Experiments
Planning, Analysis, and Optimization
Reeks: Wiley Series in Probability and Statistics
C. F. Jeff Wu ; Michael S. Hamada
- Praise
- for
- the
- First
- Edition:"If
- you
- ...
- want
- an
- up-to-date,
- definitive
- reference
- written
- by
- authors
- who
- have
- contributed
- much
- to
- this
- field,
- then
- this
- book
- is
- an
- essential
- addition
- to
- your
- library."
—Journal
- of
- the
- American
- Statistical
- AssociationA
- COMPREHENSIVE
- REVIEW
- OF
- MODERN
- EXPERIMENTAL
- DESIGNExperiments:
- Planning,
- Analysis,
- and
- Optimization,
- Third
- Edition
- provides
- a
- complete
- discussion
- of
- modern
- experimental
- design
- for
- product
- and
- process
- improvement—the
- design
- and
- analysis
- of
- experiments
- and
- their
- applications
- for
- system
- optimization,
- robustness,
- and
- treatment
- comparison.
- While
- maintaining
- the
- same
- easy-to-follow
- style
- as
- the
- previous
- editions,
- this
- book
- continues
- to
- present
- an
- integrated
- system
- of
- experimental
- design
- and
- analysis
- that
- can
- be
- applied
- across
- various
- fields
- of
- research
- including
- engineering,
- medicine,
- and
- the
- physical
- sciences.
- New
- chapters
- provide
- modern
- updates
- on
- practical
- optimal
- design
- and
- computer
- experiments,
- an
- explanation
- of
- computer
- simulations
- as
- an
- alternative
- to
- physical
- experiments.
- Each
- chapter
- begins
- with
- a
- real-world
- example
- of
- an
- experiment
- followed
- by
- the
- methods
- required
- to
- design
- that
- type
- of
- experiment.
- The
- chapters
- conclude
- with
- an
- application
- of
- the
- methods
- to
- the
- experiment,
- bridging
- the
- gap
- between
- theory
- and
- practice.The
- authors
- modernize
- accepted
- methodologies
- while
- refining
- many
- cutting-edge
- topics
- including
- robust
- parameter
- design,
- analysis
- of
- non-normal
- data,
- analysis
- of
- experiments
- with
- complex
- aliasing,
- multilevel
- designs,
- minimum
- aberration
- designs,
- and
- orthogonal
- arrays.The
- third
- edition
- includes:This
- book
- includes
- valuable
- exercises
- and
- problems,
- allowing
- the
- reader
- to
- gauge
- their
- progress
- and
- retention
- of
- the
- book's
- subject
- matter
- as
- they
- complete
- each
- chapter.Drawing
- on
- examples
- from
- their
- combined
- years
- of
- working
- with
- industrial
- clients,
- the
- authors
- present
- many
- cutting-edge
- topics
- in
- a
- single,
- easily
- accessible
- source.
- Extensive
- case
- studies,
- including
- goals,
- data,
- and
- experimental
- designs,
- are
- also
- included,
- and
- the
- book's
- data
- sets
- can
- be
- found
- on
- a
- related
- FTP
- site,
- along
- with
- additional
- supplemental
- material.
- Chapter
- summaries
- provide
- a
- succinct
- outline
- of
- discussed
- methods,
- and
- extensive
- appendices
- direct
- readers
- to
- resources
- for
- further
- study.Experiments:
- Planning,
- Analysis,
- and
- Optimization,
- Third
- Edition
- is
- an
- excellent
- book
- for
- design
- of
- experiments
- courses
- at
- the
- upper-undergraduate
- and
- graduate
- levels.
- It
- is
- also
- a
- valuable
- resource
- for
- practicing
- engineers
- and statisticians.
pro-mbooks3 : libris
