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Unbiasedness Criterion      Expo Model   MMSE Estimator?Does MSE really tell us what we want to know about our estimator of VARiance? What is distribution of signed error of estimate of VAR?&N8$C; <Typical Error or Whole Dist n? V,MSE measures typical error. Distribution of error is more informative & easy to report. Whole distributions often do not need parametric summary! Use Graph.P<V8  V V>BE &Ex 3. Does Variance measure Variation?0E.g. Variance of Yield in Bushels Squared? !Analysis of Variance: SST=SSR+SSEHow does it compare with Analysis of SD ? Is R-squared a ratio of useful units? Is  64% of variance as useful as  80% of SD ?b!VV& % V> ;  Anova Table DF Sum Sq Mean Sq F value Pr(>F) block 5 343.29 68.66 4.4467 0.015939 * N 1 189.28 189.28 12.2587 0.004372 ** P 1 8.40 8.40 0.5441 0.474904 K 1 95.20 95.20 6.1657 0.028795 * N:P 1 21.28 21.28 1.3783 0.263165 N:K 1 33.14 33.14 2.1460 0.168648 P:K 1 0.48 0.48 0.0312 0.862752 Residuals 12 185.29 15.44 C Analysis of Variance?  rData analysts need to know squared units are weird! Arithmetic simplicity does not justify descriptive complexitysZsV[  Ex 4: Are P-values useful?Irrelevant except in marginal cases Ambiguous in marginal cases Fixed error rate - not useful arbitrary for decision making arbitrary for scientific exploration A measure of credibility of H0 (needed?)^D)$ %  >R(C =P-value and PowerNeed fixed alpha to compute power? How do we decide on sample size if not fixed alpha? Anticipate precision relative to the feature of interest R#48  ?(Ex. 5 Role of Simple Parametric Models?, For simulation of complex systems e.g. Stock market Weather Environmental degradation Aging phenomena (Survival) Queues Traffic Etc.(!^"     !d( Common Sense?How does it fit with stat culture? Stat as the tool of Inference Police. Never assume something is simple Never jump to conclusions Never assume naive thinking will help Are students afraid to use their own  common sense ? Important Role: Stat as Discovery Tools LZaZ^Z$( !&5  $$(((,,>"&[c>Enlightened Common Sense?Know the dangers Use informed judgment Do not expect  objective analysis! Information extraction from data is a Subjective processD%8  (-WBClassical Inference? Tests of Hypothesis? Confidence Intervals? Parametric Inference? Difficult to explain to non-statisticians Unsuccessful in portraying what statisticians can do Maybe we rely to much on these data toolst  *5*, DWhat is more useful? Graphs For data analysis For data summary For result communication, especially for non-par smoothing Simulation Resampling, Bootstrapping Building demos of complex phenomena Testing if apparent effects are real Z`Z ZdZZ<   >$  $$>-, [E Conclusion Software has drastically expanded What analysts can do How analysts can do it Which analysts can do it The way results are reported Statisticians have to expand their toolkit and communicate with the masses!