Statistical analysis of human growth and development
Human 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 researc...
| Otros Autores: | |
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| Formato: | Libro electrónico |
| Idioma: | Inglés |
| Publicado: |
Boca Raton :
Taylor & Francis
[2014]
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| Colección: | Chapman & Hall/CRC biostatistics series (Unnumbered)
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| Materias: | |
| Ver en Biblioteca Universitat Ramon Llull: | https://discovery.url.edu/permalink/34CSUC_URL/1im36ta/alma991009798414906719 |
Tabla de Contenidos:
- Front 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
- Chapter 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
- Back Cover
