They will also learn best practices from the field of software development such as version control and object-oriented programming. Students will learn how to collect, manipulate, and exploit large volumes of available data and apply them to political and social research questions. It then demonstrates how to apply these concepts to the field of political science by working with structured and unstructured data, querying databases, and interacting with application programming interfaces (APIs). sorting), and analysis of computational efficiency. arrays, lists, dictionaries, trees, graphs), algorithms (e.g. The book introduces core concepts of software development and computer science such as basic data structures (e.g. This book is intended to serve as the basis for a first course in Python programming for graduate students in political science and related fields. Students and researchers alike will find this first-of-its-kind volume to be an invaluable resource."-BOOK JACKET.Ĭomputational Frameworks for Political and Social Research with Python Book PDF/Epub Download Most importantly, the discussion is thoroughly and consistently anchored in real social science applications, with more than 80 research-based illustrations woven into the text and featured in end-of-chapter exercises. Throughout the book the presentation builds from first principles and eschews unnecessary complexity. This textbook addresses this dilemma by offering a comprehensive, unified introduction to the essential mathematics of social science. "More than ever before, modern social scientists require a basic level of mathematical literacy, yet many students receive only limited mathematical training prior to beginning their research careers. Uniquely designed and ideal for students and researchers in political science and sociology Uses practical examples from political science and sociology Features "Why Do I Care?" sections that explain why concepts are useful Includes numerous exercises Complete online solutions manual (available only to professors, email david.siegel at, subject line "Solution Set") Selected solutions available online to studentsĮssential Mathematics for Political and Social Research Book PDF/Epub Download It describes the intermediate steps most other textbooks leave out, features numerous exercises throughout, and grounds all concepts by illustrating their use and importance in political science and sociology. The book begins with the fundamental building blocks of mathematics and basic algebra, then goes on to cover essential subjects such as calculus in one and more than one variable, including optimization, constrained optimization, and implicit functions linear algebra, including Markov chains and eigenvectors and probability. A Mathematics Course for Political and Social Research fills this gap, providing both a primer for math novices in the social sciences and a handy reference for seasoned researchers. Available textbooks are written for mathematics or economics majors, and fail to convey to students of political science and sociology the reasons for learning often-abstract mathematical concepts. Political science and sociology increasingly rely on mathematical modeling and sophisticated data analysis, and many graduate programs in these fields now require students to take a "math camp" or a semester-long or yearlong course to acquire the necessary skills. A Mathematics Course for Political and Social Research Book PDF/Epub Download
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