Research Methods for Information Systems / / Ronald S. King.

Assuming no previous knowledge, this book provides comprehensive coverage for a first course in research & statistical methods in computing, or it can be used as "on the job" self-training for professionals. It shows how to apply these methods to the current problems faced in a variety...

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Bibliographic Details
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Place / Publishing House:Dulles, VA : : Mercury Learning and Information, , [2012]
©2012
Year of Publication:2012
Language:English
Online Access:
Physical Description:1 online resource (800 p.)
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Description
Other title:Frontmatter --
Contents --
Preface --
Unit 1 Descriptive Statistics --
Unit 2 Elementary Probability --
Unit 3 Introduction To Estimation --
Unit 4 Hypothesis Testing --
Unit 5 Applications Of Chi-Square Statistics --
Unit 6 Regression And Correlation Analysis --
Unit 7 Experimental Designs --
Unit 8 Nonparametric Tests and Commonly Used Distributions --
Unit 9 Research Methods --
Unit 10 Simulation and Research Issues --
Appendix A Statistical Tables --
Appendix B Data Files --
Appendix C Articles --
Appendix D Solutions to Selected Exercises (On Companion DVD) --
Index
Summary:Assuming no previous knowledge, this book provides comprehensive coverage for a first course in research & statistical methods in computing, or it can be used as "on the job" self-training for professionals. It shows how to apply these methods to the current problems faced in a variety of fields, but with special emphasis on computer science and information systems. A research model applicable to applied research is proposed and discussed throughout the text. This model accommodates scientific methods of research, including empirical, quantitative, qualitative, case study, and mixed methods. Using a non-threatening approach to the subject, the text avoids excessive mathematics and abstract theory. It includes numerous exercises and examples that help students understand the relevance of research methodology applications, a DVD with statistical tables, data files, etc. Numerous instructors’ resources are available upon adoption. This book has the following selected topics: Introduction to statistics; descriptive statistics; data mining; probability; estimation; hypothesis testing; chi-square tests; linear regression; variance; random-number generation; guide to research; model construction; statistical software; axiomatic research; simulation and clustering methods; simulations; statistical tables.
Format:Mode of access: Internet via World Wide Web.
ISBN:9781938549588
DOI:10.1515/9781938549588
Access:restricted access
Hierarchical level:Monograph
Statement of Responsibility: Ronald S. King.