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MA 354 Project:. Power Plant Experiment. By: Corey T. Williams 03 May 2001. Introduction. Situation Objective. Methods of Analysis. Mathematica SAS. Experiment Scheme. Type of Experiment Randomization Areas Flora Blocks Month Area Replication. Experiment Layout. Water Flow.
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MA 354 Project: Power Plant Experiment By: Corey T. Williams 03 May 2001
Introduction • Situation • Objective
Methods of Analysis • Mathematica • SAS
Experiment Scheme • Type of Experiment • Randomization • Areas • Flora • Blocks • Month • Area • Replication
Experiment Layout Water Flow S2 S1 S3 D S4 Power Plant
Statistical Methods • GLM Procedure • Classification of Variables • Model • Scheffe’s Test on Means
SAS Code options linesize=75; data PwrPlant; input month $ station rep flora @@; cards; May 1 1 29 May 2 1 32 May 3 1 51 May 4 1 63 May 1 2 30 May 2 2 36 May 3 2 52 May 4 2 60 Jun 1 1 28 Jun 2 1 26 Jun 3 1 57 Jun 4 1 69 Jun 1 2 21 Jun 2 2 28 Jun 3 2 59 Jun 4 2 74 Jul 1 1 34 Jul 2 1 31 Jul 3 1 49 Jul 4 1 66 Jul 1 2 40 Jul 2 2 29 Jul 3 2 58 Jul 4 2 62 Aug 1 1 35 Aug 2 1 28 Aug 3 1 54 Aug 4 1 67 Aug 1 2 37 Aug 2 2 32 Aug 3 2 60 Aug 4 2 68 ; procprint; title 'Plant Growth in Nearby Bay'; procglm; class station month rep; model flora=month station rep station*month; lsmeans station month rep; means station month rep/scheffe; procsort; by month station rep; procmeans mean; var flora; by month station; output out=PwrPlant2 mean=mflora; procplot data=PwrPlant2; plot mflora*station=month mflora*month=station; run;
SAS Results DEPENDENT VARIABLE: Flora Sum of Source DF Squares Mean Square F-Value Pr > F Model 16 7942.750000 496.421875 57.85 <.0001 Error 15 128.718750 8.581250 Corrected Total 31 8071.468750 R-Square Coeff Var Root MSE blades Mean 0.984053 6.398639 2.929377 45.78125 Source DF Type III SS Mean Square F-Value Pr > F month 3 52.343750 17.447917 2.03 0.1524 station 3 7495.593750 2498.531250 291.16 <.0001 rep 1 22.781250 22.781250 2.65 0.1241 station*month 9 372.031250 41.336806 4.82 0.0038
Block by Station Scheffe Grouping** Mean N Station A 66.125 8 4 B 55.000 8 3 C 31.750 8 1 C C 30.250 8 2 Block by Month Scheffe Grouping** Mean N Month A 47.625 8 Aug A A 46.125 8 Jul A A 45.250 8 Jun A A 44.125 8 May Scheffe's Tests **Means with the same letter are not significantly different.
Conclusion • Model • Areas • Months • Replications
Questions or Comments?