , 2017, Comput. Environ. Urban Syst..

[22]  Mark Tranmer,et al.  Combining Sample and Census Data in Small Area Estimates: Iterative Proportional Fitting with Standard Software , 2005 .

[23]  M. Pratesi.  Analysis of poverty data by small area estimation , 2016 .

[24]  Stanislav Kolenikov,et al.  Calibrating Survey Data using Iterative Proportional Fitting (Raking) , 2014 .

[25]  Rachel M. Harter,et al.  An Error-Components Model for Prediction of County Crop Areas Using Survey and Satellite Data , 1988 .

[26]  Nikos Tzavidis,et al.  Resistance to Outliers of M-Quantile and Robust Random Effects Small Area Models , 2014, Commun. Stat. Simul. Comput..

[27]  P H Rees,et al.  The Estimation of Population Microdata by Using Data from Small Area Statistics and Samples of Anonymised Records , 1998, Environment & planning A.

[28]  Robert Tanton,et al.  Comparing Two Methods of Reweighting a Survey File to Small Area Data , 2013 .

[29]  Paul A. Zandbergen,et al.  High-resolution spatio-temporal modeling of public transit accessibility , 2012 .

[30]  N. Anders Klevmarken,et al.  Statistical inference in micro-simulation models: incorporating external information , 2002, Math. Comput. Simul..

[31]  Wenceslao González-Manteiga,et al.  Bootstrap mean squared error of a small-area EBLUP , 2008 .

[32]  Martin Clarke,et al.  MICROSIMULATION METHODS IN SPATIAL ANALYSIS AND PLANNING , 1987 .

[33]  W. Bell,et al.  An Overview of the U.S. Census Bureau's Small Area Income and Poverty Estimates Program , 2016 .

[34]  Robert Tanton,et al.  Spatial microsimulation : a reference guide for users , 2013 .

[35]  J. Cade,et al.  The neighbourhood matters: studying exposures relevant to childhood obesity and the policy implications in Leeds, UK , 2009, Journal of Epidemiology & Community Health.

[36]  Domingo Morales,et al.  Multivariate Fay-Herriot models for small area estimation , 2016, Comput. Stat. Data Anal..