Econometrics is about deriving economic relations by applying mathematical and statistical methods to various types of data and it helps in analyzing the impact of an existing phenomenon and testing a given hypothesis.Econometric methods and their applications are at the core of analyzing issues in Economics and Finance.It has wide application in analyzing relationships of variables with cross section,time series and panel data and the same is used for prediction and decision making to support business strategies and fight competition.The same is also beneficial for policymaking related to economic development,business,finance etc.In such a scenario,businesses as well as researchers bank on econometric applications to make inferences, and monitor and measure the impact of their decisions. Applying econometric models requires an in-depth understanding of the process for testing a hypothesis and various statistical methods.
- Multiple Regression
- Regression coefficients and inferences
- Categorical variables
- Problems in regression analysis
- Logistic regression
- Time series regression
- Regression with cross section and time series data.
Professor Mukherjee is Professor (Economics) and Dean (Academics) at International Management Institute Kolkata.She is an alumnus of Presidency College, Kolkata, completed MS in Quantitative Economics from Indian Statistical Institute and Ph.D. from Jadavpur University, Kolkata. She has 21 years of experience in industry, research and teaching, with stints at AC Nielsen (formerly ORG MARG), ICRA and different business schools. She teaches managerial economics, macroeconomics, business forecasting, financial econometrics, financial risk management etc. She has also taught time series analysis in Presidency College and Kalyani University as part of Ph.D. course work. She has conducted training programmes for executives under the auspices of CII, Kolkata. Dr. Mukherjee has also worked as a consultant. She is awarded with a research grant from India Gold Policy Centre at IIM Ahmedabad.
Her research interest lies in applied econometrics and financial economics. She has worked on contemporary issues in the financial sector, like FIIs, mutual funds, stock market volatility, return co-movement and volatility spillover, share buyback etc. She has worked on issues in the banking sector, particularly on non-performing assets. She also has a keen interest in applied studies on macroeconomic issues. She has authored a number of research papers in international journals and presented research papers in a number of international conferences.
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