hello all,   I am running this PROC LOGISTIC:   proc logistic data=expi2 plots=effect ( clband=yes SHOWOBS=NO ) ; model criterion (event= '1') = predictor1 predictor2;   the PLOTS=EFFECT option gives me the plot for predictor1, but not for predictor2.   Is there a way to obtain a plot with both predictors?   I have seen @Rick_SAS  syntax for plotting different groups in the same graph, but I have not found a solution for what I need.   The datafile is attached.   Thanks in advance for any suggestions you may have.   Eman   ... View more

Dear all,   I am importing a .sav file (SPSS format) in SAS, and I am having some issues.   SAS imports the file smoothly (i.e., no errors or warnings), but categorical variables in SPSS are all labelled NUM (numerical variables) in SAS. For instance, a variable INCOME that includes values such as:   "less than $5,000" "$15,000-19,999" "$20,000-29,999" ...   is shown as type = NUM.   In fact, if I ask for a correlation (PROC CORR) between INCOME and another variable that contains only numbers, and it is clearly numerical, SAS computes it.  But what is the meaning? How does SAS turn the values of INCOME into numbers? Is there a way to ask for that info?  And additional issue is that if I use the values that SAS shows when I print a table with PROC FREQ  for the variable INCOME (e.g. "than $5,000") to compute a third variable, SAS does not recognize the values of INCOME.    Thanks for any advice you may have.   Eman     ... View more

Design:   I am interested in assessing how the emotional intensity recorded in videos, changes over time (during the video), depending on the type of video (A vs. B).   I have a total of 203 videos.   The dependent variable is emotional intensity, for which I have 5 measurements, taken at regular intervals.    My specific hypothesis is that the emotion intensity will increase from the beginning of the video until about the middle of it, and then decrease. In other words, a quadratic trend. However, I expect this trend to be more pronounced in one type of video than in the other. Thus, the basic syntax is using PROC GLM would be:   proc glm data=wide; class type; model intensity1-intensity5= genre; repeated intervals 5 (1 2 3 4 5) polynomial/summary printm; means type;   However, I am asked to test the hypothesis treating the variable INTERVALS as a continuous predictor. I have re-organized the data in the long format.    DATA and syntax are attached.   The basic proc mixed model would thus be:   MODEL 1 proc mixed data=datalong; class id type ; model intensity= type | intervals | intervals ;   I have received two types of suggestions to add a REPEATED or a RANDOM factor.   MODEL 2 proc mixed data=datalong; class id type ; model intensity= type | intervals | intervals ; REPEATED / TYPE = vc SUB = id;     MODEL 3 proc mixed data=datalong; class id type ; model intensity= type | intervals | intervals ; RANDOM / TYPE = vc SUB = id;     MODEL 1, 2 and 3, however, produce virtually identical results.   Thoughts?   