LM test for outliers in panel data model

被引:0
|
作者
Chen, Yeqiong [1 ]
Shi, Lei [1 ]
机构
[1] Yunnan Univ Finance & Econ, Sch Math & Stat, Kunming 650221, Yunnan, Peoples R China
关键词
panel data model; outliers; test; LM statistic;
D O I
暂无
中图分类号
F8 [财政、金融];
学科分类号
0202 ;
摘要
This paper studies the detection of outliers in static panel data model, which include the fixed and random individual effects. We suggest a variance-shift model to study the multiple outliers and derive the LM statistic. A simulation data and a real data are used for illustrations.
引用
收藏
页码:282 / 285
页数:4
相关论文
共 50 条
  • [31] An IS-LM Model with FDI and Tax Revenue: a Dynamic Panel Analysis for China
    Liu, Zhizhong
    Liang, Jun
    Zhang, Hua
    [J]. PROCEEDINGS OF THE 2009 INTERNATIONAL CONFERENCE ON PUBLIC ECONOMICS AND MANAGEMENT ICPEM 2009, VOL 9: SOCIAL SCIENCE METHODOLOGY, 2009, : 253 - 256
  • [32] Changing test and data modeling requirements for screening latent defects as statistical outliers
    Turakhia, RP
    Daasch, WR
    Lurkins, J
    Benware, B
    [J]. IEEE DESIGN & TEST OF COMPUTERS, 2006, 23 (02): : 100 - 109
  • [33] ON A RANK SUM TEST FOR OUTLIERS
    THOMPSON, WA
    WILLKE, TA
    [J]. JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION, 1963, 58 (302) : 563 - +
  • [34] Semiparametric inference with missing data: Robustness to outliers and model misspecification
    Cantoni, Eva
    de Luna, Xavier
    [J]. ECONOMETRICS AND STATISTICS, 2020, 16 : 108 - 120
  • [35] A Test for Normality in the Presence of Outliers
    Hin, Pooi Ah
    Ching, Soo Huei
    [J]. JURNAL TEKNOLOGI, 2013, 63 (02):
  • [36] MOMENTS OF A TEST CRITERION FOR OUTLIERS
    KEYS, PA
    [J]. ANNALS OF MATHEMATICAL STATISTICS, 1956, 27 (02): : 551 - 551
  • [37] A recursive version of Grubbs' test for detecting multiple outliers in environmental and chemical data
    Jain, Ram B.
    [J]. CLINICAL BIOCHEMISTRY, 2010, 43 (12) : 1030 - 1033
  • [38] The Hausman test in a Cliff and Ord panel model
    Mutl, Jan
    Pfaffermayr, Michael
    [J]. ECONOMETRICS JOURNAL, 2011, 14 (01): : 48 - 76
  • [39] An empirical test of a limited model for panel refusals
    Loosveldt, G
    Carton, A
    [J]. INTERNATIONAL JOURNAL OF PUBLIC OPINION RESEARCH, 2001, 13 (02) : 173 - 185
  • [40] TEST OF HYPOTHESES IN A TIME TREND PANEL DATA MODEL WITH SERIALLY CORRELATED ERROR COMPONENT DISTURBANCES
    Baltagi, Badi H.
    Kao, Chihwa
    Liu, Long
    [J]. ESSAYS IN HONOR OF PETER C. B. PHILLIPS, 2014, 33 : 347 - 394