#!ZbZZL!Z#  Lba*F Comments? Thank you for listening.!OSome QuestionsDo data analysts really learn from parametric inference (often)? Are graphs respectable vehicles to demonstrate results (without parametric inference)? Are simulation & resampling more useful tools than classical inference? What really is  basic stats ? DAWH >@h F3 Final Quote All of this leads me to suggest that there is a very realistic possibility that statistics will cease to exist. It may flow out through its primordial roots back into substantive areas where it will be developed, in a piece-meal fashion as in its past, by an army of statistical users rather than statistical scientists. It is incumbent on all of us to resist this process of dissolution, to resist defining our subject out of existence. We can begin by not defining our subject too narrowly. LZ  K  6  7  /H !"# $ ) * + ,-./08:;<@ACGHILMP   ͠` 33` Sf3f` 33g` f` www3PP` ZXdbmo` \ғq>9y`Ӣ` 3f3ff` 3f3FKf` hk]wwwfܹ` ff>>\`Y{ff` R>&- {p_/̴>?" dd@,|?" dd@   " @ ` n?" dd@   @@``PR    @ ` ` p>> ~(    0` P 8 T Click to edit Master title style! !  s *PaX  8 RClick to edit Master text styles Second level Third level Fourth level Fifth level!     S  s *0 `` 8 P*   s *+ `  8 R*   s **P* `  8 R* H  0޽h ? 3380___PPT10.r}*X $Blank Presentation \T ( CCF    s *tn" P   8 P*    s *`U,    8 R*  d  c $ ?  8  s *еQ,  @ 8 RClick to edit Master text styles Second level Third level Fourth level Fifth level!     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H t 0޽h ? 33  ___PPT10 .ur%(i+[UD ' 0= @B D ' = @BA?%,( < +O%,( < +D' =%(D' =%(D' =4@BBBB%(D' =1:Bvisible*o3>+#.<*t%(D' =4@BBBB%(D' =1:Bvisible*o3>+#.<*t%(D' =4@BBBB%(D' =1:Bvisible*o3>+#.<*t%(D' =4@BBBB%(D' =1:Bvisible*o3>+#.<*t%(D' =%(D' =%(D1' =4@BB BB%(D' =-o6Bdissolve*<3<*tD' =1:Bhidden*o3>+#.<*t%(DA' =%(D' =%(D' =A@BBBB0B%(D' =1:Bvisible*o3>+#.<* t%(+8+0+ t +  L$( t:7@ Lr L S P  8 r L S P   8 H L 0޽h ? 33___PPT10u.Ϟr+D=' = @B +  HD( fitotacinoi> Hl H C P  8  H C `<$<   H H 0޽h ? 33  ___PPT10 .rƕz+[W_D\ ' 0= @B D ' = @BA?%,( < +O%,( < +DA' =%(D' =%(D' =A@BBBB0B%(D' =1:Bvisible*o3>+#.<*H$%(DA' =%(D' =%(D' =A@BBBB0B%(D' =1:Bvisible*o3>+#.<*H$@%(Ds' =%(D' =%(D' =A@BBBB0B%(D' =1:Bvisible*o3>+#.<*H@^%(D' =A@BBBB0B%(D' =1:Bvisible*o3>+#.<*H^}%(D' =A@BBBB0B%(D' =1:Bvisible*o3>+#.<*H}%(DA' =%(D' =%(D' =A@BBBB0B%(D' =1:Bvisible*o3>+#.<*H%(+8+0+H +}  (  l  C  SP  8 l  C T 8 H  0޽h ? 33___PPT10u.rw+D=' = @B +  (  Bxobtvcaa l  C P  8   C `<$<     6PP pzp $ ,8___PPT10F___PPT9( V___PPTMac110(   hnamd` Arial&Monotype Typography    hnamd` Arial&Monotype Typography  CGo to R H  0޽h ? 33___PPT10.rN+.kYD' 0= @B D' = @BA?%,( < +O%,( < +DA' =%(D' =%(D' =A@BBBB0B%(D' =1:Bvisible*o3>+#.<*"%(Dp ' =%(D ' =%(D' =A@BBBB0B%(D' =1:Bvisible*o3>+#.