LEADER 03968oam 2200589I 450 001 9910787329003321 005 20230803194804.0 010 $a0-429-10608-4 010 $a1-4398-7154-X 024 7 $a10.1201/b15979 035 $a(CKB)2670000000394329 035 $a(EBL)1377020 035 $a(SSID)ssj0001039634 035 $a(PQKBManifestationID)11992690 035 $a(PQKBTitleCode)TC0001039634 035 $a(PQKBWorkID)10990194 035 $a(PQKB)10295205 035 $a(OCoLC)864700282 035 $a(MiAaPQ)EBC1377020 035 $a(OCoLC)862076136 035 $a(EXLCZ)992670000000394329 100 $a20180331h20142014 uy 0 101 0 $aeng 135 $aur|n|---||||| 181 $ctxt 182 $cc 183 $acr 200 10$aStatistical analysis of human growth and development /$fYin Bun Cheung, Duke-NUS Graduate Medical School 210 1$aBoca Raton :$cTaylor & Francis,$d[2014] 210 4$dİ2014 215 $a1 online resource (360 p.) 225 1 $aChapman & Hall/CRC biostatistics series 300 $a"A Chapman & Hall book." 311 $a1-4398-7156-6 320 $aIncludes bibliographical references. 327 $aFront Cover; Contents; Preface; Acknowledgments; Author; Chapter 1: Introduction; Chapter 2: Causal Reasoning and Study Designs; Chapter 3: Basic Statistical Concepts and Tools; Chapter 4: Quantifying Growth and Development: Use of Existing Tools; Chapter 5: Regression Analysis of Quantitative Outcomes; Chapter 6: Regression Analysis of Binary Outcomes; Chapter 7: Regression Analysis of Censored Outcomes; Chapter 8: Analysis of Repeated Measurements and Clustered Data; Chapter 9: Quantifying Growth: Development of New Tools; Chapter 10: Quantifying Development: Development of New Tools 327 $aChapter 11: Defining Growth and Development: Longitudinal MeasurementsChapter 12: Validity and Reliability; Chapter 13: Missing Values and Imputation; Chapter 14: Multiple Comparisons; Chapter 15: Regression Analysis Strategy; References; Appendix A: Stata Codes to Generate Simulated Clinical Trial (SCT) Dataset; Appendix B:Stata Codes to Generate Simulated Longitudinal Study (SLS) Dataset; Appendix C:Stata Program for Detrended Q-Q Plot; Appendix D:Stata Program for Weighted Maximum Likelihood Estimation for Binary Items; Appendix D1:Subroutine 1 for WMLE; Appendix D2:Subroutine 2 for WMLE 327 $aBack Cover 330 $aHuman growth refers to changes in anthropometric measurements, such as fetal size parameters, height, weight, and body mass index. Development refers to changes in cognitive, social-emotional, locomotor, and other abilities. This book illustrates how statistical methods can be used to answer research questions in human growth and development. In addition to describing methods, it looks at how well a method addresses a specific research question and how to interpret and present the analytic results. Although the examples are drawn from human growth and development, the concepts and methods are applicable to studies of many other physical and psychological phenomena, such as lung function and depressive symptoms. Requiring introductory statistics knowledge, the book is intended for clinical researchers, epidemiologists, social scientists, statisticians, related researchers, and post-graduate students investigating human growth and development--Provided by publisher. 410 0$aChapman & Hall/CRC biostatistics series (Unnumbered) 606 $aHuman growth$xStatistical methods 606 $aDevelopmental psychology$xStatistical methods 615 0$aHuman growth$xStatistical methods. 615 0$aDevelopmental psychology$xStatistical methods. 676 $a612.6 700 $aCheung$b Yin Bun$0895631 801 0$bFlBoTFG 801 1$bFlBoTFG 906 $aBOOK 912 $a9910787329003321 996 $aStatistical analysis of human growth and development$93868728 997 $aUNINA