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                           <rdf:li><rdf:Description xmpDM:name="Overview Computation of Effects Estimation of Experimental Errors Allocation of Variation Confidence Intervals for Effects Confidence Intervals for Predicted Responses" xmpDM:startTime="8467" xmpDM:duration="1000"/></rdf:li><rdf:li><rdf:Description xmpDM:name="Visual Tests for Verifying the assumptions Multiplicative Models" xmpDM:startTime="8467" xmpDM:duration="1000"/></rdf:li><rdf:li><rdf:Description xmpDM:name="2kr Factorial Designs r replications of 2k Experiments Þ 2kr observations." xmpDM:startTime="34767" xmpDM:duration="1000"/></rdf:li><rdf:li><rdf:Description xmpDM:name="Þ Allows estimation of experimental errors." xmpDM:startTime="34767" xmpDM:duration="1000"/></rdf:li><rdf:li><rdf:Description xmpDM:name="Model: e = Experimental error TP_tmp" xmpDM:startTime="34767" xmpDM:duration="1000"/></rdf:li><rdf:li><rdf:Description xmpDM:name="Computation of Effects Simply use means of r measurements Effects: q0= 41, qA= 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xmpDM:duration="1000"/></rdf:li><rdf:li><rdf:Description xmpDM:name="Allocation of Variation Total variation or total sum of squares: TP_tmp TP_tmp TP_tmp" xmpDM:startTime="358267" xmpDM:duration="1000"/></rdf:li><rdf:li><rdf:Description xmpDM:name="Example 18.3:" xmpDM:startTime="387700" xmpDM:duration="1000"/></rdf:li><rdf:li><rdf:Description xmpDM:name="Memory-Cache Study TP_tmp" xmpDM:startTime="387700" xmpDM:duration="1000"/></rdf:li><rdf:li><rdf:Description xmpDM:name="Example 18.3" xmpDM:startTime="468500" xmpDM:duration="1000"/></rdf:li><rdf:li><rdf:Description xmpDM:name="(Cont) Factor A explains 5547/7032 or 78.88%" xmpDM:startTime="468500" xmpDM:duration="1000"/></rdf:li><rdf:li><rdf:Description xmpDM:name="Factor B explains 15.40%" xmpDM:startTime="468500" xmpDM:duration="1000"/></rdf:li><rdf:li><rdf:Description xmpDM:name="Interaction AB explains 4.27%" xmpDM:startTime="468500" xmpDM:duration="1000"/></rdf:li><rdf:li><rdf:Description xmpDM:name="1.45%" xmpDM:startTime="468500" xmpDM:duration="1000"/></rdf:li><rdf:li><rdf:Description xmpDM:name="is unexplained and is attributed to errors." xmpDM:startTime="468500" xmpDM:duration="1000"/></rdf:li><rdf:li><rdf:Description xmpDM:name="TP_tmp" xmpDM:startTime="468500" xmpDM:duration="1000"/></rdf:li><rdf:li><rdf:Description xmpDM:name="Example 18.3:" xmpDM:startTime="545767" xmpDM:duration="1000"/></rdf:li><rdf:li><rdf:Description xmpDM:name="Memory-Cache Study TP_tmp" xmpDM:startTime="545767" xmpDM:duration="1000"/></rdf:li><rdf:li><rdf:Description xmpDM:name="Allocation of Variation Total variation or total sum of squares: TP_tmp TP_tmp TP_tmp" xmpDM:startTime="546500" xmpDM:duration="1000"/></rdf:li><rdf:li><rdf:Description xmpDM:name="Experimental Errors: Example Estimated Response: Experimental errors: TP_tmp TP_tmp TP_tmp TP_tmp" xmpDM:startTime="568200" xmpDM:duration="1000"/></rdf:li><rdf:li><rdf:Description