<*"(%(D' =A@BBBB0B%(D' =1:Bvisible*o3>+#.<*(5%(D' =A@BBBB0B%(D' =1:Bvisible*o3>+#.<*5=%(D' =A@BBBB0B%(D' =1:Bvisible*o3>+#.<*=W%(D' =A@BBBB0B%(D' =1:Bvisible*o3>+#.<*Wr%(D' =A@BBBB0B%(D' =1:Bvisible*o3>+#.<*ry%(D' =A@BBBB0B%(D' =1:Bvisible*o3>+#.<*y%(D' =A@BBBB0B%(D' =1:Bvisible*o3>+#.<*%(DA' =%(D' =%(D' =A@BBBB0B%(D' =1:Bvisible*o3>+#.<*%(+p+0+ ++0+ +  (    <@c P  8   6 <$<   H  0޽h ? 33___PPT10e.ren+-D' 0= @B D' = @BA?%,( < +O%,( < +DA' =%(D' =%(D' =A@BBBB0B%(D' =1:Bvisible*o3>+#.<*$%(D ' =%(D' =%(D' =A@BBBB0B%(D' =1:Bvisible*o3>+#.<*$L%(D' =A@BBBB0B%(D' =1:Bvisible*o3>+#.<*Lm%(D' =A@BBBB0B%(D' =1:Bvisible*o3>+#.<*m%(D' =A@BBBB0B%(D' =1:Bvisible*o3>+#.<*%(DA' =%(D' =%(D' =A@BBBB0B%(D' =1:Bvisible*o3>+#.<*%(DA' =%(D' =%(D' =A@BBBB0B%(D' =1:Bvisible*o3>+#.<* %(+8+0+ +  0D(  l  C P  8   C `<$<   H  0޽h ? 33~ v ___PPT10V .r + D ' 0= @B D ' = @BA?%,( < +O%,( < +D' =%(D' =%(D@' =A@BB BB0B%(D' =1:Bvisible*o3>+#.<*%(D' =-o6Bdissolve*<3<*D' =%(D' =%(D@' =A@BB BB0B%(D' =1:Bvisible*o3>+#.<*'%(D' =-o6Bdissolve*<3<*'D' =%(D' =%(D@' =A@BB BB0B%(D' =1:Bvisible*o3>+#.<*'L%(D' =-o6Bdissolve*<3<*'LD' =%(D' =%(D@' =A@BB BB0B%(D' =1:Bvisible*o3>+#.<*L%(D' =-o6Bdissolve*<3<*L+8+0+ +}  P(  l  C &P  8 l  C ' 8 H  0޽h ? 33___PPT10u.r+D=' = @B +}  p( fito{5 l  C ЗP  8 l  C @ 8 H  0޽h ? 33___PPT10u.rY}+D=' = @B +  D(  l  C P  8   C <$<   H  0޽h ? 33___PPT10.rW+FDE' 0= @B D' = @BA?%,( < +O%,( < +D' =%(DM' =%(D' =A@BBBB0B%(D' =1:Bvisible*o3>+#.<*#%(D' =A@BBBB0B%(D' =1:Bvisible*o3>+#.<*#8%(D' =A@BBBB0B%(D' =1:Bvisible*o3>+#.<*8O%(D' =A@BBBB0B%(D' =1:Bvisible*o3>+#.<*Oh%(D' =A@BBBB0B%(D' =1:Bvisible*o3>+#.<*h%(DA' =%(D' =%(D' =A@BBBB0B%(D' =1:Bvisible*o3>+#.<*%(DA' =%(D' =%(D' =A@BBBB0B%(D' =1:Bvisible*o3>+#.<*%(+8+0+ +}  (  l  C AP  8 l  C @CP  8 H  0޽h ? 33___PPT10u.rf+D=' = @B +     D(  Bxobtvcaa  l   C 0P  8    C 0P<$<   H   0޽h ? 33  ___PPT10 .kr{R+[W_D* ' 0= @B D ' = @BA?%,( < +O%,( < +DA' =%(D' =%(D' =A@BBBB0B%(D' =1:Bvisible*o3>+#.<* A%(DA' =%(D' =%(D' =A@BBBB0B%(D' =1:Bvisible*o3>+#.<* A%(DA' =%(D' =%(D' =A@BBBB0B%(D' =1:Bvisible*o3>+#.<* %(DA' =%(D' =%(D' =A@BBBB0B%(D' =1:Bvisible*o3>+#.<* %(+8+0+  +$   6.`(  l  C P  8 l  C  8   6`& $,0___PPT106___PPT9B___PPTMac11   hnamd` Arial&Monotype Typography  DJim Zidek 1986H  0޽h ? 33___PPT10n.r`++oD' 0= @B D' = @BA?%,( < +O%,( < +D' =%(D' =%(D@' =A@BB BB0B%(D' =1:Bvisible*o3>+#.<*%(D' =-o6Bdissolve*<3<*+8+0+ +e ph(  `  # p 8 `  #  `   8 H  0޽h ? 33___PPT10u.3rDL+D=' = @B +  p(  A `  c $A  ??`  H  0޽h ? 33___PPT10u.r.߳+D=' n= @B +  (  `  c $A  ??    H  0޽h ? 33___PPT10u.r+D=' n= @B +5"$ E(  {5 R  3     8  C P  @<  8$H___PPT10( f___PPT9H@^___PPTMac1180   hnamd` Arial&Monotype Typography     hnamd` Arial&Monotype Typography   'University is a very conservative institution - resists change - especially in course content. Why? No incentive. Doing what was successful last year is the surest way to achieve success this year. Moreover, change involves extra work. What has to happen before change occurs? New Faculty given the job to design course! But will new faculty members have the confidence to do that? 0un Pe 84H  0޽h ? 