DATA DATALONG; INPUT ID$ TYPE$ INTERVALS INTENSITY; CARDS; 1 A -1.413516734 -0.649020828 1 A -0.706758367 -1.22358075 1 A 0 1.352921145 1 A 0.706758367 0.500871969 1 A 1.413516734 0.018808464 2 A -1.413516734 -1.266169712 2 A -0.706758367 0.971700973 2 A 0 -0.112375142 2 A 0.706758367 1.027200532 2 A 1.413516734 -0.620356651 3 A -1.413516734 -1.560937174 3 A -0.706758367 1.031723315 3 A 0 0.663046994 3 A 0.706758367 0.091883888 3 A 1.413516734 -0.225717022 4 B -1.413516734 -1.319423504 4 B -0.706758367 1.140810514 4 B 0 0.059537663 4 B 0.706758367 -0.628589792 4 B 1.413516734 0.747665118 5 B -1.413516734 1.137849518 5 B -0.706758367 -0.669917033 5 B 0 0.050520402 5 B 0.706758367 0.770229877 5 B 1.413516734 -1.288682765 6 A -1.413516734 0.461239549 6 A -0.706758367 0.634366686 6 A 0 0.962105976 6 A 0.706758367 -0.61527461 6 A 1.413516734 -1.442437601 7 B -1.413516734 -1.572540346 7 B -0.706758367 0.774956933 7 B 0 0.216181258 7 B 0.706758367 -0.305457477 7 B 1.413516734 0.886859632 8 A -1.413516734 0.740387309 8 A -0.706758367 -0.896557429 8 A 0 -0.546936403 8 A 0.706758367 -0.673554681 8 A 1.413516734 1.376661204 9 B -1.413516734 -0.145695931 9 B -0.706758367 0.975464197 9 B 0 -1.519329145 9 B 0.706758367 0.835256811 9 B 1.413516734 -0.145695931 10 A -1.413516734 -1.021781313 10 A -0.706758367 -0.905008882 10 A 0 -0.086925578 10 A 0.706758367 0.781203054 10 A 1.413516734 1.232512719 11 B -1.413516734 1.242033793 11 B -0.706758367 -0.875904541 11 B 0 -1.160073879 11 B 0.706758367 0.51779833 11 B 1.413516734 0.276146298 12 A -1.413516734 -0.768500659 12 A -0.706758367 -0.884066505 12 A 0 0.356861469 12 A 0.706758367 1.559186052 12 A 1.413516734 -0.263480356 13 B -1.413516734 -0.89982493 13 B -0.706758367 -0.923825546 13 B 0 0.799374645 13 B 0.706758367 1.278065831 13 B 1.413516734 -0.25379 14 B -1.413516734 -1.776132654 14 B -0.706758367 0.408899645 14 B 0 0.501799066 14 B 0.706758367 0.593750534 14 B 1.413516734 0.271683409 15 A -1.413516734 1.539220225 15 A -0.706758367 -0.458170414 15 A 0 -0.964716892 15 A 0.706758367 -0.549814512 15 A 1.413516734 0.433481594 16 B -1.413516734 0.321052768 16 B -0.706758367 -0.642683252 16 B 0 1.43604545 16 B 0.706758367 0.075523291 16 B 1.413516734 -1.189938257 17 A -1.413516734 -1.134751647 17 A -0.706758367 -0.485262609 17 A 0 -0.246074762 17 A 0.706758367 1.514061721 17 A 1.413516734 0.352027297 18 B -1.413516734 -1.409270477 18 B -0.706758367 -0.680288709 18 B 0 0.947605593 18 B 0.706758367 0.546700973 18 B 1.413516734 0.59525262 19 B -1.413516734 -0.091435218 19 B -0.706758367 0.166472909 19 B 0 1.54723158 19 B 0.706758367 -0.454678455 19 B 1.413516734 -1.167590816 20 B -1.413516734 0.266057064 20 B -0.706758367 0.836500601 20 B 0 -0.113988761 20 B 0.706758367 0.673588124 20 B 1.413516734 -1.662157028 21 B -1.413516734 -1.337532168 21 B -0.706758367 -0.385549218 21 B 0 1.247270846 21 B 0.706758367 -0.205646928 21 B 1.413516734 0.681457467 22 B -1.413516734 -0.822686691 22 B -0.706758367 -1.292686346 22 B 0 0.381949087 22 B 0.706758367 0.822642622 22 B 1.413516734 0.910781329 23 A -1.413516734 -1.657960629 23 A -0.706758367 0.024777839 23 A 0 0.298950016 23 A 0.706758367 1.035282758 23 A 1.413516734 0.298950016 24 B -1.413516734 -0.247658323 24 B -0.706758367 -1.614057502 24 B 0 0.752020732 24 B 0.706758367 0.278951774 24 B 1.413516734 0.830743319 25 A -1.413516734 -0.241190546 25 A -0.706758367 -0.102269521 25 A 0 -1.445799746 25 A 0.706758367 1.241260705 25 A 1.413516734 0.547999108 26 A -1.413516734 -1.122265459 26 A -0.706758367 -0.675375759 26 A 0 -0.228242522 26 A 0.706758367 0.712782984 26 A 1.413516734 1.313100756 27 B -1.413516734 -0.8079403 27 B -0.706758367 1.490871229 27 B 0 0.57571436 27 B 0.706758367 -0.607024172 27 B 1.413516734 -0.651621116 28 A -1.413516734 -0.674973988 28 A -0.706758367 -0.085728935 28 A 0 0.977400336 