Contents

STATISTICS

DECISION

TREE
  3.

EXPERIMENTAL

DESIGN: COUNTER-EXAMPLE

  RESPONSE(OUTPUT VARIABLE): YIELD

  highlight c1, c2, and c3

FULLFACTORIAL

EXPERIMENTAL

DESIGN
  1.
  1independentvariable(X
  compareY for X
  2.
  2independentvariables
  (X
  (+1)High
  X
  #of factorsor variables
  -
  comparethemean Y for
  X

3 I
  +1
  X

  -1
  X

  +1

3 I
  +1
  X

  -1
  X

  +1

4 I

FULLFACTORIAL
  X

  X


FULLFACTORIAL

REACTOREXAMPLE

STATISTICSDECISIONTREE

RSM PROCEDURE- SHORT

EXPLANATION

CENTRALCOMPOSITEDESIGNS

CENTRALCOMPOSITEDESIGNS

G

CENTRALCOMPOSITEDESIGNS

N

=

9

  RUN

  X

  X

15

N

=

N

=

25

N

=

27

BOX-BEHNKEN

DESIGNS

N

=

9

  CELL

  X


  X


N

=

15

N

=

27

N

=

46

N

=

54

N

=

54

N

=

62

N

=

62

N

=

130

N

=

130

QUADRATIC

MODEL

SMALLCOMPOSITEDESIGNS

P

  MTB > regress c10 5 c1 c2 c11 c22 c12

THEVARIANCEFUNCTION

THEVARIANCE

FUNCTION

  (C

N

=

9
  RUN
  EMITTER RS

EXPERIMENT

FOR

Nch THRESHOLD.
  X