Applied quantitative analysis in education and the social sciences / edited by Yaacov Petscher, Christopher Schatschneider, Donald L. Compton,
. – London : Routledge , 2018
viii, 376 pages : illustrations ; 26 cm.
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.
ISBN9780815349594 : 1595.00
1. Regression analysis. 1. Mathematical statistics.
I. Petscher, Yaacov M. I. Schatschneider, Christopher. I. Compton, Donald L., 1960- I. Petscher, Yaacov M.