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An Analysis of Interaction Among Macroeconomic Variables Through Cointegration and Causality Approach

An Analysis of Interaction Among Macroeconomic Variables Through Cointegration and Causality Approach
Author: Khalid Ashraf Chisti
Publisher:
Total Pages: 15
Release: 2020
Genre:
ISBN:

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This paper aims at examining the relationship between stock market prices (Nifty 50) India & macroeconomic variables (Exchange rate, Foreign Institutional Investment and Crude oil prices) for the period 2007-08 Q1 to 2017-18 Q3. In order to achieve the objectives of the study, the researchers employed Granger Causality, multiple regression and Johansen's Cointegration test. The results confirmed that there is a unidirectional relationship between crude oil prices and stock prices. Further the study confirms that FII and Oil prices are individually capable of influencing stock prices. Johansen's Cointegration test exhibits the absence of long run relationship between stock prices and macroeconomic variables (Exchange Rate and Oil prices). However, the findings put forth by the present study affirmed that Foreign Institutional Investment and Oil prices are capable of individually influencing Stock prices of Nifty 50. The null hypothesis of regression model, that is, macroeconomic variables have no impact on stock prices has been rejected because the f-statistic shows that the macroeconomic variables have statistically significant relationship with stock prices (Nifty 50).


On the Temporal Causal Relationship Between Macroeconomic Variables

On the Temporal Causal Relationship Between Macroeconomic Variables
Author: Srinivasan Palamalai
Publisher:
Total Pages: 15
Release: 2014
Genre:
ISBN:

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The present study examines the dynamic interactions among macroeconomic variables such as real output, prices, money supply, interest rate (IR), and exchange rate (EXR) in India during the pre-economic crisis and economic crisis periods, using the autoregressive distributed lag (ARDL) bounds test for cointegration, Johansen and Juselius multivariate cointegration test, Granger causality/Block exogeneity Wald test based on Vector Error Correction Model, variance decomposition analysis and impulse response functions. The empirical results reveal a stronger long-run bilateral relationship between real output, price level, IR, and EXR during the pre-crisis sample period. Moreover, the empirical results confirm a unidirectional short-run causality running from price level to EXR, IR to price level, and real output to money supply during the pre-crisis period. Also, it is evident from the test results that there exist short-run bidirectional relationships running between real output and EXR, price level and IR, and IR and EXR in the pre-crisis era, respectively. Most importantly, long-run bidirectional causality is found between real output, EXR, and IR during the economic crisis period. And the study results indicate short-run bidirectional causality between money supply and EXR, IR and price level, and IR and output in India during the crisis era. Also, a short-run unidirectional causality runs from prices to real output in the crisis period.


Causal Relationship Between Macroeconomic Variables

Causal Relationship Between Macroeconomic Variables
Author: Abdul Rafay
Publisher:
Total Pages: 12
Release: 2015
Genre:
ISBN:

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Importance of stock market in the economic development of a country cannot be denied, and macroeconomic variables are important indicators that affect stock market of a country. Present study provides a great contribution to understand the association of these variables with stock market. This paper deals with the causal relationship among KSE 100 index and interest rate, exchange rate, consumer price index, imports and exports. For this purpose data of nineteen years has been collected from 1992 to 2010. Techniques of Augmented Dickey-Fuller test, regression analysis and Granger Causality test have been applied to examine the causal relationship of selected macroeconomic variables with KSE 100 index. Results of regression analysis indicate the presence of strong positive relation between IMP and KSEI. Furthermore, interest rate, exchange rate, consumer price index and exports have no relationship with KSE 100 index. Results of Granger Causality test demonstrate that bi-directional relationship exists between interest rate and KSE 100 index. Exchange rate and imports have uni-directional relationship with KSE 100 index and no causal relationship exists between consumer price index, exports and KSE 100 index. Present study provides valuable contribution in knowledge. It is important and attractive not only for investors but also for policy makers.


Bound Testing Approach for Cointegration and Causality Between Financial Development, Trade Openness and Economic Growth in Bulgaria

Bound Testing Approach for Cointegration and Causality Between Financial Development, Trade Openness and Economic Growth in Bulgaria
Author: Melina Dritsaki
Publisher:
Total Pages:
Release: 2013
Genre:
ISBN:

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The purpose of this study is to examine the relationship between financial development, trade openness and economic growth in Bulgaria using cointegration analysis and Granger causality technique. The bounds testing approach to cointegration is used to establish the existence of long-run relationship between financial development, trade openness and economic growth. An augmented form of Granger causality analysis is implemented to identify the direction of causality among the variables both in the short run and the long run. The results from Granger causality tests based on multivariate error-correction model suggest unidirectional causation from financial development and trade openness to economic growth, as well as unidirectional causation from financial development and economic growth to trade openness in the long run. In the short run, a bidirectional causality between financial development and trade openness and a unidirectional causality running from economic growth to financial development is observed at 1% significance level.


Asset Prices and Central Bank Policy

Asset Prices and Central Bank Policy
Author: Stephen Giovanni Cecchetti
Publisher: Centre for Economic Policy Research
Total Pages: 164
Release: 2000
Genre: Business & Economics
ISBN: 9781898128533

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Concludes the role of asset prices in monetary policy is one of the most important, and difficult, questions confronting central banks.


Recent Econometric Techniques for Macroeconomic and Financial Data

Recent Econometric Techniques for Macroeconomic and Financial Data
Author: Gilles Dufrénot
Publisher: Springer Nature
Total Pages: 387
Release: 2020-11-21
Genre: Business & Economics
ISBN: 3030542521

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The book provides a comprehensive overview of the latest econometric methods for studying the dynamics of macroeconomic and financial time series. It examines alternative methodological approaches and concepts, including quantile spectra and co-spectra, and explores topics such as non-linear and non-stationary behavior, stochastic volatility models, and the econometrics of commodity markets and globalization. Furthermore, it demonstrates the application of recent techniques in various fields: in the frequency domain, in the analysis of persistent dynamics, in the estimation of state space models and new classes of volatility models. The book is divided into two parts: The first part applies econometrics to the field of macroeconomics, discussing trend/cycle decomposition, growth analysis, monetary policy and international trade. The second part applies econometrics to a wide range of topics in financial economics, including price dynamics in equity, commodity and foreign exchange markets and portfolio analysis. The book is essential reading for scholars, students, and practitioners in government and financial institutions interested in applying recent econometric time series methods to financial and economic data.


Budget Deficits and Other Macroeconomic Variables in India

Budget Deficits and Other Macroeconomic Variables in India
Author: Srivyal Vuyyuri
Publisher:
Total Pages: 0
Release: 2005
Genre:
ISBN:

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This paper tries to study the interaction of budget deficit of India with other macroeconomic variables such as Nominal effective exchange rate, GDP, Consumer Price Index and money supply (M3) giving special emphasis on the budget deficit-exchange rate relationship using Cointegration approach and Variance Error Correction Models (VECM) for the period 1970-2002. The results reveal that the variables under study are cointegrated and there is a bi-directional causality between budget deficit and nominal effective exchange rates. However, we have not observed any significant relationship between budget deficit and GDP, Money supply & consumer price index. It is also observed that the GDP Granger-causes budget deficit where as budget deficit does not.