摘要本文研究了含有个体固定效应的面板数据空间误差模型,基于工具变量法给出了估计模型未知参数的分位回归方法.随机模拟结果显示,工具变量分位回归估计是处理空间面板数据的有效手段,且明显优于均值回归方法. |
[1] | LeSage J P. The theory and practice of spatial econometrics. University of Toledo, Toledo, Ohio, 1999 | [2] | Baltagi B H, Liu L. An improved generalized moments estimator for a spatial moving average error model. Economics Letters, 2011, 113(3): 282-284 | [3] | Kyung M, Ghosh S K. Maximum likelihood estimation for generalized conditionally autoregressive models of spatial data. Journal of the Korean Statistical Society, 2014, 43(3): 339-353 | [4] | 金立斌, 戴晓文, 石磊. 广义空间模型的异常值检验. 系统科学与数学, 2014, 34: 106-118 (Jin Libin, Dai Xiaowen, Shi Lei. Outlier Detection in General Spatial Model. Journal of Systems Science and Mathematical Sciences, 2014, 34: 106-118) | [5] | 金立斌, 戴晓文, 石磊. 广义空间模型的方差齐性检验. 系统科学与数学, 2015, 35: 1436-1445 (Jin Libin, Dai Xiaowen, Shi Lei. Testing for heteroscedasticity in General Spatial Models. Journal of Systems Science and Mathematical Sciences, 2015, 35: 1436-1445) | [6] | 戴晓文, 金立斌, 石磊. 空间误差模型的多个异常值得分检验. 数理统计与管理, 2015, 6: 1007-1015 (Dai Xiaowen, Jin Libin, Shi Lei. Score test for outliers in the Spatial Auroregressive Error Model. Journal of Applied Statistics and Management, 2015, 6: 1007-1015) | [7] | Dai X W, Jin L B, Shi L, Yang C P, Liu S Z. Local influence analysis for General Spatial Models. Advances in Statistical Analysis, 2016, 100(3), 313-331 | [8] | Jin L B, Dai X W, Shi A Q, Shi L. Detection of Outliers in Mixed Regressive-Spatial Autoregressive Models. Communications in Statistics-Theory and Methods, 2016, 45(17): 5179-5192 | [9] | Dai X W, Jin L B, Shi A Q, Shi L. Outlier Detection and Accommodations in General Spatial Models. Statistical Methods and Applications, 2016, 25(3), 453-475 | [10] | Lee L, Yu J. Estimation of spatial autoregressive panel data models with fixed effects. Journal of Econometrics, 2010, 154(2): 165-185 | [11] | Zhang Y, Shen D. Estimation of semi-parametric varying-coefficient spatial panel data models with random-effects. Journal of Statistical Planning and Inference, 2015, 159: 64-80 | [12] | Lee L, Yu J. Efficient GMM estimation of spatial dynamic panel data models with fixed effects. Journal of Econometrics, 2014, 180: 174-197 | [13] | Koenker R. Quantile Regression for Longitudinal Data. Journal of Multivariate Analysis, 2004, 91: 74-89 | [14] | Tian M, Chen G. Hierarchical linear regression models for conditional quantiles. Science in China. Series A: Mathematics, Physics, Astronomy and Technological Sciences, 2006, 49(12): 1800-1815 | [15] | Galvao A, Montes-Rojas G. Penalized quantile regression for dynamic panel data. Journal of Statistical Planning and Inference. 