{"title":"Kosuke Imai","description":"\u003cp\u003e\u003cstrong\u003eKosuke Imai\u003c\/strong\u003e offers insightful works that delve into the methodologies of data analysis within the social sciences. His books, such as \u003cem\u003eData Analysis for Social Science\u003c\/em\u003e and \u003cem\u003eQuantitative Social Science\u003c\/em\u003e, provide a clear and rigorous approach to understanding complex quantitative techniques, making them essential for students and researchers alike.\u003c\/p\u003e\n\n\u003cp\u003eReaders can expect a strong emphasis on applying statistical reasoning to real-world data, with practical guidance that bridges theory and practice. These titles are well-suited for those seeking to enhance their analytical skills in social science research and education.\u003c\/p\u003e","products":[{"product_id":"quantitative-social-science-by-nora-webb-williams-9780691222288","title":"Quantitative Social Science","description":"\u003cdiv class=\"book-description\"\u003e\n\u003cp\u003e\u003cstrong\u003eA tidyverse edition of the acclaimed textbook on data analysis and statistics for the social sciences and allied fields\u003c\/strong\u003e\u003c\/p\u003e\n\n\u003cp\u003eQuantitative analysis is an essential skill for social science research, yet students in the social sciences and related areas typically receive little training in it. \u003cem\u003eQuantitative Social Science\u003c\/em\u003e is a practical introduction to data analysis and statistics written especially for undergraduates and beginning graduate students in the social sciences and allied fields, including business, economics, education, political science, psychology, sociology, public policy, and data science.\u003c\/p\u003e\n\n\u003cp\u003eProven in classrooms around the world, this one-of-a-kind textbook engages directly with empirical analysis, showing students how to analyze and interpret data using the tidyverse family of R packages. Data sets taken directly from leading quantitative social science research illustrate how to use data analysis to answer important questions about society and human behavior.\u003c\/p\u003e\n\n\u003cul\u003e\n    \u003cli\u003eEmphasises hands-on learning, not paper-and-pencil statistics\u003c\/li\u003e\n    \u003cli\u003eIncludes data sets from actual research for students to test their skills on\u003c\/li\u003e\n    \u003cli\u003eCovers data analysis concepts such as causality, measurement, and prediction, as well as probability and statistical tools\u003c\/li\u003e\n    \u003cli\u003eFeatures a wealth of supplementary exercises, including additional data analysis exercises and programming exercises\u003c\/li\u003e\n    \u003cli\u003eOffers a solid foundation for further study\u003c\/li\u003e\n    \u003cli\u003eComes with additional course materials online, including notes, sample code, exercises and problem sets with solutions, and lecture slides\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003c\/div\u003e","brand":"Hachette Aotearoa New Zealand","offers":[{"title":"Default Title","offer_id":47461325471980,"sku":"9780691222288","price":105.0,"currency_code":"NZD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0705\/7784\/8556\/files\/9780691222288-quantitative-social-science.jpg?v=1774964829"},{"product_id":"data-analysis-for-social-science-by-kosuke-imai-9780691199436","title":"Data Analysis for Social Science","description":"\u003cdiv class=\"book-description\"\u003e\n\u003cp\u003e\u003cstrong\u003eAn ideal textbook for complete beginners—teaches from scratch R, statistics, and the fundamentals of quantitative social science.\u003c\/strong\u003e\u003c\/p\u003e\n\n\u003cp\u003e\u003cem\u003eData Analysis for Social Science\u003c\/em\u003e provides a friendly introduction to the statistical concepts and programming skills needed to conduct and evaluate social scientific studies. Assuming no prior knowledge of statistics and coding and only minimal knowledge of maths, the book teaches the fundamentals of survey research, predictive models, and causal inference while analysing data from published studies with the statistical program R. It teaches not only how to perform the data analyses but also how to interpret the results and identify the analyses' strengths and limitations.\u003c\/p\u003e\n\n\u003cul\u003e\n  \u003cli\u003eProgresses by teaching how to solve one kind of problem after another, bringing in methods as needed. It teaches, in this order, how to (1) estimate causal effects with randomised experiments, (2) visualise and summarise data, (3) infer population characteristics, (4) predict outcomes, (5) estimate causal effects with observational data, and (6) generalise from sample to population.\u003c\/li\u003e\n  \u003cli\u003eFlips the script of traditional statistics textbooks. It starts by estimating causal effects with randomised experiments and postpones any discussion of probability and statistical inference until the final chapters. This unconventional order engages students by demonstrating from the very beginning how data analysis can be used to answer interesting questions, while reserving more abstract, complex concepts for later chapters.\u003c\/li\u003e\n  \u003cli\u003eProvides a step-by-step guide to analysing real-world data using the powerful, open-source statistical program R, which is free for everyone to use. The datasets are provided on the book's website so that readers can learn how to analyse data by following along with the exercises in the book on their own computer.\u003c\/li\u003e\n  \u003cli\u003eAssumes no prior knowledge of statistics or coding.\u003c\/li\u003e\n  \u003cli\u003eSpecifically designed to accommodate students with a variety of maths backgrounds. It includes supplemental materials for students with minimal knowledge of maths and clearly identifies sections with more advanced material so that readers can skip them if they so choose.\u003c\/li\u003e\n  \u003cli\u003eProvides cheat sheets of statistical concepts and R code.\u003c\/li\u003e\n  \u003cli\u003eComes with instructor materials (upon request), including sample syllabi, lecture slides, and additional replication-style exercises with solutions and with the real-world datasets analysed.