2020
DOI: 10.2478/jcbtp-2020-0042
|View full text |Cite
|
Sign up to set email alerts
|

Testing for the Effectiveness of Inflation Targeting in India: A Factor Augmented Vector Autoregression (FAVAR) Approach

Abstract: Employing Factor Augmented Vector Autoregression (FAVAR) model where factors are obtained using the principal component analysis (PCA) and the parameters of the model are estimated using Vector Autoregression framework, we analyse how changes in monetary policy variables impact inflation, output, money supply, and the financial sector in India. Our results for the period 2001:04 to 2016:03 show that the benchmark FAVAR model showed more reliable results than baseline VAR model. Benchmark FAVAR model shows the … Show more

Help me understand this report

Search citation statements

Order By: Relevance

Paper Sections

Select...
1
1
1

Citation Types

0
1
0

Year Published

2022
2022
2024
2024

Publication Types

Select...
3
1

Relationship

0
4

Authors

Journals

citations
Cited by 4 publications
(3 citation statements)
references
References 28 publications
0
1
0
Order By: Relevance
“…Response of all data series to macroeconomic perturbations. From the view of empirical effect, the FAVAR model's empirical effect is better than the VAR model [27][28] ; from the view of the application, the use of the FAVAR model is mainly concentrated in the analysis of inflation and monetary policy [29][30] but also can be used to study the response of prices to macroeconomic shocks and assess the impact of monetary policy on prices in different sectors [31].…”
Section: Favar Modelmentioning
confidence: 99%
“…Response of all data series to macroeconomic perturbations. From the view of empirical effect, the FAVAR model's empirical effect is better than the VAR model [27][28] ; from the view of the application, the use of the FAVAR model is mainly concentrated in the analysis of inflation and monetary policy [29][30] but also can be used to study the response of prices to macroeconomic shocks and assess the impact of monetary policy on prices in different sectors [31].…”
Section: Favar Modelmentioning
confidence: 99%
“…Moreover, the use of a Factor-Augmented Vector Autoregressive (FAVAR) approach has shown that monetary policy explains inflation fluctuations rather than stimulating output (Suresh & Jithin, 2020). Another variant of the VAR approach is the structural VAR.…”
Section: Theoretical Backgroundmentioning
confidence: 99%
“…The empirical findings indicate that the monetary instruments used by the Lebanon Central Bank reduced economic growth over the long term. Jithin & Suresh (2020) tested the effectiveness of inflation targeting in India by using an augmented vector autoregression approach (FAVAR) in the years from 2001 to 2016. The findings show that monetary policy effectively explains changes in inflation rather than increasing output.…”
Section: Introductionmentioning
confidence: 99%