xmpDM:name="Allocation of Variation Total variation or total sum of squares: TP_tmp TP_tmp TP_tmp" xmpDM:startTime="579200" xmpDM:duration="1000"/></rdf:li><rdf:li><rdf:Description xmpDM:name="Example 18.3:" xmpDM:startTime="579700" xmpDM:duration="1000"/></rdf:li><rdf:li><rdf:Description xmpDM:name="Memory-Cache Study TP_tmp" xmpDM:startTime="579700" xmpDM:duration="1000"/></rdf:li><rdf:li><rdf:Description xmpDM:name="Example 18.3" xmpDM:startTime="580233" xmpDM:duration="1000"/></rdf:li><rdf:li><rdf:Description xmpDM:name="(Cont) Factor A explains 5547/7032 or 78.88%" xmpDM:startTime="580233" xmpDM:duration="1000"/></rdf:li><rdf:li><rdf:Description xmpDM:name="Factor B explains 15.40%" xmpDM:startTime="580233" xmpDM:duration="1000"/></rdf:li><rdf:li><rdf:Description xmpDM:name="Interaction AB explains 4.27%" xmpDM:startTime="580233" xmpDM:duration="1000"/></rdf:li><rdf:li><rdf:Description xmpDM:name="1.45%" xmpDM:startTime="580233" xmpDM:duration="1000"/></rdf:li><rdf:li><rdf:Description xmpDM:name="is unexplained and is attributed to errors." xmpDM:startTime="580233" xmpDM:duration="1000"/></rdf:li><rdf:li><rdf:Description xmpDM:name="TP_tmp" xmpDM:startTime="580233" xmpDM:duration="1000"/></rdf:li><rdf:li><rdf:Description xmpDM:name="Example 18.3:" xmpDM:startTime="581300" xmpDM:duration="1000"/></rdf:li><rdf:li><rdf:Description xmpDM:name="Memory-Cache Study TP_tmp" xmpDM:startTime="581300" xmpDM:duration="1000"/></rdf:li><rdf:li><rdf:Description xmpDM:name="Example 18.3" xmpDM:startTime="582067" xmpDM:duration="1000"/></rdf:li><rdf:li><rdf:Description xmpDM:name="(Cont) Factor A explains 5547/7032 or 78.88%" xmpDM:startTime="582067" xmpDM:duration="1000"/></rdf:li><rdf:li><rdf:Description xmpDM:name="Factor B explains 15.40%" xmpDM:startTime="582067" xmpDM:duration="1000"/></rdf:li><rdf:li><rdf:Description xmpDM:name="Interaction AB explains 4.27%" xmpDM:startTime="582067" xmpDM:duration="1000"/></rdf:li><rdf:li><rdf:Description xmpDM:name="1.45%" xmpDM:startTime="582067" xmpDM:duration="1000"/></rdf:li><rdf:li><rdf:Description xmpDM:name="is unexplained and is attributed to errors." xmpDM:startTime="582067" xmpDM:duration="1000"/></rdf:li><rdf:li><rdf:Description xmpDM:name="TP_tmp" xmpDM:startTime="582067" xmpDM:duration="1000"/></rdf:li><rdf:li><rdf:Description xmpDM:name="Confidence Intervals For Effects Effects are random variables." xmpDM:startTime="582467" xmpDM:duration="1000"/></rdf:li><rdf:li><rdf:Description xmpDM:name="Errors ~ N(0,se) Þ y ~ N( , se) q0 = Linear combination of normal variates Þ q0 is normal" xmpDM:startTime="582467" xmpDM:duration="1000"/></rdf:li><rdf:li><rdf:Description xmpDM:name="with variance se2/(22r) Variance of errors: Denominator = 22(r-1) = # of independent terms in SSE Þ SSE has 22(r-1)" xmpDM:startTime="582467" xmpDM:duration="1000"/></rdf:li><rdf:li><rdf:Description xmpDM:name="degrees of freedom." xmpDM:startTime="582467" xmpDM:duration="1000"/></rdf:li><rdf:li><rdf:Description xmpDM:name="Estimated variance of q0: sq02=se2/(22r) TP_tmp