28 A 0.706758367 1.02263988 28 A 1.413516734 -1.239337293 29 B -1.413516734 -1.191021761 29 B -0.706758367 0.51427148 29 B 0 1.340589345 29 B 0.706758367 -0.71887629 29 B 1.413516734 0.055037226 30 B -1.413516734 0.347520833 30 B -0.706758367 0.60946281 30 B 0 0.347520833 30 B 0.706758367 0.473835606 30 B 1.413516734 -1.778340081 31 A -1.413516734 -1.044811468 31 A -0.706758367 -0.487717758 31 A 0 -0.119174727 31 A 0.706758367 1.629666257 31 A 1.413516734 0.022037697 32 B -1.413516734 0.377497667 32 B -0.706758367 1.199257881 32 B 0 0.444011551 32 B 0.706758367 -1.310700011 32 B 1.413516734 -0.710067088 33 B -1.413516734 -1.651339211 33 B -0.706758367 0.597787457 33 B 0 -0.127175749 33 B 0.706758367 0.27216839 33 B 1.413516734 0.908559113 34 B -1.413516734 0.061473535 34 B -0.706758367 1.67256508 34 B 0 -0.236801918 34 B 0.706758367 -0.644184056 34 B 1.413516734 -0.853052642 35 B -1.413516734 -1.354204425 35 B -0.706758367 -0.017152506 35 B 0 0.093354624 35 B 0.706758367 1.45768184 35 B 1.413516734 -0.179679532 36 B -1.413516734 -0.99842569 36 B -0.706758367 -1.180087379 36 B 0 0.693005702 36 B 0.706758367 0.626743021 36 B 1.413516734 0.858764347 37 B -1.413516734 0.048336135 37 B -0.706758367 1.497872157 37 B 0 0.134924676 37 B 0.706758367 -0.438861416 37 B 1.413516734 -1.242271552 38 B -1.413516734 0.035400547 38 B -0.706758367 0.974537095 38 B 0 0.935280584 38 B 0.706758367 -0.596884807 38 B 1.413516734 -1.348333419 39 B -1.413516734 0.087620348 39 B -0.706758367 -0.483005168 39 B 0 1.30593249 39 B 0.706758367 0.449994216 39 B 1.413516734 -1.360541885 40 A -1.413516734 -0.784073 40 A -0.706758367 -1.223691138 40 A 0 0.730061411 40 A 0.706758367 0.119930495 40 A 1.413516734 1.157772232 41 B -1.413516734 -0.350360014 41 B -0.706758367 -1.027540304 41 B 0 1.331151055 41 B 0.706758367 0.747374944 41 B 1.413516734 -0.700625681 42 B -1.413516734 -0.951051299 42 B -0.706758367 1.390401503 42 B 0 -0.786447167 42 B 0.706758367 0.66525357 42 B 1.413516734 -0.318156607 43 B -1.413516734 0.557778933 43 B -0.706758367 -0.619332194 43 B 0 1.413445252 43 B 0.706758367 -0.232281236 43 B 1.413516734 -1.119610755 44 B -1.413516734 -1.644533236 44 B -0.706758367 -0.119318781 44 B 0 0.409288717 44 B 0.706758367 0.990598856 44 B 1.413516734 0.363964445 45 A -1.413516734 1.047673592 45 A -0.706758367 0.822666805 45 A 0 0.181876683 45 A 0.706758367 -1.234342509 45 A 1.413516734 -0.817874571 46 B -1.413516734 -0.11204195 46 B -0.706758367 -0.238523675 46 B 0 -1.449058065 46 B 0.706758367 1.224974164 46 B 1.413516734 0.574649526 47 B -1.413516734 0.767099888 47 B -0.706758367 1.036673856 47 B 0 -0.186993031 47 B 0.706758367 -0.103085902 47 B 1.413516734 -1.513694811 48 A -1.413516734 1.344705303 48 A -0.706758367 -0.423005157 48 A 0 -0.717508256 48 A 0.706758367 -0.961505342 48 A 1.413516734 0.757313452 49 A -1.413516734 -1.704177562 49 A -0.706758367 0.792346949 49 A 0 0.311266676 49 A 0.706758367 0.60910205 49 A 1.413516734 -0.008538114 50 A -1.413516734 -0.434706336 50 A -0.706758367 0.987221013 50 A 0 0.763697404 50 A 0.706758367 0.174655698 50 A 1.413516734 -1.490867779 51 A -1.413516734 -0.764773019 51 A -0.706758367 0.353237072 51 A 0 1.180736729 51 A 0.706758367 -1.279131457 51 A 1.413516734 0.509930675 52 A -1.413516734 -0.390557847 52 A -0.706758367 -0.983770116 52 A 0 -0.347732362 52 A 0.706758367 0.062282001 52 A 1.413516734 1.659778324 53 A -1.413516734 -1.086147455 53 A -0.706758367 