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Two Classes Of Compromise Plans With Clear Two-Factor Interactions

Posted on:2010-07-21Degree:MasterType:Thesis
Country:ChinaCandidate:H W LuFull Text:PDF
GTID:2120360275455293Subject:Probability theory and mathematical statistics
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The compromise plan has important research value because of its special structure. A two factor interaction (2fi) is clear if it is not aliased with any main effect or any other 2fi. Compromise plans are said to be clear if they have resolutionⅣ(orⅣ- in compromise 2m-p : 2l plans) and all the specified 2fi's are clear. Clear compromise plans allow joint estimation of all main effects and the clear 2frs under the weak assumption that all three-factor and higher order interactions are negligible.This paper includes three chapters. Chapter 1 introduces some basic concepts, several kinds of optimality criteria, some basic symbolic representation of the fractional factorial designs, and elaboration basic philosophy and some rationale about the compromise plan.Chapter 2 mainly studies the fractional factorial blocked compromise 2m-p : 2l plans and discusses the existence and characteristics of clear compromise 2m-p : 2l plans with the resolutionⅣandⅣ-. Section 2.1 introduces some notations for blocked FF design. For a 2m-p : 2l design D = (D0, B), divide the group D0 of the m treatment factors into two groups, D1= {a1, a2,..., am1} and D2 = {am1+1,..., am}. When some specified 2fi's. say the 2frs inare clear in a design D, we call this design clear compromise plan of D1×D1. In Section 2.2, the necessary conditions are obtained for the existence of three classes of clear compromise 2Ⅳm-p : 2l plans of D1×D1, D1×D1 and D1×D2, and D1×D2. And we have proved there exists no 2Ⅳm-p : 2l clear compromise plan of D1×D1 and D2×D2. In Section 2.3, we mainly discuss the existence and characteristics of clear compromise 2Ⅳm-p : 2l plans. The necessary conditions are obtained for the existence of each class of clear compromise 2Ⅳm-p : 2l plans. In Chapter 3, we first introduce some basic contents and the elementary knowledge of fractional factorial split-plot designs. Then, we mainly discuss the existence and characteristics of clear compromise 2(n1+n2)-(k1+k2) plans. And the necessary conditions are obtained for the existence of four classes of clear compromise 2(n1+n2)-(k1+k2) plans.
Keywords/Search Tags:Compromise plan, Clear, Resolution, Alias set, Fractional factorial design, Fractional factorial split-plot designs, Fractional factorial blocking designs, Defining contrast subgroup, Defining words, Two-factor interaction
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