TP_tmp TP_tmp" xmpDM:startTime="582467" xmpDM:duration="1000"/></rdf:li><rdf:li><rdf:Description xmpDM:name="Example 18.3" xmpDM:startTime="589033" xmpDM:duration="1000"/></rdf:li><rdf:li><rdf:Description xmpDM:name="(Cont) Factor A explains 5547/7032 or 78.88%" xmpDM:startTime="589033" xmpDM:duration="1000"/></rdf:li><rdf:li><rdf:Description xmpDM:name="Factor B explains 15.40%" xmpDM:startTime="589033" xmpDM:duration="1000"/></rdf:li><rdf:li><rdf:Description xmpDM:name="Interaction AB explains 4.27%" xmpDM:startTime="589033" xmpDM:duration="1000"/></rdf:li><rdf:li><rdf:Description xmpDM:name="1.45%" xmpDM:startTime="589033" xmpDM:duration="1000"/></rdf:li><rdf:li><rdf:Description xmpDM:name="is unexplained and is attributed to errors." xmpDM:startTime="589033" xmpDM:duration="1000"/></rdf:li><rdf:li><rdf:Description xmpDM:name="TP_tmp" xmpDM:startTime="589033" xmpDM:duration="1000"/></rdf:li><rdf:li><rdf:Description xmpDM:name="Confidence Intervals For Effects Effects are random variables." xmpDM:startTime="590900" xmpDM:duration="1000"/></rdf:li><rdf:li><rdf:Description xmpDM:name="Errors ~ N(0,se) Þ y ~ N( , se) q0 = Linear combination of normal variates Þ q0 is normal" xmpDM:startTime="590900" xmpDM:duration="1000"/></rdf:li><rdf:li><rdf:Description xmpDM:name="with variance se2/(22r) Variance of errors: Denominator = 22(r-1) = # of independent terms in SSE Þ SSE has 22(r-1)" xmpDM:startTime="590900" xmpDM:duration="1000"/></rdf:li><rdf:li><rdf:Description xmpDM:name="degrees of freedom." xmpDM:startTime="590900" xmpDM:duration="1000"/></rdf:li><rdf:li><rdf:Description xmpDM:name="Estimated variance of q0: sq02=se2/(22r) TP_tmp TP_tmp TP_tmp" xmpDM:startTime="590900" xmpDM:duration="1000"/></rdf:li><rdf:li><rdf:Description xmpDM:name="Example 18.3" xmpDM:startTime="764167" xmpDM:duration="1000"/></rdf:li><rdf:li><rdf:Description xmpDM:name="(Cont) Factor A explains 5547/7032 or 78.88%" xmpDM:startTime="764167" xmpDM:duration="1000"/></rdf:li><rdf:li><rdf:Description xmpDM:name="Factor B explains 15.40%" xmpDM:startTime="764167" xmpDM:duration="1000"/></rdf:li><rdf:li><rdf:Description xmpDM:name="Interaction AB explains 4.27%" xmpDM:startTime="764167" xmpDM:duration="1000"/></rdf:li><rdf:li><rdf:Description xmpDM:name="1.45%" xmpDM:startTime="764167" xmpDM:duration="1000"/></rdf:li><rdf:li><rdf:Description xmpDM:name="is unexplained and is attributed to errors." xmpDM:startTime="764167" xmpDM:duration="1000"/></rdf:li><rdf:li><rdf:Description xmpDM:name="TP_tmp" xmpDM:startTime="764167" xmpDM:duration="1000"/></rdf:li><rdf:li><rdf:Description xmpDM:name="Example 18.3:" xmpDM:startTime="764533" xmpDM:duration="1000"/></rdf:li><rdf:li><rdf:Description xmpDM:name="Memory-Cache Study TP_tmp" xmpDM:startTime="764533" xmpDM:duration="1000"/></rdf:li><rdf:li><rdf:Description xmpDM:name="Allocation of Variation Total variation or total sum of squares: TP_tmp TP_tmp TP_tmp" xmpDM:startTime="765167" 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tscDM:imageoffset="0" tscDM:imagerect="975, 