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Data Analysis for Business, Economics, and Policy
A comprehensive textbook on data analysis for business, applied economics and public policy that uses case studies with real-world data.
Data Analysis for Business, Economics, and Policy
This textbook provides future data analysts with the tools, methods, and skills needed to answer data-focused, real-life questions; to carry out data analysis; and to visualize and interpret results to support better decisions in business, economics, and public policy. Data wrangling and exploration, regression analysis, machine learning, and causal analysis are comprehensively covered, as well as when, why, and how the methods work, and how they relate to each other. As the most effective way to communicate data analysis, running case studies play a central role in this textbook. Each case starts with an industry-relevant question and answers it by using real-world data and applying the tools and methods covered in the textbook. Learning is then consolidated by 360 practice questions and 120 data exercises. Extensive online resources, including raw and cleaned data and codes for all analysis in Stata, R, and Python, can be found at www.gabors-data-analysis.com.
Data Analysis for Business, Economics, and Policy
This textbook provides future data analysts with the tools, methods, and skills needed to answer data-focused, real-life questions; to carry out data analysis; and to visualize and interpret results to support better decisions in business, economics, and public policy. Data wrangling and exploration, regression analysis, machine learning, and causal analysis are comprehensively covered, as well as when, why, and how the methods work, and how they relate to each other. As the most effective way to communicate data analysis, running case studies play a central role in this textbook. Each case starts with an industry-relevant question and answers it by using real-world data and applying the tools and methods covered in the textbook. Learning is then consolidated by 360 practice questions and 120 data exercises. Extensive online resources, including raw and cleaned data and codes for all analysis in Stata, R, and Python, can be found at www.gabors-data-analysis.com.
Information, Accountability, and Cumulative Learning
Examines a set of voter information campaigns worldwide to assess their effectiveness, and develops a new social science research model aimed at cumulative learning. It will appeal to academics and practitioners looking for innovative ways to conduct social science research that is rigorous, policy-relevant, and cumulative.
Causal Inference
An accessible, contemporary introduction to the methods for determining cause and effect in the Social Sciences “Causation versus correlation has been the basis of arguments—economic and otherwise—since the beginning of time. Causal Inference: The Mixtape uses legit real-world examples that I found genuinely thought-provoking. It’s rare that a book prompts readers to expand their outlook; this one did for me.”—Marvin Young (Young MC) Causal inference encompasses the tools that allow social scientists to determine what causes what. In a messy world, causal inference is what helps establish the causes and effects of the actions being studied—for example, the impact (or lack thereof) of increases in the minimum wage on employment, the effects of early childhood education on incarceration later in life, or the influence on economic growth of introducing malaria nets in developing regions. Scott Cunningham introduces students and practitioners to the methods necessary to arrive at meaningful answers to the questions of causation, using a range of modeling techniques and coding instructions for both the R and the Stata programming languages.
Craftsmen and Jewelers in the Middle and Lower Danube Region (6th to 7th Centuries)
In Craftsmen and Jewelers in the Middle and Lower Danube Region (6th to 7th Centuries) Daniela Tănase examines the practice of metalworking with the aim of comparing the archaeological evidence of different peoples in the Middle and Lower Danube in the Early Middle Ages, with a particular focus on blacksmithing, goldsmithing and burial customs. Evidence suggests that the distinction between these specialties was quite fluid, so blacksmiths could craft jewelery, while jewelers were able to create tools and weapons. The study also reveals how the production process and the main techniques employed by craftsmen for the ornamentation of dress and accessories were subject to multiple influences, from Byzantium, the eastern steppe, and the Merovingian kingdoms.
The Global Trade Slowdown
This paper focuses on the sluggish growth of world trade relative to income growth in recent years. The analysis uses an empirical strategy based on an error correction model to assess whether the global trade slowdown is structural or cyclical. An estimate of the relationship between trade and income in the past four decades reveals that the long-term trade elasticity rose sharply in the 1990s, but declined significantly in the 2000s even before the global financial crisis. These results suggest that trade is growing slowly not only because of slow growth of Gross Domestic Product (GDP), but also because of a structural change in the trade-GDP relationship in recent years. The available evidence suggests that the explanation may lie in the slowing pace of international vertical specialization rather than increasing protection or the changing composition of trade and GDP.
Geology Of The Carpathian Region
This can be best described as a comprehensive volume, as there is no one-volume of work done on the geology of the entire Carpathian region. It is aimed to pave the way for global geologists to examine this tectonically complex and key area and to build up a clear picture about its origin, evolution and structure. It provides factual geological material for plate tectonicians to work on and to derive basic information from. Since it is intended to be comprehensive, it will also be a useful source material for professional geologists and specialists in the earth sciences.
Subterranean Rodents
Subterranean Rodents presents achievements from recent years of research on these rodents, divided into five sections: ecophysiology; sensory ecology; life histories, behavioural ecology and demography; environmental and economical impact; molecular ecology and evolution. It is a must for all researchers working in this field and will be of interest to zoologists, physiologists, morphologists, ecologists, and evolutionary biologists.
