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010 a| 2019028200;

020 a| 9781544334530q| (paperback);

020 z| 9781544334516q| (epub);

020 z| 9781544334523q| (epub);

020 z| 9781544334547q| (adobe pdf);

035 a| (WaSeSS)ssj0002409638;

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049 a| EREEa| NEHH;

050 00 a| QA279b| .S644 2020;

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100 1 a| Smithson, Michael.?| UNAUTHORIZED;

245 10 a| Generalized linear models for bounded and limited quantitative variablesh| [electronic resource] /c| Michael Smithson, Yiyun Shou.;

260 a| Los Angeles:b| SAGE,c| [2020];

300 a| xiii, 117 pages :b| illustrations ;c| 22 cm.;

504 a| Includes bibliographical references.;

505 0 a| Models for singly-bounded variables -- Models for doubly-bounded variables -- Quantile models for bounded variables -- Censored and truncated variables -- Extensions and conclusions.;

506 a| Available only to authorized users.;

520 a| "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 at www.sagepub.com/smithsonshou"--c| Provided by publisher.;

538 a| Mode of access: World Wide Web;

650 0 a| Linear models (Statistics)=| ^A146794;

650 0 a| Random variables.=| ^A23247;

650 0 a| Functions of bounded variation.=| ^A187114;

650 0 a| Quantitative research.=| ^A1012268;

655 0 a| Electronic books.=| ^A491897;

700 1 a| Shou, Yiyun.?| UNAUTHORIZED;

856 40 z| Full text available from SAGE Research Methods Coreu| https://go.openathens.net/redirector/ecu.edu?url=https%3A%2F%2Fmethods.sagepub.com%2Fbook%2Fmono%2Fgeneralized-linear-models-bounded-and-limited-quantitative-variables%2Ftoc;

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Generalized linear models for bounded and limited quantitative variables / Michael Smithson, Yiyun Shou.

Author/creator	Smithson, Michael
Other author	Shou, Yiyun.
Format	Electronic
Publication Info	Los Angeles: SAGE, [2020]
Description	xiii, 117 pages : illustrations ; 22 cm.
Supplemental Content	Full text available from SAGE Research Methods Core
Subjects	Linear models (Statistics) Random variables. Functions of bounded variation. Quantitative research.

Contents	Models for singly-bounded variables -- Models for doubly-bounded variables -- Quantile models for bounded variables -- Censored and truncated variables -- Extensions and conclusions.
Abstract	"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 at www.sagepub.com/smithsonshou"-- Provided by publisher.
Bibliography note	Includes bibliographical references.
Access restriction	Available only to authorized users.
Technical details	Mode of access: World Wide Web
Genre/form	Electronic books.
LCCN	2019028200
ISBN	9781544334530 (paperback)
ISBN	(epub)
ISBN	(epub)
ISBN	(adobe pdf)

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Generalized linear models for bounded and limited quantitative variables / Michael Smithson, Yiyun Shou.

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