Design of Experiment Report from MInitab Analysis

Experiment completed and Minitab analysis attached. write 2 pages detail report on the attached minitab design of experiment analysis. Design of Experiment Procedure The attached analysis consist of the following experiment: Two airplanes were created, one from a lightweight printer paper, and the other from a heavier construction paper. The weight were vary using 2 paperclips (one heavy and one light), along with varying the weight position from the front to the rear of the planes. 2 different people throw the planes. 3 replication and the combination factors. Experiment was performed randomized. Write a report on the attached minitab analysis, All areas of the report have sufficient detail such that the reader is able to make a sound, data informed decision based on the final report. show thorough knowledge of what each graphic is indicating, and how it can be used to draw conclusions about the data. All graphics are discussed in detail and their significance to the final analysis and recommendations is thoroughly detailed. There is a final recommendation made based on the data and analysis completed. The sources of error and experiment improvement sections give details accounts of where errors may have occurred, and give a detailed, fact based, opinion of what could be done in the future to reduce error and improve the effectiveness of the experiment. ————— 11/17/2015 5:53:33 PM ———————————————————— Welcome to Minitab, press F1 for help. Full Factorial Design Factors: 4 Base Design: 4, 16 Runs: 48 Replicates: 3 Blocks: 1 Center pts (total): 0 All terms are free from aliasing. ————— 11/17/2015 6:57:47 PM ———————————————————— Welcome to Minitab, press F1 for help. Retrieving project from file: ‘C:\Users\badlawd\AppData\Local\Microsoft\Windows\Temporary Internet Files\Content.Outlook\8X8NW2BR\Airplane DOE.MPJ’ Factorial Regression: Result (Dist) versus Pilot, Paper, Weight, Position Analysis of Variance Source DF Adj SS Adj MS F-Value P-Value Model 15 2179004 145267 11.51 0.000 Linear 4 1962368 490592 38.86 0.000 Pilot 1 68479 68479 5.42 0.026 Paper 1 1454989 1454989 115.24 0.000 Weight 1 11194 11194 0.89 0.353 Position 1 427708 427708 33.88 0.000 2-Way Interactions 6 202864 33811 2.68 0.032 Pilot*Paper 1 35698 35698 2.83 0.102 Pilot*Weight 1 1530 1530 0.12 0.730 Pilot*Position 1 6325 6325 0.50 0.484 Paper*Weight 1 12256 12256 0.97 0.332 Paper*Position 1 120501 120501 9.54 0.004 Weight*Position 1 26555 26555 2.10 0.157 3-Way Interactions 4 12127 3032 0.24 0.913 Pilot*Paper*Weight 1 35 35 0.00 0.958 Pilot*Paper*Position 1 1334 1334 0.11 0.747 Pilot*Weight*Position 1 9549 9549 0.76 0.391 Paper*Weight*Position 1 1210 1210 0.10 0.759 4-Way Interactions 1 1645 1645 0.13 0.720 Pilot*Paper*Weight*Position 1 1645 1645 0.13 0.720 Error 32 404013 12625 Total 47 2583017 Model Summary S R-sq R-sq(adj) R-sq(pred) 112.363 84.36% 77.03% 64.81% Coded Coefficients Term Effect Coef SE Coef T-Value P-Value VIF Constant 460.4 16.2 28.39 0.000 Pilot 75.5 37.8 16.2 2.33 0.026 1.00 Paper 348.2 174.1 16.2 10.74 