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Larry Weldon 911Թ CanadaOutlineEx 1 - A time series Ex 2 - A two-variable prediction problem Ex 3 - A three-variable interaction Ex 4 - A two-group comparison Ex 1: A time series Verbal report?/So what?Parametric approach was unreachable for many undergraduates Parametric approach would not necessarily find the important information Graphical approach adequate for both analysis and summary display, and was easy to verbalize.(Ex#2: Relationship between two variables))$Read the Graph Directly  Verbal Report?0So what?Parametric approach would not necessarily find the important information Graphical approach all that was needed for both analysis and summary,Ex#3: More than two variables - Interaction-Regression on Rubber Data  Interaction? A verbal report?1So what?Parametric approach was unreachable for many undergraduates Parametric approach would not necessarily find the important information Graphical approach all that was needed for both analysis and summary$ Ex#4: A two-group comparison3Parametric SummaryNMean-Old = 27% improvement SD-Old = 11% Mean-New= 39% SD-New= 23% b +A two-group comparison' Verbal Report?2So what?Parametric approach would not necessarily contain the important information Graphical approach all that was needed for both analysis and summary L E) ConclusionoWe need to increase the proportion of our courses that focus on this process - for all categories of students. p!po/,5sxHH/A8e{HH(dh   ` 33` Sf3f` 33g` f` www3PP` ZXdbmo` \ғq>9y`Ӣ` 3f3ff` 3f3FKf` hk]wwwfܹ` ff>>\`Y{ff` R>&- {p_/̴>?" dd@,|?" dd@   " @ ` n?" dd@   @@``PR    @ ` ` p>>  (    6  P  T Click to edit Master title style! !  0    RClick to edit Master text styles Second level Third level Fourth level Fifth level!     S  0  ``  P*   0  `   R*   0!  `   R* H  0޽h ? 33 $Blank Presentation zr@  ( O    0 ] P    P*    0b     R*  d  c $ ?    0g  @  RClick to edit Master text styles Second level Third level Fourth level Fifth level!     S  6m `P   P*    6s `   R*  H  0޽h ? 3380___PPT10.xq` P(    0  P    P*    02     R*    6@S `P   P*    64 `   R*  H  0޽h ? 3380___PPT10.wrx 0 "   (  l  C  p  l  C   0  X  0 P  0` ` ~H1 10.3 12.2 2 15.4 27.6 .. & . & . ^B   6D0X   0 PXB   0D0 0 XB   0D0 ` X  0@P pX  0p@ p X  0 @ X  0 0XB  0D` ^B  6D X  0P   <   TFindings from the Data The data shows that higher Y s are associated with higher x s. But note the predictive assumption of the line shown. It is for predicting Y from X, not the other way round. Clearly, the line is not a fit to the data since two different lines cannot be equally good fits. "+QH  0޽h ? 33___PPT10e+D=' n= @B +R  0 `D&(  5 Dl D C @P    D C   <$<    D <00 HTheme: Graphs can analyze & summarize, and are easy to report in words.II'! D <# P  6 D <@( D,$D, `Conclusion: We need to give this material more emphasis, and less emphasis on parametric models.aaH D 0޽h ? 33d\___PPT10<.