1.241344627 53 A 0 -0.848976012 53 A 0.706758367 -0.051809974 53 A 1.413516734 0.745588814 54 B -1.413516734 -0.407976115 54 B -0.706758367 0.540762297 54 B 0 1.252515365 54 B 0.706758367 0.018969455 54 B 1.413516734 -1.404271002 55 B -1.413516734 -0.295718846 55 B -0.706758367 1.737756778 55 B 0 -0.147884565 55 B 0.706758367 -0.517721687 55 B 1.413516734 -0.77643168 56 A -1.413516734 -0.601017706 56 A -0.706758367 0.797676563 56 A 0 -0.601017706 56 A 0.706758367 -0.929084139 56 A 1.413516734 1.333442987 57 B -1.413516734 0.495833311 57 B -0.706758367 0.711015579 57 B 0 0.272004223 57 B 0.706758367 0.280651042 57 B 1.413516734 -1.759504154 58 A -1.413516734 -1.636577989 58 A -0.706758367 0.547101144 58 A 0 0.988667422 58 A 0.706758367 0.19138039 58 A 1.413516734 -0.090570967 59 B -1.413516734 -0.516802394 59 B -0.706758367 -1.327088346 59 B 0 1.322636808 59 B 0.706758367 0.052623542 59 B 1.413516734 0.468630391 60 A -1.413516734 -0.910062825 60 A -0.706758367 -0.673758758 60 A 0 0.656415769 60 A 0.706758367 1.427267217 60 A 1.413516734 -0.499861403 61 B -1.413516734 -1.027894298 61 B -0.706758367 -0.961514298 61 B 0 1.342819983 61 B 0.706758367 0.381258271 61 B 1.413516734 0.265330342 62 B -1.413516734 0.107103769 62 B -0.706758367 1.475482651 62 B 0 -1.063724775 62 B 0.706758367 -0.78161883 62 B 1.413516734 0.262757184 63 A -1.413516734 -0.515915497 63 A -0.706758367 -0.213734385 63 A 0 0.923064784 63 A 0.706758367 -1.283593198 63 A 1.413516734 1.090178297 64 B -1.413516734 -1.329655805 64 B -0.706758367 -0.742270609 64 B 0 0.803819364 64 B 0.706758367 0.97381555 64 B 1.413516734 0.2942915 65 A -1.413516734 1.295806273 65 A -0.706758367 -0.809967287 65 A 0 -0.913356085 65 A 0.706758367 -0.394202931 65 A 1.413516734 0.821720031 66 B -1.413516734 -1.170440296 66 B -0.706758367 -0.305096136 66 B 0 1.027195569 66 B 0.706758367 -0.606898266 66 B 1.413516734 1.055239129 67 B -1.413516734 -1.323346074 67 B -0.706758367 0.485373944 67 B 0 -0.210246217 67 B 0.706758367 1.366600414 67 B 1.413516734 -0.318382066 68 B -1.413516734 -0.748945997 68 B -0.706758367 -0.698681165 68 B 0 0.871584014 68 B 0.706758367 1.294339857 68 B 1.413516734 -0.718296709 69 B -1.413516734 -0.704016665 69 B -0.706758367 -1.330556878 69 B 0 0.266267401 69 B 0.706758367 1.107342785 69 B 1.413516734 0.660963357 70 A -1.413516734 -1.28102959 70 A -0.706758367 -0.403708608 70 A 0 1.329267888 70 A 0.706758367 -0.249962086 70 A 1.413516734 0.605432397 71 B -1.413516734 0.678357874 71 B -0.706758367 0.25848688 71 B 0 0.224206735 71 B 0.706758367 0.591806586 71 B 1.413516734 -1.752858075 72 A -1.413516734 -1.258277415 72 A -0.706758367 0.513227048 72 A 0 1.326728368 72 A 0.706758367 -0.625467999 72 A 1.413516734 0.043789998 73 B -1.413516734 -0.987053622 73 B -0.706758367 1.023156944 73 B 0 -1.128411681 73 B 0.706758367 0.312708984 73 B 1.413516734 0.779599375 74 B -1.413516734 0.215585249 74 B -0.706758367 0.850073553 74 B 0 -0.077777607 74 B 0.706758367 0.67586579 74 B 1.413516734 -1.663746985 75 B -1.413516734 -1.348105226 75 B -0.706758367 -0.194776828 75 B 0 0.90244501 75 B 0.706758367 1.070281015 75 B 1.413516734 -0.429843971 76 B -1.413516734 -0.550179642 76 B -0.706758367 0.674123938 76 B 0 -0.365777137 76 B 0.706758367 1.36184849 76 B 1.413516734 -1.120015649 77 B -1.413516734 0.443103875 77 B -0.706758367 0.63596529 77 B 0 -1.388602188 77 B 0.706758367 -0.688763489 77 B 1.413516734 0.998296512 78 