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Data Analysis for Social Science: A Friendly and Practical Introduction
TWD 1435
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Data Analysis for Social Science provides a friendly introduction to the statistical concepts and programming skills needed to conduct and evaluate social scientific studies.
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產品詳情
| Publisher | Princeton University Press |
| Publication date | November 29, 2022 |
| Language | English |
| Print length | 256 pages |
| ISBN-10 | 0691199434 |
| ISBN-13 | 978-0691199436 |
| Item Weight | 2.31 pounds (1.05 kg) |
| Dimensions | 8 x 0.9 x 9.9 inches (20.3 x 2.3 x 25.1 cm) |
Who Should Buy?
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Social Science Students
Ideal for undergraduates or graduates studying social sciences who need a practical introduction to data analysis techniques.
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Busy Professionals
Great for professionals looking to enhance their data analysis skills without spending extensive time on complex theories.
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Self-learners
Perfect for independent learners who prefer a friendly, approachable guide to data analysis in social science contexts.
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Advanced Statisticians
Not suitable for experienced statisticians who require in-depth statistical theory and complex analytical techniques.
產品描述
Data Analysis for Social Science: A Friendly and Practical Introduction
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Probability & Statistics Editorial Review
**** "Data Analysis for Social Science: A Friendly and Practical Introduction" by Llaudet and Imai has been warmly received, particularly for its accessibility to beginners tackling data analysis and the R programming language. Reviewers highlight the book’s effective structure and pedagogical approach that offers a modern take on data analysis, breaking down complex concepts into understandable terms. Students are guided through coding in R from the outset, with the book skillfully covering foundational topics in a way that engages and empowers learners. Readers appreciate the myriad of features that enhance comprehension, such as marginal notes that revisit prior material and helpful "cheat sheets" summarizing key concepts and coding functions at the end of each chapter. These elements collectively create a supportive learning environment that caters to how students typically engage with the text. While the book shines in its practical approach, there are some noted shortcomings. Some reviewers feel that it lacks an explicit discussion on the motivations behind data analysis and scientific methodology, which might be vital for beginners. Additionally, those seeking deeper statistical modeling or advanced R techniques may find it too basic. However, for its intended audience, "Data Analysis for Social Science" succeeds in delivering a user-friendly, comprehensive introduction to both statistics and R. **
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優點
- Accessible and straightforward language.
- Clear explanation of data analysis concepts.
- Engaging structure that aids comprehension (e.g., cheat sheets, marginal notes).
- Suitable for teaching and learning as an introductory text.
- Effective integration of R programming from the start.
缺點
- Assumes prior knowledge of why data analysis is conducted.
Product Price History
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TWD 1435
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特色和優勢
- Perfect for complete beginners with no prior knowledge.
- Covers R, statistics, and quantitative social science fundamentals.
- Progresses through practical problem-solving methods.
- Engages students by starting with real-world applications.
- Includes supplementary materials for diverse math backgrounds.
- Free-to-use datasets enable hands-on learning.
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