Significance test in nonstationary multinomial logit model

被引:1
|
作者
Chu, Chia-Shang J. [1 ,2 ]
Liu, Nan [3 ]
Zhang, Lina [3 ]
机构
[1] Peking Univ, HSBC, Beijing 100871, Peoples R China
[2] Southwest Univ Finance & Econ, Res Inst Econ & Management, Chengdu, Peoples R China
[3] Peking Univ, Natl Sch Dev, Beijing 100871, Peoples R China
关键词
Nonstationary multinomial logit; Discrete autoregression; Significance test; DISCRETE-CHOICE; BINARY CHOICE;
D O I
10.1016/j.econlet.2016.03.022
中图分类号
F [经济];
学科分类号
02 ;
摘要
We derive the asymptotic distribution of the overall significance/LM test in a multinomial logit model with nonstationary covariates when the qualitative response is serially correlated and show that conventional significance tests can result in spurious logit link due to its wrong test size. (C) 2016 Published by Elsevier B.V.
引用
收藏
页码:94 / 98
页数:5
相关论文
共 50 条
  • [1] A DIAGNOSTIC-TEST FOR THE MULTINOMIAL LOGIT MODEL
    TSE, YK
    [J]. JOURNAL OF BUSINESS & ECONOMIC STATISTICS, 1987, 5 (02) : 283 - 286
  • [2] Significance test in nonstationary logit panel model with serially correlated dependent variable
    Chu, Chia-Shang J.
    Liu, Nan
    Zhang, Lina
    [J]. ECONOMICS LETTERS, 2017, 159 : 37 - 41
  • [3] On the multinomial logit model
    Marsili, M
    [J]. PHYSICA A, 1999, 269 (01): : 9 - 15
  • [4] THE NEGATIVE MULTINOMIAL LOGIT MODEL
    BONETT, DG
    [J]. COMMUNICATIONS IN STATISTICS-THEORY AND METHODS, 1985, 14 (07) : 1713 - 1717
  • [5] Testing the multinomial logit model
    Bartels, K
    Boztug, Y
    Müller, M
    [J]. CLASSIFICATION AND INFORMATION PROCESSING AT THE TURN OF THE MILLENNIUM, 2000, : 296 - 303
  • [6] Sequential and multinomial logit: A nested model
    Hans van Ophem
    Arthur Schram
    [J]. Empirical Economics, 1997, 22 (1) : 131 - 152
  • [7] Penalized multinomial mixture logit model
    Shaheena Bashir
    Edward M. Carter
    [J]. Computational Statistics, 2010, 25 : 121 - 141
  • [8] Estimation of a constrained multinomial logit model
    Marisol Castro
    Francisco Martínez
    Marcela A. Munizaga
    [J]. Transportation, 2013, 40 : 563 - 581
  • [9] Estimation of a constrained multinomial logit model
    Castro, Marisol
    Martinez, Francisco
    Munizaga, Marcela A.
    [J]. TRANSPORTATION, 2013, 40 (03) : 563 - 581
  • [10] POOLING STATES IN THE MULTINOMIAL LOGIT MODEL
    CRAMER, JS
    RIDDER, G
    [J]. JOURNAL OF ECONOMETRICS, 1991, 47 (2-3) : 267 - 272