Software Engineering & Systems Development
ISBN: 978-1-4398-1661-5
9 781439 816615
90000
K10853
www.auerbach-publications.com
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Although there are countless books on statistics, few are dedicated to the
application of statistical methods to software engineering.
Simple Statistical
Methods for Software Engineering: Data and Patterns
fills that void. Instead of
delving into overly complex statistics, the book details simpler solutions that are
just as effective and connect with the intuition of problem solvers.
Sharing valuable insights into software engineering problems and solutions, the
book not only explains the required statistical methods, but also provides many
examples, review questions, and case studies that provide the understanding
required to apply those methods to real-world problems.
After reading this book, practitioners will possess the confidence and understanding
to solve day-to-day problems in quality, measurement, performance, and
benchmarking. By following the examples and case studies, students will be better
prepared able to achieve seamless transition from academic study to industry
practices.
• Includes boxed stories, case studies, and illustrations that demonstrate the
nuances behind proper application
• Supplies historical anecdotes and traces statistical methods to inventors
and gurus
• Applies basic statistical laws in their simplest forms to resolve engineering
problems
• Provides simple techniques for addressing the issues software engineers face
The book starts off by reviewing the essential facts about data. Next, it supplies
a detailed review and summary of metrics, including development, maintenance,
test, and agile metrics. The third section covers the fundamental laws of probability
and statistics and the final section presents special data patterns in the form of
tailed mathematical distributions.
In addition to selecting simpler and more flexible tools, the authors have also
simplified several standard techniques to provide you with the set of intellectual
tools all software engineers and managers require.
SIMPLE
STATISTICAL
METHODS FOR
SOFTWARE
ENGINEERING
DATA AND PAT TERNS
C. Ravindranath Pandian
Murali Kumar S K
SIMPLE STATISTICAL METHODS
FOR SOFTWARE ENGINEERING
Pandian
Kumar S K
K10853 cvr mech.indd 1 4/30/15 2:11 PM
SIMPLE
STATISTICAL
METHODS
FOR
SOFTWARE
ENGINEERING
DATA AND PATTERNS
Projects and Complexity
Francesco Varanini
ISBN: 978-1-4665-0279-6
Project Management Concepts,
Methods, and Techniques
Clause H. Maley
ISBN: 978-1-4665-0288-8
The New Triple Constraints for
Sustainable Projects, Programs, and
Portfolios
Gregory T. Haugan
ISBN: 978-1-4665-0518-6
Program Management: A Life Cycle
Approach
Ginger Levin
ISBN: 978-1-4665-1687-8
The Complete Project Management
Ofce Handbook, Third Edition
Gerard M. Hill,
ISBN: 978-1-4665-6631-6
Successful Program Management:
Complexity Theory, Communication,
and Leadership
Wanda Curlee
ISBN: 978-1-4665-6879-2
Construction Program Management
Joseph Delaney
ISBN: 978-1-4665-7504-2
Sustainable Program Management
Gregory T. Haugan
ISBN: 978-1-4665-7516-5
Leading Virtual Project Teams:
Adapting Leadership Theories and
Communications Techniques to
21st Century Organizations
Margaret R. Lee
ISBN: 978-1-4665-7688-9
Creative Efcient and Effective
Project Management
Ralph L. Kliem
ISBN: 978-1-4665-7692-6
Program Management Leadership:
Creating Successful Team Dynamics
Mark C. Bojeun
ISBN: 978-1-4665-7709-1
Applying Guiding Principles of
Effective Program Delivery
Kerry R. Wills
ISBN: 978-1-4665-8789-2
From Projects to Programs:
A Project Manager’s Journey
Sami Penkar
ISBN: 978-1-4665-9181-3
Implementing Program Management:
Templates and Forms Aligned
with the Standard for Program
Management, Third Edition
Ginger Levin
ISBN: 978-1-4665-9771-6
PMP
®
Exam Challenge! Sixth Edition
J. LeRoy Ward and Ginger Levin
ISBN: 978-1-4665-9982-6
PgMP
®
Exam Practice Test and
Study GuideFourth Edition
Ginger Levin and J. LeRoy Ward
ISBN: 978-1-4822-0135-2
PgMP
®
Exam Challenge!
Ginger Levin and J. LeRoy Ward
ISBN: 978-1-4822-0208-3
PMP
®
Exam Practice Test and Study
Guide, Ninth Edition
Ginger Levin and J. LeRoy Ward
ISBN: 978-1-4822-0224-3
Empowering Project Teams:
Using Project Followership to
Improve Performance
Marco Sampietro
ISBN: 978-1-4822-1755-1
PfMP
®
Exam Practice Tests
and Study Guide
Ginger Levin and J. LeRoy Ward
ISBN: 978-1-4822-5100-5
OTHER TITLES FROM AUERBACH PUBLICATIONS AND CRC PRESS
SIMPLE
STATISTICAL
METHODS
FOR
SOFTWARE
ENGINEERING
DATA AND PATTERNS
C. Ravindranath Pandian
Murali Kumar S K
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