+3+D'  = @B DS' = @BA?%,( < +O%,( < +DA' =%(D' =%(D' =A@BBBB0B%(D' =1:Bvisible*o3>+#.<*D%(DA' =%(D' =%(D' =A@BBBB0B%(D' =1:Bvisible*o3>+#.<*D%(+p+0+D ++0+D + 0 h`p( | l  C p`   `  c $A ?? $   c $A ??   $D8PH___PPT2001$FH  0޽h ? 33A9___PPT10+AكD'  = @B D' = @BA?%,( < +O%,( < +D' =%(D' =%(D3' =4@BB BB%(D' =1:Bvisible*o3>+#.<*%(D' =-o6Bdissolve*<3<*+8  0 |tX (  X X C P`P<$<    X <d@p$D,PH___PPT2001$F NPetrol Consumption varies with the season - high in winter and low in summer. ON ," X <0l` g3 ,$D, \Petrol Consumption varies sinusoidally with the season - high in winter and low in summer.<]  5  ,"H X 0޽h ? 33d\___PPT10<.+LwD'  = @B DS' = @BA?%,( < +O%,( < +DA' =%(D' =%(D' =A@BBBB0B%(D' =1:Bvisible*o3>+#.<*X%(DA' =%(D' =%(D' =A@BBBB0B%(D' =1:Bvisible*o3>+#.<*X%(+p+0+X ++0+X +j 0 |$( ` |l | C P   l | C    | < P R,$D, d$On to Example #2 & $  H | 0޽h ? 33~v___PPT10V+o`D'  = @B D' = @BA?%,( < +O%,( < +D' =%(D' =%(D8' =A@BB BB0B%(D' =1:Bvisible*o3>+#.<*|%(D' =-g6B fade*<3<*|+8+0+|] + 0 ,(  ,l , C @">P   X , 0A?pB  , 6DjJP0 ,$D,  , <pU` ,$D , NDensity=1.1627-.0042*BMI^B , 6D1   XB , 0D  XB , 0D XB , 0D@P@XB , 0D P XB , 0D@ P@ XB , 0D P  , < 0 P  340% , <p` P4  317% , <0 F  326% , <Fe 28% , <  @%FAT  H , 0޽h ? 33rj___PPT10J.xqJ+OD'  = @B D' = @BA?%,( < +O%,( < +D' =%(D' =%(D+' =4@BB BB%(D' =1:Bvisible*o3>+#.<* ,%(D' =-g6B fade*<3<* ,D' =%(D' =A@BBBB0B%( D' =1:Bvisible*o3>+#.<* ,%(+8+0+ , + 0 VN 4(  4l 4 C P   ` 4 c $A  ??@K   ^ 4 61 P jB 4 BD1   4 << d  1.06  4 <<`   1.01^B  4 6D Z ^B  4 6D   4 <`<` O  40% FAT 4 <b3 O  17% FATH 4 0޽h ? 33u 0 %\(  \l \ C >8P     \ <J8]q0  mBMI is not a good enough predictor of Body Density (and % FAT) to be useful clinically, in this population.nn H \ 0޽h ? 33v 0 0(  r  S `82P   r  S :0     <== 6 8,$D, d$On to Example #3 & $  H  0޽h ? 33~v___PPT10V+o`D'  = @B D' = @BA?%,( < +O%,( < +D' =%(D' =%(D8' =A@BB BB0B%(D' =1:Bvisible*o3>+#.<*%(D' =-g6B fade*<3<*+8+0+w + 0 @(  @l @ C `P    @ <p ,$D, VWhat is Interaction? Correlation? Association? Interdependence? Conversation!? N"?# ? >  "I @ < < ,$D, UExample: Tire Rubber data: Y = Abrasion Loss X1= Hardness X2=Tensile StrengthVV8 @ 0> @,$D, W!Explain with Anova or Regression? H @ 0޽h ? 33___PPT10|+`A:D'  = @B Dg' = @BA?%,( < +O%,( < +DA' =%(D' =%(D' =A@BBBB0B%(D' =1:Bvisible*o3>+#.<*@%(DA' =%(D' =%(D' =A@BBBB0B%(D' =1:Bvisible*o3>+#.<*@&%(DA' =%(D' =%(D' =A@BBBB0B%(D' =1:Bvisible*o3>+#.<*@&4%(DA' =%(D' =%(D' =A@BBBB0B%(D' =1:Bvisible*o3>+#.<*@4F%(DA' =%(D' =%(D' =A@BBBB0B%(D' =1:Bvisible*o3>+#.<*@FW%(DA' =%(D' =%(D' =A@BBBB0B%(D' =1:Bvisible*o3>+#.<*@%(D' =%(D' =%(D8' =A@BB BB0B%(D' =1:Bvisible*o3>+#.<*@%(D' =-g6B fade*<3<*@++0+@ ++0+@ ++0+@ + 0 0xX(  xl x C -P    x <2&1`  PAbrasion.loss = 1204.3 - 10.92*Hardness -3.21*Tensile      !"#$%&'()*+,-./0123456789:;<=>?@ABCDEFGHIJKLMNOPQRSTUVWXYZ[\]^_`abcdefghijklmnoprstuvwxyz{|}~.Strength + .0253 * H.TSQQ @ x 08 x  < 2   x 0<@ P  \Interaction Term not at all significant, yet & / 2/ H x 0޽h ? 