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barakchian--masoud
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Output-Inflation Trade-off in the Economy of Iran
, M.Sc. Thesis Sharif University of Technology ; Nili, Masoud (Supervisor) ; Barakchian, Mehdi (Supervisor)
Abstract
e main purpose of this resear is to provide an estimate of the short-run slope of the Phillips curve (or the output-inflation trade-off) in Iran. e subject is important, first, because, it reveals the relation between the real and the nominal sectors of economy, and second, because, it has crucial policy implications. We especially investigate whether this relationship has anged during the last five decades following the anges in economic environment and structure. Our findings represent a strong relationship between the real output and the nominal demand before the ’s. is connection, however, starts weakening at the beginning of the ’s, and almost diminishes aer the ’s. As...
Political Conflicts, Uncertainty and Investment in Iran
, M.Sc. Thesis Sharif University of Technology ; Barakchian, Mahdi (Supervisor) ; Nili, Masoud (Co-Supervisor)
Abstract
Investment is a variable that would determine the future status of the economy. Given the fact that the investment behavior consequences in the economy would appear in the long-term horizons, unlike most other state variables, such as inflation and exchange rates, it may not be a tangible variable. As a result, there may be fewer sensitivities toward it. However, looking at the evidence, it is observable that the level of investment in Iran has experienced a severe reduction since the early 2010s, and this decline in investment has remained stable in its trend. The real aggregate investment level in Iran at the end of the year 2018 was approximately equal to its level in the year 2002. There...
Forecasting the effects of a Canada-US currency union on output and prices: A counterfactual analysis
, Article Journal of Forecasting ; Volume 32, Issue 7 , 2013 , Pages 639-653 ; 02776693 (ISSN) ; Sharif University of Technology
2013
Abstract
This paper is a counterfactual analysis investigating the consequences of the formation of a currency union for Canada and the USA: whether outputs increase and prices decrease if these countries form a currency union. We use a two-country cointegrated model to conduct the counterfactual analysis, where the conditional forecasts are generated based on the Gaussian assumption. To deal with structural breaks and model uncertainty, conditional forecasts are generated from different models/estimation windows and the model-averaging technique is used to combine the forecasts. We also examine the robustness of our results to parameter uncertainty using the wild bootstrap method. The results show...
Transmission of US monetary policy into the Canadian economy: A structural cointegration analysis
, Article Economic Modelling ; Volume 46 , April , 2015 , Pages 11-26 ; 02649993 (ISSN) ; Sharif University of Technology
Elsevier
2015
Abstract
This paper estimates a two-country model comprising structural cointegrated models of Canada and the US. Using persistence profile analysis, we find that the Term Structure and a modified Fisher equation are maintained in the US model, and, the Term Structure, Fisher equation and Interest Rate Parity are maintained in the Canadian model. Then we use the model to examine the transmission of US monetary policy into the Canadian economy. The results show that the responses of the Canadian macro variables to the US monetary policy shock are very similar to the responses of the US macro variables to the same shock: after a contractionary US monetary policy shock, output falls quickly and shows a...
A Study on the Impact of the “Commodities’ Returns"on the Related “Firms’ Stock Returns” in Tehran Stock Exchange
, M.Sc. Thesis Sharif University of Technology ; Barakchian, Mahdi (Supervisor)
Abstract
Are the returns of the mineral companies in Tehran Stock Exchange affected by the changes in the commodity price at the Iran Mercantile Exchange? By implementing a Multi-Factor Model we will calculate the firms’ value elasticity to the commodity price changes. We try to explain the estimated elasticities on the basis of the firm’s fundamental variables using a discounted cash flow valuation model. An unbalanced panel data estimation is employed for this purpose. Afterwards, we will suggest a novel model on the ground of the assumption that the commodity prices and firm values follow the Geometric Brownian Motion. The result of the model is that the elasticity can be explained by commodity...
Evaluation of Non-linear Combination Method (Neural Network) For Value-at-Risk Forecasting in Market
, M.Sc. Thesis Sharif University of Technology ; Barakchian, Mahdi (Supervisor)
Abstract
Value at risk of an asset, is the asset’s expected maximum loss for a certain period of time and at a specified confidence level. Value-at-Risk can be calculated in the bank with its inter-nal method or standardized method. when a method have more violation number then bank need to keep more daily capital requirements. under the Basel 2 agreement if the violation of method more than 10 times in year, the Bank uses the standardized method.
There are trade off Between daily capital charge and violations. Therefore, existing methods for calculating the value at risk, usually lead to much daily capital charge or many violations. Studies show with combination of different methods to calculate...
There are trade off Between daily capital charge and violations. Therefore, existing methods for calculating the value at risk, usually lead to much daily capital charge or many violations. Studies show with combination of different methods to calculate...
