Design And Analysis Of Experiments Chapter 8 Solutions (2K 2024)

AC: (+1,-1,+1,-1,-1,+1,-1,+1) = 25-22+20-30-24+28-32+35 = (25-22=3; 3+20=23; 23-30=-7; -7-24=-31; -31+28=-3; -3-32=-35; -35+35=0) ✅

Effect B: Contrast = (-y_(1) - y_a + y_b + y_ab - y_c - y_ac + y_bc + y_abc) = (-25 -22 +20 +30 -24 -28 +32 +35) = (-47 +50=3 -24=-21 -28=-49 +32=-17 +35=18) → Wait, recalc carefully:

Better to compute systematically:

So ABC contrast = 14. This is the difference between Block 1 and Block 2? Let’s check block totals: design and analysis of experiments chapter 8 solutions

Block 1: (1)=25, ab=30, ac=28, bc=32 Block 2: a=22, b=20, c=24, abc=35

ABC: confounded with block — contrast is the block difference. ABC contrast = (+1,-1,-1,+1,-1,+1,+1,-1)?? Wait, sign pattern for ABC = A B C = (1): +++ → +1; a: +-- → -1; b: -+- → -1; ab: --+ → +1; c: -++ → -1; ac: +-+ → +1; bc: ++- → +1; abc: --- → -1. So ABC: +1, -1, -1, +1, -1, +1, +1, -1.

: Main effects A, B, C positive; interactions AB, BC positive; AC negligible. Block effect significant but aliased with ABC. Example 3: (2^4) Design in 4 Blocks (Confounding ABC and ABD) Problem : Construct a (2^4) design (A, B, C, D) in 4 blocks of 4 runs each, confounding ABC and ABD. Find all confounded effects. ABC contrast = (+1,-1,-1,+1,-1,+1,+1,-1)

:

AB: (+1,-1,-1,+1,+1,-1,-1,+1) = +25-22-20+30+24-28-32+35 = (25-22=3; 3-20=-17; -17+30=13; 13+24=37; 37-28=9; 9-32=-23; -23+35=12) ✅

: A (2^3) design with 2 replicates, each in 2 blocks. In replicate I, confound ABC; in replicate II, confound AB. Estimate all effects. : Main effects A, B, C positive; interactions

: Estimate main effects and interactions, accounting for blocking.

B: -25-22+20+30-24-28+32+35 = (-47+20=-27; -27+30=3; 3-24=-21; -21-28=-49; -49+32=-17; -17+35=18) ✅