3380___PPT10.ur: "$     ( 9t|liF  R  3     8   C   @  8h___PPT10H@___PPT9___PPTMac11xp   hnamd` Arial&Monotype Typography     hnamd` Arial&Monotype Typography     hnamd` Arial&Monotype Typography     hnamd` Arial&Monotype Typography     hnamd` Arial&Monotype Typography   Calculation by computer - multiple regression, even with small data sets Communication - internet, graphics, animations Storage - data mining, v large data sets (biomedical, financial) Send programs to anyone (Java, R, Excel & ) Lots of change to the stats context & .X I/A +&>XTEH  0޽h ? 3380___PPT10.zrn"$ tl@$( goCy-opo $R $ 3     8r $ #   @  8  H $ 0޽h ? 3380___PPT10.zrn"$ tl`(( ƿ3z (R ( 3     8r ( #   @  8  H ( 0޽h ? 3380___PPT10.zrn"$ x0( 0=(=d 0X 0 C     8x 0 3   @  8  H 0 0޽h ? 3380___PPT10.zrn  "$ P(  PX PC    8 PS R @  8  H P 0޽h ? 3380___PPT10.Ԟr;!X  "$ @hh( sF hX hC    8 hS  @  8|X___PPT1080___PPT9h`___PPTMac11`X   hnamd` Arial&Monotype Typography     hnamd` Arial&Monotype Typography     hnamd` Arial&Monotype Typography     hnamd` Arial&Monotype Typography   dWhile I am on squared deviations & .. Nice additive properties of variance have made it a math-stat favorite! But the units are wrong as a descriptive measure. Implications & .Dn3 H h 0޽h ? 3380___PPT10.Ϟrt "$  `p(  pX pC    8 pS ` @   8@___PPT10 V___PPT980Z___PPTMac114,   hnamd` Arial&Monotype Typography     hnamd` Arial&Monotype Typography   JDo students realize that variance is not a natural measure of variation? &KIH p 0޽h ? 3380___PPT10.rc["$ B:x(  xX xC    8: xS j @<  8$H___PPT10( f___PPT9H@^___PPTMac1180   hnamd` Arial&Monotype Typography     hnamd` Arial&Monotype Typography   Another beef that many of you have agreed with me on & .Anova table not useful description! What information is contained in 343.29 or 95.20? Even 15.44 is in the wrong units for a useful description. Essential info is in p-values, and possibly DF. 0<0 b"vH x 0޽h ? 3380___PPT10.xrњh"$ tl (  R  3     8r  # p  @  8  H  0޽h ? 3380___PPT10.r&"$ tl( @!! R  3     8r  # 5  @  8  H  0޽h ? 3380___PPT10.r&"$ tl( < !! 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"C`Kd , E;@[5ǁ6ðU2ldت`x)YB " 0%9"K=YB0$ p%M"KQY`sdVEȑX9jv"o~aAלbjSɖxd^oɷa"O^k"O^u"O^"O^k<&YUlIFV`A2jv52#aتc2lm+a>zeia>eA{Y-,&šB @\?rQEP(+Q$MDaS=4r@18YU9N`KXxcH?ðemgؚ'i<ҒrI-DLS@,i/i 2Me!MA)#F)F R4ŗqD4ŗ4,2ك-Y + db#Zϰe}WW4V}Z87ha>vV`joȊ" Em8+΀6Y$"!Em+@Y$"cBRn*R n/~\JQբHPs%+E=#Ermi&2RtWx挔 [AkWogl~':~`O7_{Vv>^ţغ oB{a2,[ekIlU:ֲmU[U% WkBUI[h V!W(,۸҈DpC2 n{ nM$=P<ԓeUmNm-ַla> amٲ Gt$:)D}λHλIrR;Ҁ󎿈RS,yiyJNb34L (teqBpbQW^MM9uLX\l4?R[X\Hi(eIJ'輱}lU]^w罓Kgc?.