1          OPTIONS NONOTES NOSTIMER NOSOURCE NOSYNTAXCHECK;
 70         
 71         /* Nasalance.sas */
 72         %include '/home/brunner0/441s20/ReadNasal.sas';
 
 NOTE: One or more variables were converted because the data type is not supported by the V9 engine. For more details, run with 
       options MSGLEVEL=I.
 NOTE: The import data set has 11 observations and 181 variables.
 NOTE: WORK.WIDE data set was successfully created.
 NOTE: PROCEDURE IMPORT used (Total process time):
       real time           0.00 seconds
       user cpu time       0.01 seconds
       system cpu time     0.00 seconds
       memory              2016.65k
       OS Memory           36248.00k
       Timestamp           03/16/2020 02:36:59 PM
       Step Count                        158  Switch Count  4
       Page Faults                       0
       Page Reclaims                     474
       Page Swaps                        0
       Voluntary Context Switches        25
       Involuntary Context Switches      0
       Block Input Operations            0
       Block Output Operations           264
       
 
 
 NOTE: There were 11 observations read from the data set WORK.WIDE.
 NOTE: The data set WORK.LONG1 has 180 observations and 13 variables.
 NOTE: PROCEDURE TRANSPOSE used (Total process time):
       real time           0.00 seconds
       user cpu time       0.00 seconds
       system cpu time     0.00 seconds
       memory              2914.68k
       OS Memory           38064.00k
       Timestamp           03/16/2020 02:36:59 PM
       Step Count                        159  Switch Count  4
       Page Faults                       0
       Page Reclaims                     185
       Page Swaps                        0
       Voluntary Context Switches        20
       Involuntary Context Switches      0
       Block Input Operations            0
       Block Output Operations           528
       
 
 
 NOTE: There were 180 observations read from the data set WORK.LONG1.
 NOTE: The data set WORK.LONG2 has 1800 observations and 30 variables.
 NOTE: DATA statement used (Total process time):
       real time           0.00 seconds
       user cpu time       0.00 seconds
       system cpu time     0.01 seconds
       memory              1553.71k
       OS Memory           36012.00k
       Timestamp           03/16/2020 02:36:59 PM
       Step Count                        160  Switch Count  2
       Page Faults                       0
       Page Reclaims                     95
       Page Swaps                        0
       Voluntary Context Switches        14
       Involuntary Context Switches      0
       Block Input Operations            0
       Block Output Operations           1288
       
 
 
 NOTE: There were 1800 observations read from the data set WORK.LONG2.
 NOTE: The data set WORK.LONG2 has 1800 observations and 6 variables.
 NOTE: DATA statement used (Total process time):
       real time           0.00 seconds
       user cpu time       0.01 seconds
       system cpu time     0.00 seconds
       memory              1513.21k
       OS Memory           36396.00k
       Timestamp           03/16/2020 02:36:59 PM
       Step Count                        161  Switch Count  2
       Page Faults                       0
       Page Reclaims                     193
       Page Swaps                        0
       Voluntary Context Switches        9
       Involuntary Context Switches      0
       Block Input Operations            0
       Block Output Operations           264
       
 
 121        /* Variables in long3 are Participant Condition Feedback Nasalance Time Subject */
 122        
 
 NOTE: There were 1800 observations read from the data set WORK.LONG2.
 NOTE: The data set WORK.LONG3 has 1800 observations and 6 variables.
 NOTE: PROCEDURE SORT used (Total process time):
       real time           0.00 seconds
       user cpu time       0.00 seconds
       system cpu time     0.00 seconds
       memory              1618.71k
       OS Memory           36792.00k
       Timestamp           03/16/2020 02:36:59 PM
       Step Count                        162  Switch Count  2
       Page Faults                       0
       Page Reclaims                     128
       Page Swaps                        0
       Voluntary Context Switches        12
       Involuntary Context Switches      0
       Block Input Operations            0
       Block Output Operations           272
       
 
 123        proc print data=long3(obs=190); /* Just the first 190 lines */
 124        
 
 NOTE: There were 190 observations read from the data set WORK.LONG3.
 NOTE: PROCEDURE PRINT used (Total process time):
       real time           0.28 seconds
       user cpu time       0.28 seconds
       system cpu time     0.00 seconds
       memory              2978.78k
       OS Memory           35752.00k
       Timestamp           03/16/2020 02:36:59 PM
       Step Count                        163  Switch Count  0
       Page Faults                       0
       Page Reclaims                     67
       Page Swaps                        0
       Voluntary Context Switches        0
       Involuntary Context Switches      0
       Block Input Operations            0
       Block Output Operations           128
       