Evaluation of Caviar Models Incorporated with Intraday Information ,the Case Study:Estimation Value at Risk of Gold
, M.Sc. Thesis Sharif University of Technology ; Barakchian, Mahdi (Supervisor)
Abstract
Value at risk (VaR) is the maximum loss of the asset portfolio at the specified confidence level and certain time horizon. This tool is used to measure market risk and also used as a basis in determining financial standards for international financial instituation. Conditional Autoregressive Value at Risk models or CAViaR models introduced by Engle and Manganelli (2004). This models calculate VaR base on quantile regession approach and show some promising performance properties.
In order to propose a more accurate model for calcutating VaR , we develop CAViaR models by incorporating them with intraday information then we calculate VaR with this kind of models and CAViaR...
In order to propose a more accurate model for calcutating VaR , we develop CAViaR models by incorporating them with intraday information then we calculate VaR with this kind of models and CAViaR...
Forcing Sets of Graphs
, M.Sc. Thesis Sharif University of Technology ; Mahmoodian, Ebadollah (Supervisor)
Abstract
The concept of defining set in matching theory, recently has been taken into consideration by chemists and mathematicians because of several important applied problems in chemistry and mathematics. This concept is studied extensively in vari-ous areas of combinatorics and graph theory. The idea is to obtain total combinatorial structure of one object uniquely, based on some special information about it. Defin-ing set has been studied in various areas of graph theory like colouring, matching , orientations of graphs and etc. and many researches have been done in these areas. What we focus on, in this thesis is the defining set in matching theory that has been called “forcing set”. A minimum...
A New Approach in Value-at-Risk (VaR) Estimation by Forecast Combination Methods
, M.Sc. Thesis Sharif University of Technology ; Barakchian, Mahdi (Supervisor)
Abstract
Value-at-Risk (VaR) is the most commontool for risk management. This tool is used to measure market risk and also used as a basis in determining financial standards for international financial institutions. VaR is the maximum loss of the asset portfolio at the specified confidence level and certain time horizon. Many parametric, nonparametric and semi parametric methods have been invented for VaR estimation. Each one of these methods has its advantages and disadvantages and different methods may perform better in differnet situations.When estimating VaR, we can choose one of these methods or we can combine the VaRs estimated by different methods. There are few researches conducted on VaR...
Studying the Profitability of Momentum Strategy in GCC Stock Markets
, M.Sc. Thesis Sharif University of Technology ; Barakchian, Mahdi (Supervisor)
Abstract
In this research, we examine the profitability of momentum investing strategy in Middle East stock markets in 2005- 2014. We find that momentum strategy is not profitable in this period, since market was negative in many months of studying period. However, we find that the momentum strategy generate positive return following up market, and negative return following down market, which is similar to its performance in other stock markets. Our results show that pastmarket return determines winner and looser portfolio. Following up markets, high beta stocks constitute looser portfolio and low beta stocks constitute winner portfolio. Conversely, following down markets, high beta stocks constitute...
Investigation of Performance of Mutual Fund in Iran
, M.Sc. Thesis Sharif University of Technology ; Barakchian, Mehdi (Supervisor)
Abstract
Using a comprehensive data set on (surviving and non-surviving) Iranian equity mutual funds, we examine performance of mutual fund by using jensen’s model, fama & French three factor model and treynor & mussy’s model. we use as well as a cross-section bootstrapmethodology to distinguish between ‘skill’ and ‘luck’ for individual funds. This methodology allows for non-normality in the idiosyncratic risk of the funds — a major issue when considering those funds which appear to be either very good or very bad performers, since these are the funds which investors are primarily interested in identifying. Standard tests designed to identify mutual funds with non-zero alphas are problematic, in that...
The Dynamic Effects of Oil Price Shock and Basemetals Price Shock on Tehran Stock Exchange Return and Commodity-based Industries Returns
, M.Sc. Thesis Sharif University of Technology ; Barakchian, Mahdi (Supervisor)
Abstract
This study investigates the effect of commodity price shock, including oil and base metals prices, on Tehran exchange and industries stock returns. These industries have the largest market share in Tehran exchange and may heavily depend on global prices. Using weekly data from 1387 to 1396, Multifactor and VAR models are performed to analyze the variance decomposition and impulse response function of each industry to 1% price shock. In addition to global prices, some macroeconomic factors that are likely to affect stock returns are considered. The results show that commodities price shocks have dynamic and significant effects on stock returns
Detecting Forecast Power in Gold Coin Futures Contracts in Iran
, M.Sc. Thesis Sharif University of Technology ; Barakchian, Mahdi (Supervisor)
Abstract
One function of futures markets is to signal about future spot prices. This role is accommodated by creating a way for future tradings. In futures markets, different types of investors, including speculators, arbitrators, and hedgers, trade based on their expectations of the future. The better the agents are in pricing, the more significant this role of financial markets. Therefore, it is possible that futures prices contain information that helps to predict maturity spot prices. This study examines the performance of using gold coin futures prices in forecasting with the help of data from December 2008 to July 2016. Studying the cointegration relationships between futures and maturity...
