Cutting-edge statistical methods for a life-course approach

Kristen L. Bub, Larissa K. Ferretti

Research output: Contribution to journalArticle

Abstract

Advances in research methods, data collection and record keeping, and statistical software have substantially increased our ability to conduct rigorous research across the lifespan. In this article, we review a set of cutting-edge statistical methods that life-course researchers can use to rigorously address their research questions. For each technique, we describe the method, highlight the benefits and unique attributes of the strategy, offer a step-by-step guide on how to conduct the analysis, and illustrate the technique using data from the National Institute of Child Health and Human Development Study of Early Child Care and Youth Development. In addition, we recommend a set of technical and empirical readings for each technique. Our goal was not to address a substantive question of interest but instead to provide life-course researchers with a useful reference guide to cutting-edge statistical methods.

Original languageEnglish (US)
Pages (from-to)46-56
Number of pages11
JournalAdvances in Nutrition
Volume5
Issue number1
DOIs
StatePublished - Jan 1 2014

ASJC Scopus subject areas

  • Food Science
  • Medicine (miscellaneous)
  • Nutrition and Dietetics

Fingerprint Dive into the research topics of 'Cutting-edge statistical methods for a life-course approach'. Together they form a unique fingerprint.

  • Cite this