Quantitative data analysis : a companion for accounting and information systems research

This book offers postgraduate and early career researchers in accounting and information systems a guide to choosing, executing and reporting appropriate data analysis methods to answer their research questions. It provides readers with a basic understanding of the steps that each method involves, a...

Full description

Saved in:
Bibliographic Details
Main Authors Mertens, Willem (Author), Pugliese, Amedeo (Author), Recker, Jan (Author)
Format Electronic eBook
LanguageEnglish
Published Cham : Springer International Publishing : Imprint : Springer, 2017.
Subjects
Business.
Corporate governance.
Management information systems.
Computers.
Statistics.
Social sciences.
elektronické knihy
electronic books
Online AccessFull text
ISBN9783319427003
9783319426990
Physical Description1 online resource (x, 164 pages 29 illustrations, 20 illustrations in color.) : online resource

Cover

Table of Contents:
  • Introduction
  • Comparing differences across groups
  • Assessing (innocuous) relationships
  • Models with latent concepts and multiple relationships: structural equation modeling
  • Nested data and multilevel models: hierarchical linear models
  • Analyzing longitudinal and panel data
  • Causality: Endogeneity biases and possible remedies
  • How to start analyzing, test assumptions, and deal with that pesky p-value
  • Keeping track and staying sane.

Similar Items