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E-raamat: Modern Methods for Business Research [Taylor & Francis e-raamat]

Edited by (University of Califonia, Riverside, USA)
  • Taylor & Francis e-raamat
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This volume introduces the latest popular methods for conducting business research. The goal of each chapter author--a leading authority in a particular subject area--is to provide an understanding of each method with a minimum of mathematical derivations. The chapters are organized within three general interrelated topics--Measurement, Decision Analysis, and Modeling.

The chapters on measurement discuss generalizability theory, latent trait and latent class models, and multi-faceted Rasch modeling. The chapters on decision analysis feature applied location theory models, data envelopment analysis, and heuristic search procedures. The chapters on modeling examine exploratory and confirmatory factor analysis, dynamic factor analysis, partial least squares and structural equation modeling, multilevel data analysis, modeling of longitudinal data by latent growth curve methods and structures, and configural models of longitudinal categorical data.
Preface vii 1 Applied Generalizability Theory Models 1(22) George A. Marcoulides 2 Latent Trait and Latent Class Models 23(24) Karen M. Schmidt McCollam 3 Measurement Designs Using Multifacet Rasch Modeling 47(32) Mary E. Lunz John M. Linacre 4 Applied Location Theory Models 79(42) Zvi Drezner Tammy Drezner 5 Data Envelopment Analysis: An Introduction and an Application to Bank Branch Performance Assessment 121(26) Andreas C. Soteriou Stavros A. Zenios 6 Heuristic Search Methods 147(30) Said Salhi 7 Factor Analysis: Exploratory and Confirmatory Approaches 177(40) Ronald H. Heck 8 Dynamic Factor Analysis 217(34) Scott L. Hershberger 9 Structural Equation Modeling 251(44) Edward E. Rigdon 10 The Partial Least Squares Approach for Structural Equation Modeling 295(42) Wynne W. Chin 11 Methods for Multilevel Data Analysis 337(22) David Kaplan 12 Modeling Longitudinal Data by Latent Growth Curve Methods 359(48) John J. McArdle 13 Structural and Configural Models for Longitudinal Categorical Data 407(18) Phillip K. Wood Author Index 425(6) Subject Index 431(4) About the Authors 435
George A. Marcoulides