\u003c\/li\u003e\n\u003c\/ul\u003e\n\n\u003cp\u003eLooking for a more advanced introduction? Consider \u003cem\u003eQuantitative Social Science\u003c\/em\u003e by Kosuke Imai. In addition to covering the material in \u003cem\u003eData Analysis for Social Science\u003c\/em\u003e, it teaches diffs-in-diffs models, heterogeneous effects, text analysis, and regression discontinuity designs, among other things.\u003c\/p\u003e\n\u003c\/div\u003e","brand":"Hachette Aotearoa New Zealand","offers":[{"title":"Default Title","offer_id":47470380941548,"sku":"9780691199436","price":79.99,"currency_code":"NZD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0705\/7784\/8556\/files\/9780691199436-data-analysis-for-social-science.jpg?v=1775217842"},{"product_id":"quantitative-social-science-by-kosuke-imai-9780691175461","title":"Quantitative Social Science","description":"\u003cdiv class=\"book-description\"\u003e\n\u003cp\u003eAn introductory textbook on data analysis and statistics written especially for students in the social sciences and allied fields. Quantitative analysis is an increasingly essential skill for social science research, yet students in the social sciences and related areas typically receive little training in it. If they do, they usually end up in statistics classes that offer few insights into their field.\u003c\/p\u003e\n\n\u003cp\u003eThis textbook is a practical introduction to data analysis and statistics written especially for undergraduates and beginning graduate students in the social sciences and allied fields, such as economics, sociology, public policy, and data science. \u003cem\u003eQuantitative Social Science\u003c\/em\u003e engages directly with empirical analysis, showing students how to analyze data using the R programming language and to interpret the results. It encourages hands-on learning, not paper-and-pencil statistics.\u003c\/p\u003e\n\n\u003cp\u003eMore than forty data sets taken directly from leading quantitative social science research illustrate how data analysis can be used to answer important questions about society and human behaviour. Proven in the classroom, this one-of-a-kind textbook features numerous additional data analysis exercises and interactive R programming exercises, and also comes with supplementary teaching materials for instructors.\u003c\/p\u003e\n\n\u003cp\u003e\u003cem\u003eQuantitative Social Science\u003c\/em\u003e is written especially for students in the social sciences and allied fields, including economics, sociology, public policy, and data science. It provides hands-on instruction using R programming, not paper-and-pencil statistics. The book includes more than forty data sets from actual research for students to test their skills on.\u003c\/p\u003e\n\n\u003cp\u003eIt covers data analysis concepts such as causality, measurement, and prediction, as well as probability and statistical tools. The textbook features a wealth of supplementary exercises, including additional data analysis exercises and interactive programming exercises. It offers a solid foundation for further study and comes with additional course materials online, including notes, sample code, exercises and problem sets with solutions, and lecture slides.\u003c\/p\u003e\n\u003c\/div\u003e","brand":"Hachette Aotearoa New Zealand","offers":[{"title":"Default Title","offer_id":47597552664812,"sku":"9780691175461","price":133.0,"currency_code":"NZD","in_stock":false}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0705\/7784\/8556\/files\/a1e9286587fc0f9e8da32945c8da56c7.jpg?v=1778028330"},{"product_id":"quantitative-social-science-by-kosuke-imai-9780691222271","title":"Quantitative Social Science","description":"\u003cdiv class=\"book-description\"\u003e\n\u003cp\u003e\u003cstrong\u003eA tidyverse edition of the acclaimed textbook on data analysis and statistics for the social sciences and allied fields\u003c\/strong\u003e\u003c\/p\u003e\n\n\u003cp\u003eQuantitative analysis is an essential skill for social science research, yet students in the social sciences and related areas typically receive little training in it. \u003cem\u003eQuantitative Social Science\u003c\/em\u003e is a practical introduction to data analysis and statistics written especially for undergraduates and beginning graduate students in the social sciences and allied fields, including business, economics, education, political science, psychology, sociology, public policy, and data science. Proven in classrooms around the world, this one-of-a-kind textbook engages directly with empirical analysis, showing students how to analyze and interpret data using the tidyverse family of R packages. Data sets taken directly from leading quantitative social science research illustrate how to use data analysis to answer important questions about society and human behaviour.\u003c\/p\u003e\n\n\u003cul\u003e\n    \u003cli\u003eEmphasises hands-on learning, not paper-and-pencil statistics\u003c\/li\u003e\n    \u003cli\u003eIncludes data sets from actual research for students to test their skills on\u003c\/li\u003e\n    \u003cli\u003eCovers data analysis concepts such as causality, measurement, and prediction, as well as probability and statistical tools\u003c\/li\u003e\n    \u003cli\u003eFeatures a wealth of supplementary exercises, including additional data analysis exercises and programming exercises\u003c\/li\u003e\n    \u003cli\u003eOffers a solid foundation for further study\u003c\/li\u003e\n    \u003cli\u003eComes with additional course materials online, including notes, sample code, exercises and problem sets with solutions, and lecture slides\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003c\/div\u003e","brand":"Hachette Aotearoa New Zealand","offers":[{"title":"Default Title","offer_id":47597552828652,"sku":"9780691222271","price":205.0,"currency_code":"NZD","in_stock":false}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0705\/7784\/8556\/files\/9d009f6f536795ff7cfe66e37d8c0747.jpg?v=1778028325"}],"url":"https:\/\/bookhero.co.nz\/collections\/kosuke-imai.oembed","provider":"Book Hero","version":"1.0","type":"link"}