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LEADER 03995cam a2200589Ka 4500

001 ocn729246987;

003 OCoLC;

005 20141212071000.0;

006 m d ;

007 cr cnu---unuuu;

008 110606s2003 enka ob 001 0 eng d;

020 z| 0195152964;

020 z| 9780195152968;

020 a| 9780199760725 (electronic bk.);

020 a| 0199760721 (electronic bk.);

035 a| (Sirsi) o729246987;

035 a| (OCoLC)729246987;

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049 a| EREE;

050 4 a| H62b| .S47755 2003eb;

072 7 a| SCIx| 0430002| bisacsh;

082 04 a| 001.4/22| 22;

100 1 a| Singer, Judith D.=| ^A13129;

245 10 a| Applied longitudinal data analysis :b| modeling change and event occurrence /c| by Judith B. Singer and John B. Willett.;

300 a| 1 online resource (xx, 644 pages) :b| illustrations;

336 a| text2| rdacontent;

337 a| computer2| rdamedia;

338 a| online resource2| rdacarrier;

504 a| Includes bibliographical references and index.;

505 00 t| A Framework for Investigating Change over Time --t| When Might You Study Change over Time? --t| Distinguishing Between Two Types of Questions about Change --t| Three Important Features of a Study of Change --t| Exploring Longitudinal Data on Change --t| Creating a Longitudinal Data Set --t| Descriptive Analysis of Individual Change over Time --t| Exploring Differences in Change across People --t| Improving the Precision and Reliability of OLS-Estimated Rates of Change: Lessons for Research Design --t| Introducing the Multilevel Model for Change --t| What Is the Purpose of the Multilevel Model for Change? --t| The Level-1 Submodel for Individual Change --t| The Level-2 Submodel for Systematic Interindividual Differences in Change --t| Fitting the Multilevel Model for Change to Data --t| Examining Estimated Fixed Effects --t| Examining Estimated Variance Components --t| Doing Data Analysis with the Multilevel Model for Change --t| Example: Changes in Adolescent Alcohol Use --t| The Composite Specification of the Multilevel Model for Change --t| Methods of Estimation, Revisited --t| First Steps: Fitting Two Unconditional Multilevel Models for Change --t| Practical Data Analytic Strategies for Model Building --t| Comparing Models Using Deviance Statistics --t| Using Wald Statistics to Test Composite Hypotheses About Fixed Effects --t| Evaluating the Tenability of a Model's Assumptions --t| Model-Based (Empirical Bayes) Estimates of the Individual Growth Parameters --t| Treating TIME More Flexibly --t| Variably Spaced Measurement Occasions --t| Varying Numbers of Measurement Occasions.;

588 a| Description based on print version record.;

650 0 a| Longitudinal method.=| ^A3660;

650 0 a| Social sciencesx| Research.=| ^A1935;

650 07 a| Statistik.2| swd;

650 17 a| Longitudinaal onderzoek.2| gtt;

650 17 a| Data-analyse.2| gtt;

650 17 a| Toepassingen.2| gtt;

650 7 a| SCIENCE / Research & Methodology.2| bisacsh;

655 4 a| Electronic books.;

700 1 a| Willett, John B.=| ^A257766;

856 40 3| EBSCOhostu| http://search.ebscohost.com/login.aspx?direct=true&scope=site&db=nlebk&AN=368851&custid=s5822723&authtype=ip,shib;

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Applied longitudinal data analysis : modeling change and event occurrence / by Judith B. Singer and John B. Willett.

Author/creator	Singer, Judith D.
Other author	Willett, John B.
Format	Electronic
Publication Info	Oxford ; New York : Oxford University Press, ©2003.
Description	1 online resource (xx, 644 pages) : illustrations
Supplemental Content	EBSCOhost
Subjects	Longitudinal method. Social sciences--Research.

Contents	A Framework for Investigating Change over Time -- When Might You Study Change over Time? -- Distinguishing Between Two Types of Questions about Change -- Three Important Features of a Study of Change -- Exploring Longitudinal Data on Change -- Creating a Longitudinal Data Set -- Descriptive Analysis of Individual Change over Time -- Exploring Differences in Change across People -- Improving the Precision and Reliability of OLS-Estimated Rates of Change: Lessons for Research Design -- Introducing the Multilevel Model for Change -- What Is the Purpose of the Multilevel Model for Change? -- The Level-1 Submodel for Individual Change -- The Level-2 Submodel for Systematic Interindividual Differences in Change -- Fitting the Multilevel Model for Change to Data -- Examining Estimated Fixed Effects -- Examining Estimated Variance Components -- Doing Data Analysis with the Multilevel Model for Change -- Example: Changes in Adolescent Alcohol Use -- The Composite Specification of the Multilevel Model for Change -- Methods of Estimation, Revisited -- First Steps: Fitting Two Unconditional Multilevel Models for Change -- Practical Data Analytic Strategies for Model Building -- Comparing Models Using Deviance Statistics -- Using Wald Statistics to Test Composite Hypotheses About Fixed Effects -- Evaluating the Tenability of a Model's Assumptions -- Model-Based (Empirical Bayes) Estimates of the Individual Growth Parameters -- Treating TIME More Flexibly -- Variably Spaced Measurement Occasions -- Varying Numbers of Measurement Occasions.
Bibliography note	Includes bibliographical references and index.
Source of description	Description based on print version record.
Issued in other form	Print version: Singer, Judith D. Applied longitudinal data analysis. Oxford ; New York : Oxford University Press, c2003 0195152964
Genre/form	Electronic books.
ISBN	9780199760725 (electronic bk.)
ISBN	0199760721 (electronic bk.)

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Applied longitudinal data analysis : modeling change and event occurrence / by Judith B. Singer and John B. Willett.

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