Dimension scores are derived from public data and fields; weighted into the composite. Reference only.
This website is the online reading site for the second edition of Handbook of Regression Modeling in People Analytics, written by Keith McNulty. The second edition is planned for publication by Chapman & Hall/CRC Press in 2026. The site clearly states that the online version is free to read and is licensed under Creative Commons BY-NC-SA 4.0. Strictly speaking, it is more of an open textbook than a live course, recorded course, or bootcamp.
The content focuses on regression modeling in People Analytics. Chapters cover the basics of R, statistical foundations, linear regression, binary/multinomial/ordinal logistic regression, Poisson and negative binomial regression, modeling hierarchical data, survival analysis, power analysis, Bayesian inference, causal inference, and more. Its strengths are a comprehensive coverage of model families and a clear focus on HR data analysis scenarios. The site also provides companion datasets, which readers can download via the R or Python package peopleanalyticsdata, making it convenient to reproduce examples while reading.
The online version is free to read. The first edition in print can be purchased from Chapman & Hall/CRC Press, but the scraped text does not provide the print book price, payment methods, or purchase process details. The website does not show any course certificate, completion credential, exam, or assignment grading information, so it is not suitable if you are looking for a course product that provides a resume-friendly certificate.
The main advantages are that it is free, systematic, clearly tied to a practical application domain, and supports data practice in both R and Python. It is valuable for learners who want to master regression models for HR analytics. The downsides are limited interactivity and support: the text only mentions submitting feedback on GitHub, with no information about instructor Q&A, a learning community, study plan, or 1-on-1 tutoring. In addition, the material involves statistical modeling and programming, so it may present a certain barrier for complete beginners.
It is suitable for People Analytics practitioners, HR data analysts, organizational behavior researchers, and learners who need to systematically strengthen their statistical modeling skills. It is less suitable for users who want Chinese-language instruction, certificates, supervised learning, or project review. Access from China cannot be determined from the site content alone and should be marked as unknown. In terms of payment, online reading does not require payment, while the purchase method for the print book is not disclosed. If access or language is inconvenient, Coursera or edX courses in statistical modeling/People Analytics, or domestic open courses on statistics and R/Python data analysis, may be alternatives.
⚠ This review is compiled from public sources and does not constitute a purchase recommendation. Verify all facts on the vendor's official site. Verify on peopleanalytics-regression-book.org official site.
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