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Data science is expanding across industries at a rapid pace, and the companies first to adopt best practices will gain a significant advantage. To reap the benefits, decision makers need to have a confident understanding of data science and its application in their organization. The second edition enables the reader to think like a veteran data scientist and approach solutions to business problems in an entirely new way, and develop a solid data strategy that is continuously effective. This book also covers ethics and legal issues surrounding data collection and algorithmic bias. This second edition includes case studies, tools for project assessment, and expanded content for hiring and managing data scientists.
An updated edition of a classic text on applying statistical analyses to the social sciences, with reviews, new chapters, an expanded set of post-hoc analyses, and information on computing in Excel and SPSS Designed to be accessible, the text contains an applications-oriented, step-by-step presentation of the statistical theories and formulas most often used by the social sciences.
DEA is a popular, effective method that can be used to measure productive efficiency in operations management assessment. Emphasizing the importance of analyzing productivity by measuring inputs, goals, economic growth, and performance, this book covers a wide breadth of DEA innovative knowledge.
Guides readers through the quantitative data analysis process including contextualizing data within a research situation, connecting data to the appropriate statistical tests, and drawing valid conclusions.
Practical Statistics for Data Scientists by Peter Bruce; Andrew BruceThis practical guide explains how to apply various statistical methods to data science, tells you how to avoid their misuse, and gives you advice on what's important and what's not.... If you're familiar with the R programming language, and have some exposure to statistics, this quick reference bridges the gap in an accessible, readable format.
Call Number: Safari ebook
Publication Date: 2017
Introduction to the Mathematics of Finance by R. J. WilliamsThe modern subject of mathematical finance has undergone considerable development, both in theory and practice, since the seminal work of Black and Scholes appeared a third of a century ago. This book is intended as an introduction to some elements of the theory that will enable students and researchers to go on to read more advanced texts and research papers.
Geisel also has the print edition. UC San Diego author.
Call Number: AMS e-book
Publication Date: 2006
The Oxford Handbook of Panel Data by Badi H. BaltagiThis handbook examines new developments in the theory and applications of panel data. It includes basic topics like non-stationary panels, co-integration in panels, multifactor panel models, panel unit roots, measurement error in panels, incidental parameters and dynamicpanels, spatial panels, nonparametric panel data, random coefficients, treatment effects, sample selection, count panel data, limited dependent variable panel models, unbalanced panel models with interactive effects and influential observations in panel data.
Call Number: Oxford ebooks
Publication Date: 2015
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Items here provide theoretical background, point to models, and provide definitions.
This publisher offers reference titles and other books. California Digital Library has licensed most of the Wiley Interscience books for 2011, and UCSD Libraries purchased selected individual volumes from prior years, including major reference works. Suggest a purchase if a desired title doesn't display the unlocked icon via http://bit.ly/i8bPfU.
CRC Press produces reference & regular books in the sciences. This subset points to the online statistics resources in business, finance, operations research and economics, including Introduction to Spatial Econometrics, Linear Model Methodology and Diagnostic Checks in Time Series. Example:
This perennial favorite beginner’s guide to reading and understanding financial reports has been updated. It’s intended for investors, lenders, business leaders, analysts, and managers who want to read, analyze, and interpret financial accounting reports. Designed specifically for non-specialists, this reader-friendly resource covers the fundamentals of financial reporting in jargon-free English.
This encyclopedia contains nearly 900 entries about topics related to the social and ethical aspects of business. Entries cover theory (agency theory, stakeholder theory, corporate social responsibility), recent events (Sarbanes-Oxley Act of 2002), topics (consumers, environment), and people of historical significance to the field (Milton Friedman).
This encyclopedia offers entries for all aspects of organizations: structure, process, practices. Topics relate to pschology, business, sociology, polical science, philosophy and more. Topical treatment includes all aspects of theory and the encyclopedia is international in scope.
This longstanding, scholarly publication is the go-to place for background on any topic in economics, because its articles are written by experts who provide for each entry an overview of theory and the current state of research.
The online edition of The New Palgrave Dictionary of Economics contains the full text of the 8 volume print edition. In addition, the online Dictionary is a dynamic resource for economists which contains hyperlinked cross-references within articles, features carefully selected and maintained links to related sites, incorporates quarterly additions and updates, and offers search and browse facilities, both full text and advanced.
AR provides scholarly review articles that may serve as starting points for research, or to keep up with research trends in a field. Each article attempts to convey the research output of a discipline or topic, and reports the nature of the research, in terms of its empirical findings, theoretical development, methodology or historical development.