}yjǭ:CL~/gΟ;ZLT{`eN6 &/6bĈ#F1bĈ#F2x4cxp^RЀ3ÿ lHbP  @AL G@;b `B&V?@ABCDEFGHIJKLMNOPQRSTUVWXYZ[\]^_`abcdefghijklmnopqrstuvwxz{|}~      !"#$%&'()*+,-./0123456789:;<=>?@ABCDEFGHIJKLMNDocumentSummaryInformation8Current UserDy      !"#$%&'()*+,-./0123456789:;<=>?@ABCDEFGHIJKLMNOPQRSTUVWXYZ[\]^_`abcdefghijklmnopqrstuvwxz{|}~ |      !"#$%&'()*+,-./0123456789:;<=>?@ABCDEFGHIJKLMNOPQRSTUVWXYZ[\]^_`abcdefghijklmnopqrstuvwxyz{}~$_㐣 Larry WeldonLarry Weldon`   (@P @08n ___PPT9P H @``P0 ` p p   P `ph___PPT2001D<4XL___PPTMac11K@f   hnamd` Arial&Monotype Typography    hnamd` Arial&Monotype Typography    hnamd` Arial&Monotype Typography    hnamd` Arial&Monotype Typography    hnamd` Arial&Monotype Typography    hnamd` Arial&Monotype Typography HE   hnamd` Arial&Monotype Typography, 0   hnamd` Arial&Monotype Typography     hnamd` Arial&Monotype Typography  8   hnamd` Arial&Monotype Typography    hnamd` Arial&Monotype Typography X   hnamd` Arial&Monotype Typography     hnamd` Arial&Monotype Typography     hnamd` Arial&Monotype Typography     hnamd` Arial&Monotype Typography  D   hnamd` Arial&Monotype Typography     hnamd` Arial&Monotype Typography     hnamd` Arial&Monotype Typography     hnamd` Arial&Monotype Typography   X   hnamd` Arial&Monotype Typography     hnamd` Arial&Monotype Typography     hnamd` Arial&Monotype Typography     hnamd` Arial&Monotype Typography   L   hnamd` Arial&Monotype Typography     hnamd` Arial&Monotype Typography     hnamd` Arial&Monotype Typography   (namd Monaco  d   hnamd` Arial&Monotype Typography     hnamd` Arial&Monotype Typography     hnamd` Arial&Monotype Typography     hnamd` Arial&Monotype Typography l   hnamd` Arial&Monotype Typography     hnamd` Arial&Monotype Typography     hnamd` Arial&Monotype Typography     hnamd` Arial&Monotype Typography     hnamd` Arial&Monotype Typography  T   hnamd` Arial&Monotype Typography    hnamd` Arial&Monotype Typography    hnamd` Arial&Monotype Typography    hnamd` Arial&Monotype Typography     hnamd` Arial&Monotype Typography     hnamd` Arial&Monotype Typography     hnamd` Arial&Monotype Typography    hnamd` Arial&Monotype Typography D   hnamd` Arial&Monotype Typography     hnamd` Arial&Monotype Typography     hnamd` Arial&Monotype Typography(    hnamd` Arial&Monotype Typography     hnamd` Arial&Monotype Typography     hnamd` Arial&Monotype Typography     hnamd` Arial&Monotype Typography     hnamd` Arial&Monotype Typography     hnamd` Arial&Monotype Typography  X   hnamd` Arial&Monotype Typography    hnamd` Arial&Monotype Typography    hnamd` Arial&Monotype Typography P   hnamd` Arial&Monotype Typography    hnamd` Arial&Monotype Typography    hnamd` Arial&Monotype Typography X   hnamd` Arial&Monotype Typography     hnamd` Arial&Monotype Typography     hnamd` Arial&Monotype Typography     hnamd` Arial&Monotype Typography  l   hnamd` Arial&Monotype Typography     hnamd` Arial&Monotype Typography    hnamd` Arial&Monotype Typography    hnamd` Arial&Monotype Typography    hnamd` Arial&Monotype Typography ? %,9Data Analysis and the Shackles of Statistical Tradition::, "1Larry Weldon Statistics and Actuarial Science SFU02 !  %Why change is needed? nComputer revolution Calculation revolution (1960 +) Communication revolution (1980 +) Data Storage expansion (2000 +) Inexpensive Statistical Software Open source (e.g. R, Excel, & ) bc! #! ! >a  1Some Authoritative Opinions 'To come & Examples of anachronisms of traditional parametric inference Use of parametric models for simulation Limitations of traditional stats theory Suggestions for broader toolkit D=(( ,'&_Major Implications?Less need for parametric fits & inference More use of simulation, resampling and graphics More use for communication of results to non-specialists Re-examination of traditional approach:)09 'B m     Ex 2. Unbiasedness Criterion      Expo Model   MMSE Estimator?Does MSE really tell us what we want to know about our estimator of VARiance? What is distribution of signed error of estimate of VAR?&N8$C; <Typical Error or Whole Dist n? V,MSE measures typical error. Distribution of error is more informative & easy to report. Whole distributions often do not need parametric summary! Use Graph.P<V8  V V>BE &Ex 3. Does Variance measure Variation?0E.g. Variance of Yield in Bushels Squared? !Analysis of Variance: SST=SSR+SSEHow does it compare with Analysis of SD ? Is R-squared a ratio of useful units? Is  64% of variance as useful as  80% of SD ?b!VV& % V> ;  Anova Table DF Sum Sq Mean Sq F value Pr(>F) block 5 343.29 68.66 4.4467 0.015939 * N 1 189.28 189.28 12.2587 0.004372 ** P 1 8.40 8.40 0.5441 0.474904 K 1 95.20 95.20 6.1657 0.028795 * N:P 1 21.28 21.28 1.3783 0.263165 N:K 1 33.14 33.14 2.1460 0.168648 P:K 1 0.48 0.48 0.0312 0.862752 Residuals 12 185.29 15.44 C Analysis of Variance?  rData analysts need to know squared units are weird! Arithmetic simplicity does not justify descriptive complexitysZsV[  Ex 4: Are P-values useful?Irrelevant except in marginal cases Ambiguous in marginal cases Fixed error rate - not useful arbitrary for decision making arbitrary for scientific exploration A measure of credibility of H0 (needed?)^D)$ %  >R(C =P-value and PowerNeed fixed alpha to compute power? How do we decide on sample size if not fixed alpha? Anticipate precision relative to the feature of interest R#48  ?(Ex. 5 Role of Simple Parametric Models?, For simulation of complex systems e.g. Stock market Weather Environmental degradation Aging phenomena (Survival) Queues Traffic Etc.(!^"     !d( Common Sense?How does it fit with stat culture? Stat as the tool of Inference Police. Never assume something is simple Never jump to conclusions Never assume naive thinking will help Are students afraid to use their own  common sense ? Important Role: Stat as Discovery Tools LZaZ^Z$( !