This book introduces researchers and students to the concepts and generalized linear models for analyzing quantitative random variables that have one or more bounds. Examples of bounded variables include the percentage of a population eligible to vote (bounded from 0 to 100), or reaction time in milliseconds (bounded below by 0). The human sciences deal in many variables that are bounded. Ignoring bounds can result in misestimation and improper statistical inference. Michael Smithson and Yiyun Shou's book brings together material on the analysis of limited and bounded variables that is scattered across the literature in several disciplines, and presents it in a style that is both more accessible and up-to-date. The authors provide worked examples in each chapter using real datasets from a variety of disciplines. The software used for the examples include R, SAS, and Stata. The data, software code, and detailed explanations of the example models are available on an accompanying website.
This book introduces researchers and students to the concepts and generalized linear models for analyzing quantitative random variables that have one or more bounds. Examples of bounded variables include the percentage of a population eligible to vote (bounded from 0 to 100), or reaction time in milliseconds (bounded below by 0). The human sciences deal in many variables that are bounded. Ignoring bounds can result in misestimation and improper statistical inference. Michael Smithson and Yiyun Shou′s book brings together material on the analysis of limited and bounded variables that is scattered across the literature in several disciplines, and presents it in a style that is both more accessible and up-to-date. The authors provide worked examples in each chapter using real datasets from a variety of disciplines. The software used for the examples include R, SAS, and Stata. The data, software code, and detailed explanations of the example models are available on an accompanying website.
In luminous prose, award-winning author Yiyun Li weaves together the lives of unforgettable characters who are forced to make moral choices, and choices for survival, in China in the late 1970s. Shortlisted for the 2011 International IMPAC Dublin Literary Award Morning dawns on the provincial city of Muddy River. A young woman, Gu Shan, a bold spirit and a follower of Chairman Mao, has renounced her faith in Communism. Now a political prisoner, she is to be executed for her dissent. Her distraught mother, determined to follow the custom of burning her only child’s clothing to ease her journey into the next world, is about to make another bold decision. Shan’s father, Teacher Gu, who has already, in his heart and mind, buried his rebellious daughter, begins to retreat into memories. Neither of them imagines that their daughter’s death will have profound and far-reaching effects, in Muddy River and beyond. In luminous prose, Yiyun Li weaves together the lives of these and other unforgettable characters, including a serious seven-year-old boy, Tong; a crippled girl named Nini; the sinister idler Bashi; and Kai, a beautiful radio news announcer who is married to a man from a powerful family. Life in a world of oppression and pain is portrayed through stories of resilience, sacrifice, perversion, courage, and belief. We read of delicate moments and acts of violence by mothers, sons, husbands, neighbors, wives, lovers, and more, as Gu Shan’s execution spurs a brutal government reaction. Writing with profound emotion, and in the superb tradition of fiction by such writers as Orhan Pamuk and J. M. Coetzee, Yiyun Li gives us a stunning novel that is at once a picture of life in a special part of the world during a historic period, a universal portrait of human frailty and courage, and a mesmerizing work of art. Praise for The Vagrants “She bridges our world to the Chinese world with a mind that is incredibly supple and subtle.”—W Magazine “A Balzacian look at one community’s suppressed loves and betrayals.”—Vogue “A sweeping novel of struggle, survival, and love in the time of oppression. . . . [an] illuminating, morally complex, and symphonic novel.”—O Magazine
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