 
 125        proc freq data=long3;
 126             tables participant feedback;
 127        
 
 NOTE: There were 1800 observations read from the data set WORK.LONG3.
 NOTE: PROCEDURE FREQ used (Total process time):
       real time           0.04 seconds
       user cpu time       0.05 seconds
       system cpu time     0.00 seconds
       memory              1278.78k
       OS Memory           36012.00k
       Timestamp           03/16/2020 02:37:00 PM
       Step Count                        164  Switch Count  2
       Page Faults                       0
       Page Reclaims                     132
       Page Swaps                        0
       Voluntary Context Switches        19
       Involuntary Context Switches      0
       Block Input Operations            0
       Block Output Operations           288
       
 
 128        proc means data=long3;
 129             class Feedback; var Nasalance;
 130             output out=meanz mean=AveNasalance;
 131        
 
 NOTE: There were 1800 observations read from the data set WORK.LONG3.
 NOTE: The data set WORK.MEANZ has 22 observations and 4 variables.
 NOTE: PROCEDURE MEANS used (Total process time):
       real time           0.04 seconds
       user cpu time       0.05 seconds
       system cpu time     0.01 seconds
       memory              9260.84k
       OS Memory           44992.00k
       Timestamp           03/16/2020 02:37:00 PM
       Step Count                        165  Switch Count  3
       Page Faults                       0
       Page Reclaims                     2185
       Page Swaps                        0
       Voluntary Context Switches        29
       Involuntary Context Switches      0
       Block Input Operations            0
       Block Output Operations           288
       
 
 132        proc print data = meanz;
 133        
 
 NOTE: There were 22 observations read from the data set WORK.MEANZ.
 NOTE: PROCEDURE PRINT used (Total process time):
       real time           0.03 seconds
       user cpu time       0.03 seconds
       system cpu time     0.00 seconds
       memory              615.00k
       OS Memory           37288.00k
       Timestamp           03/16/2020 02:37:00 PM
       Step Count                        166  Switch Count  0
       Page Faults                       0
       Page Reclaims                     63
       Page Swaps                        0
       Voluntary Context Switches        0
       Involuntary Context Switches      1
       Block Input Operations            0
       Block Output Operations           8
       
 
 134        proc sgplot data=meanz;
 135             title2 'Mean Nasalance as a Function of Feedback';
 136             scatter x=Feedback y=AveNasalance;
 137        
 
 138        proc autoreg data=long3;
 NOTE: PROCEDURE SGPLOT used (Total process time):
       real time           0.14 seconds
       user cpu time       0.06 seconds
       system cpu time     0.01 seconds
       memory              12415.18k
       OS Memory           46248.00k
       Timestamp           03/16/2020 02:37:00 PM
       Step Count                        167  Switch Count  2
       Page Faults                       0
       Page Reclaims                     2798
       Page Swaps                        0
       Voluntary Context Switches        211
       Involuntary Context Switches      0
       Block Input Operations            0
       Block Output Operations           624
       
 NOTE: There were 22 observations read from the data set WORK.MEANZ.
 
 139             title2 'OLS Regression with DW using proc autoreg';
 140             model Nasalance = Feedback /  dwprob;
 141             output out = longer residual  = e;
 142        run;
 
 NOTE: The graph in the PDF(WEB) destination will be rendered as an image due to the use of a gradient contour.
 NOTE: The graph in the PDF(WEB) destination will be rendered as an image due to the use of a surface plot.
 NOTE: The graph in the PDF(WEB) destination will be rendered as an image due to the use of a bivariate histogram.
 NOTE: The data set WORK.LONGER has 1800 observations and 7 variables.
 NOTE: PROCEDURE AUTOREG used (Total process time):
       real time           0.52 seconds
       user cpu time       0.29 seconds
       system cpu time     0.04 seconds
       memory              15061.09k
       OS Memory           61204.00k
       Timestamp           03/16/2020 02:37:00 PM
       Step Count                        168  Switch Count  35
       Page Faults                       0
       Page Reclaims                     13234
       Page Swaps                        0
       Voluntary Context Switches        787
       Involuntary Context Switches      0
       Block Input Operations            0
       Block Output Operations           7088
       
 
 143        
 144        proc mixed cl data=long3;
 145             title2 'CS directly with proc mixed';
 146             /* class Feedback; */
 147             model Nasalance = Feedback;
 148             repeated / type=cs subject=Participant;
 149        
 