0, 75, 56"/></rdf:li><rdf:li><rdf:Description xmpDM:name="Experimental Errors: Example" xmpDM:startTime="286500" tscDM:image="k_182kr1_Thumbnails.png" tscDM:imageindex="14" tscDM:imageoffset="0" tscDM:imagerect="1050, 0, 75, 56"/></rdf:li><rdf:li><rdf:Description xmpDM:name="Allocation of Variation" xmpDM:startTime="307267" tscDM:image="k_182kr1_Thumbnails.png" tscDM:imageindex="15" tscDM:imageoffset="0" tscDM:imagerect="1125, 0, 75, 56"/></rdf:li><rdf:li><rdf:Description xmpDM:name="Experimental Errors: Example" xmpDM:startTime="326967" tscDM:image="k_182kr1_Thumbnails.png" tscDM:imageindex="16" tscDM:imageoffset="0" tscDM:imagerect="1200, 0, 75, 56"/></rdf:li><rdf:li><rdf:Description xmpDM:name="Allocation of Variation" xmpDM:startTime="358267" tscDM:image="k_182kr1_Thumbnails.png" tscDM:imageindex="17" tscDM:imageoffset="0" tscDM:imagerect="1275, 0, 75, 56"/></rdf:li><rdf:li><rdf:Description xmpDM:name="Example 18.3: Memory-Cache Study" xmpDM:startTime="387700" tscDM:image="k_182kr1_Thumbnails.png" tscDM:imageindex="18" tscDM:imageoffset="0" tscDM:imagerect="1350, 0, 75, 56"/></rdf:li><rdf:li><rdf:Description xmpDM:name="Example 18.3 (Cont)" xmpDM:startTime="468500" tscDM:image="k_182kr1_Thumbnails.png" tscDM:imageindex="19" tscDM:imageoffset="0" tscDM:imagerect="1425, 0, 75, 56"/></rdf:li><rdf:li><rdf:Description xmpDM:name="Example 18.3: Memory-Cache Study" xmpDM:startTime="545767" tscDM:image="k_182kr1_Thumbnails.png" tscDM:imageindex="20" tscDM:imageoffset="0" tscDM:imagerect="1500, 0, 75, 56"/></rdf:li><rdf:li><rdf:Description xmpDM:name="Allocation of Variation" xmpDM:startTime="546500" tscDM:image="k_182kr1_Thumbnails.png" tscDM:imageindex="21" tscDM:imageoffset="0" tscDM:imagerect="1575, 0, 75, 56"/></rdf:li><rdf:li><rdf:Description xmpDM:name="Experimental Errors: Example" xmpDM:startTime="568200" tscDM:image="k_182kr1_Thumbnails.png" tscDM:imageindex="22" tscDM:imageoffset="0" tscDM:imagerect="1650, 0, 75, 56"/></rdf:li><rdf:li><rdf:Description xmpDM:name="Allocation of Variation" xmpDM:startTime="579200" tscDM:image="k_182kr1_Thumbnails.png" tscDM:imageindex="23" tscDM:imageoffset="0" tscDM:imagerect="1725, 0, 75, 56"/></rdf:li><rdf:li><rdf:Description xmpDM:name="Example 18.3: Memory-Cache Study" xmpDM:startTime="579700" tscDM:image="k_182kr1_Thumbnails.png" tscDM:imageindex="24" tscDM:imageoffset="0" tscDM:imagerect="1800, 0, 75, 56"/></rdf:li><rdf:li><rdf:Description xmpDM:name="Example 18.3 (Cont)" xmpDM:startTime="580233" tscDM:image="k_182kr1_Thumbnails.png" tscDM:imageindex="25" tscDM:imageoffset="0" tscDM:imagerect="1875, 0, 75, 56"/></rdf:li><rdf:li><rdf:Description xmpDM:name="Example 18.3: Memory-Cache Study" xmpDM:startTime="581300" tscDM:image="k_182kr1_Thumbnails.png" tscDM:imageindex="26" tscDM:imageoffset="0" tscDM:imagerect="1950, 0, 75, 56"/></rdf:li><rdf:li><rdf:Description xmpDM:name="Example 18.3 (Cont)" xmpDM:startTime="582067" tscDM:image="k_182kr1_Thumbnails.png" tscDM:imageindex="27" tscDM:imageoffset="0" tscDM:imagerect="2025, 