33 0 @LI(  Ll L C  P   ` L c $A ??@{- < L 0@:)d Data and co-plot method described in Wm. Cleveland s 1993 text  Visualizing Data RQ L <~0 ,$D, Q Probably Yes!( ( H L 0޽h ? 33~v___PPT10V+[CD'  = @B D' = @BA?%,( < +O%,( < +D' =%(D' =%(D8' =A@BB BB0B%(D' =1:Bvisible*o3>+#.<*L%(D' =-g6B fade*<3<*L+8+0+L + 0 `T@( @ Tl T C P    T 0` 4 Samples of rubber with low tensile strength may still have low abrasion loss if the hardness is great enough. rr1@H T 0޽h ? 33v 0 p0(  r  S P   r  S     <p= 6 8,$D, d$On to Example #4 & $  H  0޽h ? 33~v___PPT10V+o`D'  = @B D' = @BA?%,( < +O%,( < +D' =%(D' =%(D8' =A@BB BB0B%(D' =1:Bvisible*o3>+#.<*%(D' =-g6B fade*<3<*+8+0+р + 0 2*>U`(  `l ` C E   ^B  ` 6D  ^B  ` 6D  R ` s *` @p R ` s * p0 R ` s *` p R ` s *` p R ` s *` ` R ` s * p0 R ` s *pR ` s * 0 R ` s *`  R ` s *`   R ` s *  0 R ` s * R  ` s *`  R "` s * P0 R #` s *` P R $` s * 0 R %` s *`  R &` s * 0 R '` s *`  R (` s * 0 R )` s *R *` s *`  R +` s * 0 0 R ,` s *` 0 R -` s *` R /` s * @ R 0` s * @ R 1` s *  R 2` s * p R 3` s * 0 R 4` s * 0 R 5` s * 0P R 6` s * ` R 7` s * P R 8` s *  R 9` s * p R :` s *  R ;` s * 0 `  R <` s *  R C` s * P R D` s * P  R E` s * R F` s *  R G` s *  R H` s *  @ R I` s *  @  R J` s * R K` s *  R L` s * 0  R M` s * `  ` N` c $A ??@    O` <` V&Old Treatment Response - % Improvement'' P` <` d  V&New Treatment Response - % Improvement''X Q` 0``  R` <P ,$D, SParametric Summary?$   S` <f6 Xn1 = 25 4   T` <Н0  Xn2 = 254   U` <Pi [Independent samples of patients H ` 0޽h ? 33~v___PPT10V+ AD'  = @B D' = @BA?%,( < +O%,( < +D' =%(D' =%(D8' =A@BB BB0B%(D' =1:Bvisible*o3>+#.<*R`%(D' =-g6B fade*<3<*R`+8+0+R`B +  0 bZ( | l  C P    l  C 0     0 P}  < 2  .  0@@ z,$D, < Verbal Report? Difficult to give a useful one. = 2= $ "H  0޽h ? 33 ___PPT10+uUD'  = @B DS' = @BA?%,( < +O%,( < +DA' =%(D' =%(D' =A@BBBB0B%(D' =1:Bvisible*o3>+#.<*%(DA' =%(D' =%(D' =A@BBBB0B%(D' =1:Bvisible*o3>+#.<*=%(+8+0+ + 0 g_?@p(  pr p S C   ^B p 6D  ^B p 6D  R p s *` @p R p s * p0 R p s *` p R p s *` p R  p s *` ` R  p s * p0 R  p s *pR  p s * 0 R  p s *`  R p s *`   R p s *  0 R p s * R p s *`  R p s * P0 R p s *` P R p s * 0 R p s *`  R p s * 0 R p s *`  R p s * 0 R p s *R p s *`  R p s * 0 0 R p s *` 0 R p s *` R p s * @ R p s * @ R  p s *  R !p s * p R "p s * 0 R #p s * 0 R $p s * 0P R %p s * ` R &p s * P R 'p s *  R (p s * p R )p s *  R *p s * 0 `  R +p s *  R ,p s * P R -p s * P  R .p s * R /p s *  R 0p s *  R 1p s *  @ R 2p s *  @  R 3p s * R 4p s *  R 5p s * 0  R 6p s * `  ` 7p c $A ??@    8p <` V&Old Treatment Response - % Improvement'' 9p <` d  V&New Treatment Response - % Improvement''X :p 0``  p <Pi [Independent samples of patients  ?p < =   P Verbal Report?& . ^B @p 6D0 H p 0޽h ? 33 0 h(  hl h C 0P    h <  < }The new treatment has a superior response for most of the patients, but may be inferior for a few patients. i.e. promising!