 NOTE: 5 observations are not included because of missing values.
 NOTE: Convergence criteria met.
 NOTE: PROCEDURE MIXED used (Total process time):
       real time           0.31 seconds
       user cpu time       0.32 seconds
       system cpu time     0.00 seconds
       memory              1681.28k
       OS Memory           50356.00k
       Timestamp           03/16/2020 02:37:01 PM
       Step Count                        169  Switch Count  3
       Page Faults                       0
       Page Reclaims                     287
       Page Swaps                        0
       Voluntary Context Switches        23
       Involuntary Context Switches      0
       Block Input Operations            0
       Block Output Operations           288
       
 
 150        proc mixed cl data=long3;
 151             title2 'CS random shock per subject with proc mixed';
 152             class Participant;
 153             model Nasalance = Feedback;
 154             random Participant;
 155        
 156        /* The numbers match up PERFECTLY, except of course there is no LR chi-square. */
 157        
 
 NOTE: 5 observations are not included because of missing values.
 NOTE: Convergence criteria met.
 NOTE: PROCEDURE MIXED used (Total process time):
       real time           0.06 seconds
       user cpu time       0.07 seconds
       system cpu time     0.00 seconds
       memory              1069.31k
       OS Memory           49580.00k
       Timestamp           03/16/2020 02:37:01 PM
       Step Count                        170  Switch Count  3
       Page Faults                       0
       Page Reclaims                     146
       Page Swaps                        0
       Voluntary Context Switches        21
       Involuntary Context Switches      1
       Block Input Operations            0
       Block Output Operations           288
       
 
 158        proc mixed cl data=long3;
 159             title2 'Just AR(1) with proc mixed';
 160             model Nasalance = Feedback;
 161             repeated / type=ar(1) subject=Participant;
 162        
 
 NOTE: 5 observations are not included because of missing values.
 NOTE: Convergence criteria met.
 NOTE: PROCEDURE MIXED used (Total process time):
       real time           0.43 seconds
       user cpu time       0.43 seconds
       system cpu time     0.00 seconds
       memory              2014.46k
       OS Memory           50100.00k
       Timestamp           03/16/2020 02:37:01 PM
       Step Count                        171  Switch Count  3
       Page Faults                       0
       Page Reclaims                     291
       Page Swaps                        0
       Voluntary Context Switches        23
       Involuntary Context Switches      2
       Block Input Operations            0
       Block Output Operations           296
       
 
 163        proc mixed cl data=long3;
 164             title2 'Random shock from subject and AR(1) for errors';
 165             class Participant;
 166             model Nasalance = Feedback / solution; /* Solution gives beta-hat */
 167             random Participant;
 168             repeated / type=ar(1) subject=Participant;
 169        run;
 
 NOTE: 5 observations are not included because of missing values.
 NOTE: Convergence criteria met.
 NOTE: PROCEDURE MIXED used (Total process time):
       real time           0.59 seconds
       user cpu time       0.60 seconds
       system cpu time     0.00 seconds
       memory              2291.12k
       OS Memory           50100.00k
       Timestamp           03/16/2020 02:37:02 PM
       Step Count                        172  Switch Count  3
       Page Faults                       0
       Page Reclaims                     278
       Page Swaps                        0
       Voluntary Context Switches        25
       Involuntary Context Switches      2
       Block Input Operations            0
       Block Output Operations           288
       
 
 170        
 171        proc mixed cl data=long3;
 172             title2 'Feedback is class, Random shock from subject, AR(1) for errors';
 173             class Participant Feedback;
 174             model Nasalance = Feedback;
 175             random Participant;
 176             repeated / type=ar(1) subject=Participant;
 177             lsmeans Feedback;
 178        run;
 
 NOTE: 5 observations are not included because of missing values.
 NOTE: Convergence criteria met.
 NOTE: PROCEDURE MIXED used (Total process time):
       real time           0.73 seconds
       user cpu time       0.73 seconds
       system cpu time     0.00 seconds
       memory              3002.56k
       OS Memory           50412.00k
       Timestamp           03/16/2020 02:37:02 PM
       Step Count                        173  Switch Count  3
       Page Faults                       0
       Page Reclaims                     417
       Page Swaps                        0
       Voluntary Context Switches        23
       Involuntary Context Switches      5
       Block Input Operations            0
       Block Output Operations           312
       
 
 179        
 180        quit;
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 195        OPTIONS NONOTES NOSTIMER NOSOURCE NOSYNTAXCHECK;
 206