عنوان

Applied quantitative analysis in education and the social sciences /

0203108558

0415893488

0415893496

1136266283

1136266321

113626633X

129927868X

9780203108550

9780415893480

9780415893497

9781136266287

9781136266324

9781136266331

9781299278684

Applied quantitative analysis in education and the social sciences /

[Book]

edited by Yaacov Petscher, Christopher Schatschneider, Donald L. Compton.

New York :

Routledge/Taylor & Francis Group,

2013.

1 online resource (viii, 376 pages) :

illustrations

Includes bibliographical references and index.

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.

0

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 often require the application of more rigorous methods than basic correlational or analysis of variance models. Additionally, though a vast set of resources may exist on how to run analysis, difficulties may be encountered when explicit direction is not provided as to how one should run a model.

Applied Quantitative Analysis in the Social Sciences.

9780415893480

Mathematical statistics.

Regression analysis.

Mathematical statistics.

MATHEMATICS-- Probability & Statistics-- Regression Analysis.

Regression analysis.

MAT-- 029030

Compton, Donald L.,1960-

Petscher, Yaacov M.

Schatschneider, Christopher.

Petscher, Yaacov M.

20200822093657.0

pn

[Book]

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