2010, 140(11): 3476-3497 | [16] | Harding M, Lamarche C. A quantile regression approach for estimating panel data models using instrumental variables. Economics Letters, 2009, 104(3): 133-135 | [17] | Kato K, Galvao A, Montes-Rojas G V. Asymptotics for panel quantile regression models with individual effects. Journal of Econometrics, 2012, 170(1): 76-91 | [18] | Galvao A. Quantile regression for dynamic panel data with fixed effects. Journal of Econometrics, 2011, 164(1): 142-157 | [19] | Galvao A, Lamarche C, Lima L R. Estimation of censored quantile regression for panel data with fixed effects. Journal of the American Statistical Association, 2013, 108(503): 1075-1089 | [20] | Galvao A, Wang L. Efficient minimum distance estimator for quantile regression fixed effects panel data. Journal of Multivariate Analysis, 2015, 133: 1-26 | [21] | Koenker, R. Quantile Regression. New York: Cambridge University Press, 2005 | [22] | Chernozhukov V, Haasen C. Instrumental quantile regression inference for structural and treatment effects models. Journal of Econometrics, 2006,132(2): 91-525 | [23] | Chernozhukov V, Hansen C. Instrumental variable quantile regression: a robust inference approach. Journal of Econometrics, 2008, 142(1): 379-398 | [24] | van der Vaart A, Wellner J A. Weak Convergence and Empirical Processes. New York: Springer-Verlag, 1996 |
PDF全文下载地址:
http://123.57.41.99/jweb_yysxxb/CN/article/downloadArticleFile.do?attachType=PDF&id=14218
多类型复发事件数据下一类Box-Cox转移模型郦博文1,张海祥21.中国科学技术大学统计与金融系,合肥230026;2.中国科学院数学与系统科学研究院,北京100190AClassofBox-CoxTransformationModelsforMultipleTypeRecurrentEventDa ... 中科院数学与系统科学研究院 本站小编 Free考研考试 2021-12-27磁微极流体方程组在临界Sobolev空间强解的存在性原保全1,马丽21.河南理工大学数学与信息科学学院,焦作454000;2.中国矿业大学银川学院,银川750000ExistenceofStrongSolutiontotheMagneto-micropolarFluidEquationsinCrit ... 中科院数学与系统科学研究院 本站小编 Free考研考试 2021-12-27齐次Fourier-Besov-Morrrey空间上MHD的存在性和渐近稳定性杨明华江西财经大学信息管理学院,南昌330032ExistenceandAsymptoticStabilityfortheGeneralizedMagneto-HydrodynamicEquationsGeneralize ... 中科院数学与系统科学研究院 本站小编 Free考研考试 2021-12-27Banach空间中关于广义变分不等式的杂交投影算法刘英1,何震1,NoorMuhammadAslam21.河北大学数学与信息科学学院,保定071002;2.信息技术学院数学系,伊斯兰堡,巴基斯坦OnHybridProjectionMethodsforGeneralVariationalInequal ... 中科院数学与系统科学研究院 本站小编 Free考研考试 2021-12-27一类改进的Cox模型参数的经验Bayes检验黄金超1,凌能祥21.滁州职业技术学院基础部,滁州239000;2.合肥工业大学数学学院,合肥230009AnimprovedEmpiricalBayesTestfortheParameterinCoxModelsHUANGJinchao1,LINGNen ... 中科院数学与系统科学研究院 本站小编 Free考研考试 2021-12-27线性子空间上求解矩阵方程AXB+CXD=F的迭代算法周海林南京理工大学泰州科技学院,泰州225300AnIterativeAlgorithmforSolutionsofMatrixEquationAXB+CXD=FOverLinearSubspaceZHOUHailinTaizhouInstitut ... 中科院数学与系统科学研究院 本站小编 Free考研考试 2021-12-27度量空间上满足拟收缩条件的两个集值映射的公共不动点朴勇杰延边大学理学院数学系,延吉133002CommonFixedPointsforaPairofMulti-valuedMappingsSatisfyingQuasi-contractiveConditionsonMetricSpacesPIAOY ... 中科院数学与系统科学研究院 本站小编 Free考研考试 2021-12-27具有分布时滞和非局部空间效应的Gilpin-Ayala竞争模型的稳定性谢溪庄,陈梅香华侨大学数学科学学院,泉州362021StabilityinGilpin-AyalaCompetitionModelswithDistributedDelayandNonlocalSpatialEffectXIEXi ... 中科院数学与系统科学研究院 本站小编 Free考研考试 2021-12-27IF可近似化空间李招文1,苏欣1,秦斌21.广西民族大学理学院,南宁530006;2.广西财经学院信息与统计学院,南宁530003IFApproximatingSpacesLIZhaowen1,SUXin1,QINBin21.CollegeofScience,GuangxiUniversityfor ... 中科院数学与系统科学研究院 本站小编 Free考研考试 2021-12-27基于奇异酉空间的具有容错纠错能力的Pooling设计的构造刘雪梅,高星中国民航大学理学院,天津300300ConstructingError-correctingPoolingDesignswithSingularUnitarySpaceLIUXuemei,GAOXingCollegeofScien ... 中科院数学与系统科学研究院 本站小编 Free考研考试 2021-12-27
|