splm: Spatial Panel Data Models in R

被引:1
|
作者
Millo, Giovanni [1 ]
Piras, Gianfranco [2 ]
机构
[1] Generali SpA, Dept Res & Dev, I-34131 Trieste, Italy
[2] W Virginia Univ, Reg Res Inst, Morgantown, WV 26506 USA
来源
JOURNAL OF STATISTICAL SOFTWARE | 2012年 / 47卷 / 01期
关键词
spatial panel; maximum likelihood; GM; LM tests; spatial Hausman test; R; SPECIFICATION; AUTOCORRELATION; ECONOMETRICS; SERIAL;
D O I
暂无
中图分类号
TP39 [计算机的应用];
学科分类号
081203 ; 0835 ;
摘要
splm is an R package for the estimation and testing of various spatial panel data specifications. We consider the implementation of both maximum likelihood and generalized moments estimators in the context of fixed as well as random effects spatial panel data models. This paper is a general description of splm and all functionalities are illustrated using a well-known example taken from Munnell (1990) with productivity data on 48 US states observed over 17 years. We perform comparisons with other available software; and, when this is not possible, Monte Carlo results support our original implementation.
引用
收藏
页码:1 / 38
页数:38
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