Applied quantitative analysis in education and the social sciences /

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To say that complex data analyses are ubiquitous in the education and social sciences might be an understatement. Funding agencies and peer-review journals alike require that researchers use the most appropriate models and methods for explaining phenomena. Univariate and multivariate data structures...

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Bibliographic Details
Call Number:Libro Electrónico
Other Authors: Petscher, Yaacov M., Schatschneider, Christopher, Compton, Donald L., 1960-
Format: Electronic eBook
Language:Inglés
Published: New York : Routledge/Taylor & Francis Group, 2013.
Subjects:
Regression analysis.
Mathematical statistics.
Regression Analysis
Analyse de régression.
MATHEMATICS > Probability & Statistics > Regression Analysis.
Mathematical statistics
Regression analysis
Online Access:Texto completo
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.

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