&5  $$(((,,>"&[c>Enlightened Common Sense?Know the dangers Use informed judgment Do not expect  objective analysis! Information extraction from data is a Subjective processD%8  (-WBClassical Inference? Tests of Hypothesis? Confidence Intervals? Parametric Inference? Difficult to explain to non-statisticians Unsuccessful in portraying what statisticians can do Maybe we rely to much on these data toolst  *5*, DWhat is more useful? Graphs For data analysis For data summary For result communication, especially for non-par smoothing Simulation Resampling, Bootstrapping Building demos of complex phenomena Testing if apparent effects are real Z`Z ZdZZ<   >$  $$>-, [E Conclusion Software has drastically expanded What analysts can do How analysts can do it Which analysts can do it The way results are reported Statisticians have to expand their toolkit and communicate with the masses!#!ZbZZL!Z#  Lba*F Comments? Thank you for listening.!OSome QuestionsDo data analysts really learn useful info from parametric inference (often)? Are graphs respectable vehicles to demonstrate results (without parametric inference)? Are simulation & resampling more useful tools than classical inference? What really is  basic stats ? D MWH >Lh F3 Final Quote All of this leads me to suggest that there is a very realistic possibility that statistics will cease to exist. It may flow out through its primordial roots back into substantive areas where it will be developed, in a piece-meal fashion as in its past, by an army of statistical users rather than statistical scientists. It is incumbent on all of us to resist this process of dissolution, to resist defining our subject out of existence. We can begin by not defining our subject too narrowly. lZ5  ",K  6  7  /H !"# $ ) * + ,-./08:;<@ACGHILMP }  ( Llppacasu l  C P   l  C 0  H  0޽h ? 33___PPT10u.xr<+D='  = @B +    P D(  Bxobtvcaa  l   C r P      C Pt P<$< 0 H   0޽h ? 33  ___PPT10 .kr{R+[W_D* ' 0= @B D ' = @BA?%,( < +O%,( < +DA' =%(D' =%(D' =A@BBBB0B%(D' =1:Bvisible*o3>+#.<* M%(DA' =%(D' =%(D' =A@BBBB0B%(D' =1:Bvisible*o3>+#.<* M%(DA' =%(D' =%(D' =A@BBBB0B%(D' =1:Bvisible*o3>+#.<* %(DA' =%(D' =%(D' =A@BBBB0B%(D' =1:Bvisible*o3>+#.<*  %(+8+0+  +$   6. (  l  C YP   l  C Y    6 Y& $,0___PPT106___PPT9B___PPTMac11   hnamd` Arial&Monotype Typography  DJim Zidek 1986H  0޽h ? 33___PPT10n.r`++oD' 0= @B D' = @BA?%,( < +O%,( < +D' =%(D' =%(D@' =A@BB BB0B%(D' =1:Bvisible*o3>+#.<*%(D' =-o6Bdissolve*<3<*+8+0+} +r 3<OfhP@RdO)/xPicturesPowerPoint Document(SummaryInformation(T%      !"#$%&'()*+,-./0123456789:;<=>?@ABCDEFGHIJKLMNSU  !"#$%&'()*+,-./0123456789:;<=>?@ABCDEFGHIJKLMNOPQRSTUVWXYZ[\]^_`abcdefghijklmnopqrstuvwxz{|}~DocumentSummaryInformation8Current UserD $_㐣 .Larry WeldonLarry Weldon