Applied quantitative analysis in education and the social sciences [E-Book] / edited by Yaacov Petscher, Christopher Schatschneider, Donald L. Compton.
Compton, Donald L.
Petscher, Yaacov M. / Schatschneider, Christopher. / Petscher, Yaacov M.
New York : Routledge, 2013
x, 376 pages, illustrations cm.
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Table of Contents:
  • Extending conditional means modeling: an introduction to quantile regression / Yaacov Petscher, Jessica A.R. Logan, and Chengfu Zhou
  • Using dominance analysis to estimate predictor importance in multiple regression / Razia Azen
  • I am ROC curves (and so can you)! / Christopher Schatschneider
  • Multilevel modeling: practical examples to illustrate a special case of SEM / Lee Branum-Martin
  • Linear and quadratic growth models for continuous and dichotomous outcomes / Ann A. O'Connell, Jessica A. R. Logan, Jill Pentimonti, and D. Betsy McCoach
  • Exploratory and confirmatory factor analysis / Rex Kline
  • Factor analysis with categorical indicators: demonstration of item response theory / R.J. de Ayala
  • Introduction to structural equation modeling / Richard Lomax
  • Latent growth curve modeling using structural equation modeling / Ryan Bowles and Janelle J. Montroy
  • Latent class/profile analysis / Karen Samuelsen and Katherine Raczynski
  • n-level structural equation modeling / Paras Mehta.