~~  h 0@ ,$D, p:Note: If check for shift in mean equivocal conclusion. ;;  h < ,$D, P Use a Graph!(   B h <DjJP pP ,$D, h 0p `,$D, Need the whole distribution. P      H h 0޽h ? 33d \ ___PPT10< +<Dl '  = @B D' ' = @BA?%,( < +O%,( < +D%' =%(D' =%(D' =A@BBBB0B%(D' =1:Bvisible*o3>+#.<*h%(D' =%(D' =4@BBBB%(D' =1:Bvisible*o3>+#.<*h%(DA' =%(D' =%(D' =A@BBBB0B%(D' =1:Bvisible*o3>+#.<*h%(D' =%(D' =%(D8' =A@BB BB0B%(D' =1:Bvisible*o3>+#.<*h%(D' =-g6B fade*<3<*h++0+h ++0+h ++0+h + 0 $(  r  S  !P   r  S "   H  0޽h ? 33  0   $l[ (  ll l C Q   l l C pR    X l 0@  l 0Wf`R ~H1 10.3 12.2 2 15.4 27.6 .. & . & . ^B l 6D0X l 0@ XB l 0D0 0 XB  l 0D0 ` X  l 0P X  l 0@ p X  l 0 @ X  l 0P XB l 0D` P^B l 6D X l 0@  l <0ip_ TFindings from the Data The data shows that higher Y s are associated with higher x s. But note the predictive assumption of the line shown. It is for predicting Y from X, not the other way round. Clearly, the line is not a fit to the data since two different lines cannot be equally good fits. "+Q  l 0o@ 6Data 2  !l 0Pt  8Graphs 2  "l 0PxPp 7Words 2 ^B #l 6DPP^B $l 6DP 0PH l 0޽h ? 33"$ XP0(  R  3     V  C   @   Many years ago, I was doing some consulting for the BC Dept of the Environment, and my report was criticized with the comment  the first thing you need to do is to construct a model the data . This made me ask the question  Why do we need a model for the data? Year s later when I was teaching a graduate course in Data Analysis, I delved into the book  Visualizing Data by William Cleveland. Here I found my answer. You often do not need a model for the data in order to extract the information from it - furthermore, a focus on the model can distract you from the information. Communication of statistical results is very closely tied with how the information is extracted from the data. I want to argue that model-free analysis and inferences are often the easiest to communicate, and we need to emphasize this in our courses, at all levels. I will argue with examples & H  0޽h ? 33"$ tl (   R  3     r  # X  @    H  0޽h ? 3380___PPT10.xqD"$ 0J( 5 0R 0 3      0 C @)2  @   XDSimple one-variable time-series are often analyzed with graphs (consider the investment industry). What about a two variable relationship? Here is a data set showing an obvious negative association between the variables. Although the line does summarize the data to some extent, and even would allow further analysis of residuals, it does not directly answer the question  Is BMI an adequate proxy for Density? . H 0 0޽h ? 33F"$ 8( 8 8R 8 3      8 C   @   In the region in which the clinical would advise patients of an obesity problem, that is BMI > 30, the % FAT could be as little as 17%, quite acceptable even for athletes. Clearly the BMI is not a good enough indicator of excess body fat in this population, to be useful for clinical purposes. 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