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Macroeconomics
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Forecasting Economic Time Series
This book provides a formal analysis of the models, procedures, and measures of economic forecasting with a view to improving forecasting practice. David Hendry and Michael Clements base the analyses on assumptions pertinent to the economies to be forecast, viz. a non-constant, evolving economic system, and econometric models whose form and structure are unknown a priori. The authors find that conclusions which can be established formally for constant-parameter stationary processes and correctly-specified models often do not hold when unrealistic assumptions are relaxed. Despite the difficulty of proceeding formally when models are mis-specified in unknown ways for non-stationary processes that are subject to structural breaks, Hendry and Clements show that significant insights can be gleaned. For example, a formal taxonomy of forecasting errors can be developed, the role of causal information clarified, intercept corrections re-established as a method for achieving robustness against forms of structural change, and measures of forecast accuracy re-interpreted.
Lectures on Microeconomics
Economic concepts and techniques presented through a series of "big questions," models that show how to pose a questions rigorously and work toward an answer. This book helps readers master economic concepts and techniques by tackling fundamental economic and political questions through a series of models. It is organized around a sequence of “big questions,” among them: When do markets help translate individuals' uncoordinated, selfish actions into outcomes that are best for all? Do markets change people, and, if so, for worse or better? Translated into the language of modern economics, do Marx's ideas have merit? Why is there so much income inequality? Or is there too little? The argum...
Open-Economy Macroeconomics
The integration of market economies is one of the most remarkable features of international economics, which has important implications for macroeconomic performance in open economies. Equally important is the declining relevance of the real versus the monetary theory dichotomy. These papers focus on those aspects of monetary policy which relate to credibility and non-neutrality; the domestic adjustment to foreign shocks; the interdependence of open economies and their strategic interactions. An important section is also devoted to the innovative modelling of exchange rate dynamics.
Data Science and Analytics (with Python, R and SPSS Programming)
The Book has been written completely as per AICTE recommended syllabus on "Data Sciences". SALIENT FEATURES OF THE BOOK: Explains how data is collected, managed and stored for data science. With complete courseware for understand the key concepts in data science including their real-world applications and the toolkit used by data scientists. Implement data collection and management. Provided with state of the arts subjectwise. With all required tutorials on R, Python and Bokeh, Anaconda, IBM SPSS-21 and Matplotlib.