0.000 1.00 Weight -30.5 -15.3 16.2 -0.94 0.353 1.00 Position -188.8 -94.4 16.2 -5.82 0.000 1.00 Pilot*Paper 54.5 27.3 16.2 1.68 0.102 1.00 Pilot*Weight 11.3 5.6 16.2 0.35 0.730 1.00 Pilot*Position -23.0 -11.5 16.2 -0.71 0.484 1.00 Paper*Weight 32.0 16.0 16.2 0.99 0.332 1.00 Paper*Position 100.2 50.1 16.2 3.09 0.004 1.00 Weight*Position -47.0 -23.5 16.2 -1.45 0.157 1.00 Pilot*Paper*Weight -1.7 -0.9 16.2 -0.05 0.958 1.00 Pilot*Paper*Position 10.5 5.3 16.2 0.32 0.747 1.00 Pilot*Weight*Position -28.2 -14.1 16.2 -0.87 0.391 1.00 Paper*Weight*Position -10.0 -5.0 16.2 -0.31 0.759 1.00 Pilot*Paper*Weight*Position -11.7 -5.9 16.2 -0.36 0.720 1.00 Regression Equation in Uncoded Units Result (Dist) = 460.4 + 37.8 Pilot + 174.1 Paper - 15.3 Weight - 94.4 Position + 27.3 Pilot*Paper + 5.6 Pilot*Weight - 11.5 Pilot*Position + 16.0 Paper*Weight + 50.1 Paper*Position - 23.5 Weight*Position - 0.9 Pilot*Paper*Weight + 5.3 Pilot*Paper*Position - 14.1 Pilot*Weight*Position - 5.0 Paper*Weight*Position - 5.9 Pilot*Paper*Weight*Position Alias Structure Factor Name A Pilot B Paper C Weight D Position Aliases I A B C D AB AC AD BC BD CD ABC ABD ACD BCD ABCD Fits and Diagnostics for Unusual Observations Result Obs (Dist) Fit Resid Std Resid 1 -3.0 187.0 -190.0 -2.07 R 24 408.0 196.0 212.0 2.31 R 39 504.0 187.0 317.0 3.46 R R Large residual Effects Plot for Result (Dist) Half Normal Effects Plot for Result (Dist) Effects Pareto for Result (Dist) Residual Plots for Result (Dist) 48 Raw Data StdOrder RunOrder CenterPt Blocks Pilot Paper Weight Position Result (Dist) 26 1 1 1 #2 Std Small Back -3 15 2 1 1 #1 Const Big Back 440 33 3 1 1 #1 Std Small Front 434 36 4 1 1 #2 Const Small Front 636 1 5 1 1 #1 Std Small Front 444 29 6 1 1 #1 Std Big Back 72 17 7 1 1 #1 Std Small Front 415 47 8 1 1 #1 Const Big Back 456 28 9 1 1 #2 Const Small Back 564 21 10 1 1 #1 Std Big Front 360 25 11 1 1 #1 Std Small Back 144 27 12 1 1 #1 Const Small Back 504 20 13 1 1 #2 Const Small Front 660 22 14 1 1 #2 Std Big Front 516 35 15 1 1 #1 Const Small Front 558 39 16 1 1 #1 Const Big Front 648 3 17 1 1 #1 Const Small Front 639 4 18 1 1 #2 Const Small Front 792 31 19 1 1 #1 Const Big Back 660 32 20 1 1 #2 Const Big Back 540 18 21 1 1 #2 Std Small Front 456 30 22 1 1 #2 Std Big Back 48 46 23 1 1 #2 Std Big Back 120 41 24 1 1 #1 Std Small Back 408 16 25 1 1 #2 Const Big Back 588 12 26 1 1 #2 Const Small Back 720 9 27 1 1 #1 Std Small Back 36 5 28 1 1 #1 Std Big Front 408 7 29 1 1 #1 Const Big Front 540 43 30 1 1 #1 Const Small Back 552 42 31 1 1 #2 Std Small Back 60 2 32 1 1 #2 Std Small Front 288 14 33 1 1 #2 Std Big Back 84 38 34 1 1 #2 Std Big Front 420 45 35 1 1 #1 Std Big Back 108 23 36 1 1 #1 Const Big Front 648 13 37 1 1 #1 Std Big Back 120 19 38 1 1 #1 Const Small Front 612 10 39 1 1 #2 Std Small Back 504 11 40 1 1 #1 Const Small Back 576 6 41 1 1 #2 Std Big Front 444 34 42 1 1 #2 Std Small Front 624 40 43 1 1 #2 Const Big Front 708 8 44 1 1 #2 Const Big Front 852 37 45 1 1 #1 Std Big Front 360 44 46 1 1 #2 Const Small Back 792 48 47 1 1 #2 Const Big Back 690 24 48 1 1 #2 Const Big Front 852