02443cam a22003618i 4500 22747429 OSt 20260505125623.0 220812s2023 enk b 001 0 eng 2022035701 9781032257839 (hbk.) 22747429 DLC eng rda DLC pcc 519.536 23 ARK.J Arkes, Jeremy. author 37785 Regression analysis : a practical introduction / Jeremy Arkes. 2nd. Milton Park, Abingdon, Oxon ; New York, NY : Routledge, 2023. 2301 xx, 392 p. ; 25 cm. text txt rdacontent unmediated n rdamedia volume nc rdacarrier 42.99 Pound "First edition published 2019"--Title page verso. Includes bibliographical references and index. "This thoroughly practical and engaging textbook is designed to equip students with the skills needed to undertake sound regression analysis without requiring high-level math. Regression Analysis covers the concepts needed to design optimal regression models and to properly interpret regressions. It details the most common pitfalls, including three sources of bias not covered in other textbooks. Rather than focusing on equations and proofs, the book develops an understanding of these biases visually and with examples of situations in which such biases could arise. In addition, it describes how 'holding other factors constant' actually works. This second edition features a new chapter on integrity and ethics, and has been updated throughout to include more international examples. Each chapter offers examples, exercises and clear summaries, all of which are designed to support student learning to help towards producing responsible research. This is the textbook the author wishes he had learned from, as it would have helped him avoid many research mistakes he made in his career. It is ideal for anyone learning quantitative methods in the social sciences, business, medicine, and data analytics. It will also appeal to researchers and academics looking to better understand regressions"-- Provided by publisher. Regression analysis. 7 cbc orignew 1 ecip 20 y-gencatlg ddc 1 23 0 612854 612854 0 0 ddc 0 0 2 2 2025-12-15 Channel Publications, 25360 / 13-11-2025 522712 0 519.536 ARK.J 522712 2025-12-15 42.99 2025-12-15 1 42.99 Pound