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e-book
A Primer for Computational Biology aims to provide life scientists and students the skills necessary for research in a data-rich world. The text covers accessing and using remote servers via the command-line, writing programs and pipelines for data analysis, and provides useful vocabulary for interdisciplinary work. The book is broken into three parts: Introduction to Unix/Linux: The command-line is the “natural environment” of scientific computing, and this part covers a wide range of topics, including logging in, working with files and directories, installing programs and writing scripts, and the powerful “pipe” operator for file and data manipulation. Programming in Python: Python is both a premier language for learning and a common choice in scientific software development. This part covers the basic concepts in programming (data types, if-statements and loops, functions) via examples of DNA-sequence analysis. This part also covers more complex subjects in software development such as objects and classes, modules, and APIs. Programming in R: The R language specializes in statistical data analysis, and is also quite useful for visualizing large datasets. This third part covers the basics of R as a programming language (data types, if-statements, functions, loops and when to use them) as well as techniques for large-scale, multi-test analyses. Other topics include S3 classes and data visualization with ggplot2.
- Subjects:
- Biology
- Keywords:
- Computational biology Textbooks
- Resource Type:
- e-book
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e-book
The financial crisis of 2007-8 has already revolutionized institutions, markets, and regulation. Wright's Money and Banking V 2.0 captures those revolutionary changes and packages them in a way that engages undergraduates enrolled in Money and Banking and Financial Institutions and Markets courses. Minimal mathematics, accessible language, and a student-oriented tone ease readers into complex subjects like money, interest rates, banking, asymmetric information, financial crises and regulation, monetary policy, monetary theory, and other standard topics. Numerous short cases, called "Stop and Think" boxes, promote internalization over memorization. Exercise drills ensure basic skills competency where appropriate. Short, snappy sections that begin with a framing question enhance readability and encourage assignment completion. The 2.0 version of this text boasts substantive revisions (additions, deletions, rearrangements) of almost every chapter based on the suggestions of many Money and Banking instructors. Some specific highlights are: Chapter 11 now contains enhanced descriptions of recent regulatory changes, including Dodd-Frank, Chapter 12 is an entirely new chapter on derivatives covering forwards, futures, options, and swaps that also including comprehensive treatment of the causes and consequences of financial crises, and Chapter 14 has updated discussions of the Federal Reserve's monetary policy tools, including paying interest on reserves, and the structure and leadership of the European Central Bank. Recent financial turmoil has increased student interest in the financial system but simultaneously threatens to create false impressions and negative attitudes. This up-to-date text by a dynamic, young author encourages students to critique the financial system without rejecting its many positive attributes. Peruse the book online now to see for yourself if this book fits the needs of your course and students. This textbook has been used in classes at:Augustana College, Central Michigan University, Florida State University, Lyndon State College, Princeton University, Rutgers University, University of Southern Maine, Western Oregon University., Westminster College.
- Subjects:
- Finance
- Keywords:
- Financial institutions Money Banks banking Textbooks
- Resource Type:
- e-book