Effects Monetary Policy on Stock Market Return Disaggregated at Firm Level
, M.Sc. Thesis Sharif University of Technology ; Barakchian, Mahdi (Supervisor)
Abstract
Since stock markets play an important role in economy, reflect expectation about macroeconomic situation and affect monetary policy effects on macroeconomic variables, are special interest of monetary policymakers. Hence, this dissertation studies relationship between monetary policy and market of equities. We study the effects of monetary policy of federal reserve on New York Stock Market Exchange return at firms level during 1999-2007 in an event study. Results confirm the conventional relationship, which is monetary policy affects firms’ return negatively. However these effects are not same for all firms. We find that market capital as proxy for size of firm and the industry which firm...
Countries Short Term Interest Rates Response to u.s. Monetary Policy Shock, Their Explanatory Elements and Type II Price Puzzle
, M.Sc. Thesis Sharif University of Technology ; Barakchian, Mahdi (Supervisor)
Abstract
There have been numerous papers worked on the effect of U.S. monetary policy on other countries macroeconomic variables; considering U.S. important role in the world economy. However, few papers focus on foreign countries monetary policy reactions to U.S. monetary policy. The main purpose of this dissertation is to find out how foreign countries policy makers react to U.S. monetary policy. In order to answer this question, we consider the effect of exogenous monetary policy shock on other countries’ short term interest rates. The second part of the dissertation focuses on which elements can explain the differences in countries’ monetary policy reaction. At last, we consider the effect of...
Effects Monetary Policy on Base Metals Return
, M.Sc. Thesis Sharif University of Technology ; Barakchian, Mahdi (Supervisor)
Abstract
The commodity market as a noteworthy section of the capital market plays a prominent role in the economy of a nation. Base metals, which are widely utilized as industrial raw materials, account for a part of the costs imposed on a nation’s economy. Hence the price levels and volatility of such metals have been under close observation by the capital markets and in the process of monetary policy. In this research we investigate the impacts of the monetary policy of the Federal Reserve on the return of base metals based on daily data and also on the stock return of the corporates which are associated with these metals by using intraday data. This poster employs Federal Funds Futures Contracts...
Monetary policy matters: Evidence from new shocks data
, Article Journal of Monetary Economics ; Volume 60, Issue 8 , 2013 , Pages 950-966 ; 03043932 (ISSN) ; Crowe, C ; Sharif University of Technology
2013
Abstract
The evidence suggests that monetary policy post 1988 became more forward-looking, invalidating the identifying assumptions in conventional methods of measuring monetary policy's effects, leading to spurious and unlikely results for this period. We propose a new identification scheme that uses factors extracted from Fed Funds futures to measure exogenous changes in policy. Using this shock series in a VAR, we recover the contractionary effect of monetary tightening on output. Moreover, we find that as much as half of the variability in output was driven by monetary policy shocks, and that there is a mild price puzzle
The Effect of Investors' Sentiment on Price to Earning Ratio of the Tehran Stock Exchange
, M.Sc. Thesis Sharif University of Technology ; Barakchian, Mahdi (Supervisor)
Abstract
Price to earnings ratio is one of the most used ratios in financial markets for valuation of firms in the Iran and world. In present research for analysis of this ratio,investors’ sentiment alongside fundamental factors affecting price to earnings ratio has been investigated. Fundamental factors affecting this ratio are selected based on prior research and economics theory; these factors are, dividend ratio, growth,risk and inflation. For the analysis of investors’ sentiment, eight proxies related to sentimental behavior have been utilized; among them, four are introduced and used for the first time in this research. Implementing these eight sentimental proxies, a variable measuring...
Multi-period Value-at-Risk Forecasting
, M.Sc. Thesis Sharif University of Technology ; Barakchian, Mahdi (Supervisor)
Abstract
Multi-period Value-at-Risk (VaR) forecasting is important for risk management. Financial institutions especially commercial banks according to Basel Committee regulations for capital adequacy in “Internal Approach”, should forecast their VaR for multi-period horizons (longer than one day). The most conventional approach for forecasting multi-period VaR is scaling one-day forecasted VaR that is called “square root of time rule”; therefore most works in this area have been focused on forecasting one-day VaR. In this study, we review performance of a wide range of different methods in forecasting multi-period VaR. The results of our study show that historical simulation performs weakly in...
Predictability of Equity Returns over Different Horizons:Evidence from Tehran Stock Exchange
, M.Sc. Thesis Sharif University of Technology ; Barakchian, Mahdi (Supervisor)
Abstract
This paper aims to test an important hypothesis in financial economics: whether equity returns are predictable over various horizons? The variables that we use are dividend yield, dividend-price ratio, price-earning ratio, dividend payout ratio and stock variance. For one month horizon,we compare forecast from predictive regression and forecast from historical mean both in-sample and out-of-sample. Evidence shows that to some extent, stock variance has predictive power and predictive regression model has a better performance than the historical mean model, but fundamental variables don’t have predictive power. The multivariate model has improved the performance, but we don’t see any...