Structural changes in the Russian inflation models

被引:0
作者
Bereznyatskiy, A. N. [1 ]
Brodsky, B. U. [1 ]
机构
[1] Russian Acad Sci, Cent Econ & Math Inst, Moscow, Russia
来源
EKONOMIKA I MATEMATICESKIE METODY-ECONOMICS AND MATHEMATICAL METHODS | 2020年 / 56卷 / 02期
关键词
consumer price index; producer price index; inf lation; break-point; nonparametric; non-stationary;
D O I
10.31857/S042473880008529-0
中图分类号
F [经济];
学科分类号
02 ;
摘要
Hypothesis of structural changes in regression models of Russian inflation is tested in the paper. For testing this hypothesis and for estimation of instants of structural changes a new nonparametric method of the retrospective change-point detection in multivariate non-stationary econometric models is used. As initial data for this method we used official time series of consumer price index, indices of foodstuffs, non-food goods, paid services, and industrial production price index. Application of the nonparametric retrospective change-point detection method to regressions, calibrated for price indexes in Russia with period 1995-2018 gives some change points which can be classified by corresponding events in Russian economy at the time such as the Russian crisis of 1998, Tax Legislation reforms of 2000, world economic crises of 2008 and 2014 year. The novelty is the algorythm not depending on specific set of regression coefficients.
引用
收藏
页码:90 / 100
页数:11
相关论文
共 17 条
[1]   RETROSPECTIVE ANALYSIS OF STRUCTURAL CHANGES IN SEM (SIMULTANEOUS EQUATION) MODELS WITH VARYING STRUCTURE [J].
Aivazian, S. A. ;
Brodsky, B. E. .
EKONOMIKA I MATEMATICESKIE METODY-ECONOMICS AND MATHEMATICAL METHODS, 2018, 54 (02) :62-70
[2]   Retrospective Analysis of Structural Changes in SEM (Simultaneous Equation) Models with Varying Structure. Part 2 [J].
Aivazian, S. A. ;
Brodsky, B. E. .
EKONOMIKA I MATEMATICESKIE METODY-ECONOMICS AND MATHEMATICAL METHODS, 2018, 54 (04) :60-70
[3]  
[Anonymous], 2010, VOPROSY EC
[4]  
BELL A, 2013, WORKING PAPERS, V166, DOI DOI 10.1680/GENG.2013.166.5.425
[5]  
Bereznyatskiy A.N., 2019, EC MATH METHODS, V55, P88
[6]  
Brodsky B., 2011, ARXIV11105731 CORN U
[7]  
Brodsky B.E., 2006, EC MATH METHODS, V42, P96
[8]  
Brodsky B.E., 2005, LECT MACROECONOMICS
[9]  
Kadyrov M.T, 2010, APPL ECONOMETRICS, V3, P9
[10]  
Nikolic M, 2006, STUD ECON TRANSIT, P1, DOI 10.1057/9780230512337