0, 75, 56"/></rdf:li><rdf:li><rdf:Description xmpDM:name="Confidence Intervals For Effects" xmpDM:startTime="582467" tscDM:image="k_182kr1_Thumbnails.png" tscDM:imageindex="28" tscDM:imageoffset="0" tscDM:imagerect="2100, 0, 75, 56"/></rdf:li><rdf:li><rdf:Description xmpDM:name="Example 18.3 (Cont)" xmpDM:startTime="589033" tscDM:image="k_182kr1_Thumbnails.png" tscDM:imageindex="29" tscDM:imageoffset="0" tscDM:imagerect="2175, 0, 75, 56"/></rdf:li><rdf:li><rdf:Description xmpDM:name="Confidence Intervals For Effects" xmpDM:startTime="590900" tscDM:image="k_182kr1_Thumbnails.png" tscDM:imageindex="30" tscDM:imageoffset="0" tscDM:imagerect="2250, 0, 75, 56"/></rdf:li><rdf:li><rdf:Description xmpDM:name="Example 18.3 (Cont)" xmpDM:startTime="764167" tscDM:image="k_182kr1_Thumbnails.png" tscDM:imageindex="31" tscDM:imageoffset="0" tscDM:imagerect="2325, 0, 75, 56"/></rdf:li><rdf:li><rdf:Description xmpDM:name="Example 18.3: Memory-Cache Study" xmpDM:startTime="764533" tscDM:image="k_182kr1_Thumbnails.png" tscDM:imageindex="32" tscDM:imageoffset="0" tscDM:imagerect="2400, 0, 75, 56"/></rdf:li><rdf:li><rdf:Description xmpDM:name="Allocation of Variation" xmpDM:startTime="765167" tscDM:image="k_182kr1_Thumbnails.png" tscDM:imageindex="33" tscDM:imageoffset="0" tscDM:imagerect="2475, 0, 75, 56"/></rdf:li></rdf:Seq>
                     </xmpDM:markers>
                  </rdf:Description>
               </rdf:li>
            </rdf:Bag>
         </xmpDM:Tracks>
         <tscDM:controller>
            <rdf:Description xmpDM:name="tscplayer">
               <tscDM:parameters>
                  <rdf:Bag>
                     <rdf:li xmpDM:name="autohide" xmpDM:value="true"/><rdf:li xmpDM:name="autoplay" xmpDM:value="false"/><rdf:li xmpDM:name="loop" xmpDM:value="false"/><rdf:li xmpDM:name="searchable" xmpDM:value="true"/><rdf:li xmpDM:name="captionsenabled" xmpDM:value="false"/><rdf:li xmpDM:name="sidebarenabled" xmpDM:value="false"/><rdf:li xmpDM:name="unicodeenabled" xmpDM:value="false"/><rdf:li xmpDM:name="backgroundcolor" xmpDM:value="000000"/><rdf:li xmpDM:name="sidebarlocation" xmpDM:value="left"/><rdf:li xmpDM:name="endaction" xmpDM:value="stop"/><rdf:li xmpDM:name="endactionparam" xmpDM:value="true"/><rdf:li xmpDM:name="locale" xmpDM:value="en-US"/></rdf:Bag>
               </tscDM:parameters>
               <tscDM:controllerText>
                  <rdf:Bag>
                  </rdf:Bag>
               </tscDM:controllerText>
            </rdf:Description>
         </tscDM:controller>
         <tscDM:contentList>
            <rdf:Description>
               <tscDM:files>
                  <rdf:Seq>
                     <rdf:li xmpDM:name="0" xmpDM:value="k_182kr1.mp4"/><rdf:li xmpDM:name="1" xmpDM:value="k_182kr1_First_Frame.png"/><rdf:li xmpDM:name="2" xmpDM:value="k_182kr1_Thumbnails.png"/></rdf:Seq>
               </tscDM:files>
            </rdf:Description>
         </tscDM:contentList>
      </rdf:Description>
   </rdf:RDF>
</x:xmpmeta>