A -1.413516734 -0.86076395 78 A -0.706758367 0.958138475 78 A 0 1.167906948 78 A 0.706758367 -0.929777778 78 A 1.413516734 -0.335503695 79 B -1.413516734 -1.406755519 79 B -0.706758367 -0.553891567 79 B 0 0.204971891 79 B 0.706758367 1.133798406 79 B 1.413516734 0.62187679 80 B -1.413516734 -0.090091966 80 B -0.706758367 1.230988733 80 B 0 -0.248557298 80 B 0.706758367 0.557980299 80 B 1.413516734 -1.450319769 81 B -1.413516734 1.379448423 81 B -0.706758367 -1.029479391 81 B 0 -0.75052555 81 B 0.706758367 0.644002762 81 B 1.413516734 -0.243446245 82 B -1.413516734 -0.560544241 82 B -0.706758367 -0.129863047 82 B 0 -1.260527852 82 B 0.706758367 0.678044204 82 B 1.413516734 1.272890936 83 A -1.413516734 1.080286927 83 A -0.706758367 -1.640838833 83 A 0 0.3137458 83 A 0.706758367 0.046803363 83 A 1.413516734 0.200002743 84 B -1.413516734 -1.212655624 84 B -0.706758367 1.156182523 84 B 0 0.513753617 84 B 0.706758367 0.41331488 84 B 1.413516734 -0.870595396 85 A -1.413516734 -0.638935123 85 A -0.706758367 -1.436867091 85 A 0 0.446515382 85 A 0.706758367 0.830629265 85 A 1.413516734 0.798657567 86 A -1.413516734 -0.636744316 86 A -0.706758367 0.726426614 86 A 0 -0.847946128 86 A 0.706758367 1.394111323 86 A 1.413516734 -0.635847493 87 B -1.413516734 -0.493203747 87 B -0.706758367 0.244787922 87 B 0 0.825729618 87 B 0.706758367 0.90473196 87 B 1.413516734 -1.482045754 88 B -1.413516734 -1.516677871 88 B -0.706758367 -0.535490729 88 B 0 0.757747585 88 B 0.706758367 0.624921138 88 B 1.413516734 0.669499877 89 A -1.413516734 -0.958674158 89 A -0.706758367 0.453207714 89 A 0 -1.050881576 89 A 0.706758367 1.30736441 89 A 1.413516734 0.248983611 90 B -1.413516734 -1.133484495 90 B -0.706758367 0.413278144 90 B 0 1.153610934 90 B 0.706758367 -0.964925561 90 B 1.413516734 0.531520978 91 B -1.413516734 -1.191967603 91 B -0.706758367 1.367660474 91 B 0 0.584414283 91 B 0.706758367 -0.577912827 91 B 1.413516734 -0.182194327 92 B -1.413516734 -0.440378229 92 B -0.706758367 -0.376889886 92 B 0 1.586788799 92 B 0.706758367 0.267175735 92 B 1.413516734 -1.036696418 93 A -1.413516734 -0.549930303 93 A -0.706758367 0.597367599 93 A 0 0.965128905 93 A 0.706758367 0.467526341 93 A 1.413516734 -1.480092541 94 A -1.413516734 1.112948445 94 A -0.706758367 0.066000305 94 A 0 -1.598649949 94 A 0.706758367 0.447793359 94 A 1.413516734 -0.028092159 95 A -1.413516734 0.404534353 95 A -0.706758367 1.180764574 95 A 0 -0.47300049 95 A 0.706758367 0.338225873 95 A 1.413516734 -1.45052431 96 A -1.413516734 -0.713855147 96 A -0.706758367 -0.377876811 96 A 0 -0.18913604 96 A 0.706758367 1.756573795 96 A 1.413516734 -0.475705797 97 A -1.413516734 -0.846463825 97 A -0.706758367 -0.773664276 97 A 0 -0.556657971 97 A 0.706758367 1.142594886 97 A 1.413516734 1.034191186 98 B -1.413516734 0.526122568 98 B -0.706758367 1.304819893 98 B 0 -1.336622864 98 B 0.706758367 -0.0106186 98 B 1.413516734 -0.483700998 99 A -1.413516734 -0.196889714 99 A -0.706758367 1.431960964 99 A 0 0.053789168 99 A 0.706758367 0.089479996 99 A 1.413516734 -1.378340413 100 B -1.413516734 0.621378184 100 B -0.706758367 0.054566404 100 B 0 -1.439090988 100 B 0.706758367 -0.408595319 100 B 1.413516734 1.171741719 101 B -1.413516734 -1.551472906 101 B -0.706758367 1.109624323 101 B 0 -0.163178482 101 B 0.706758367 0.02682386 101 B 1.413516734 0.578203206 102 B -1.413516734 -1.160215278 102 B -0.706758367 -0.082986892 102 B 0 1.600493041 102 B 0.706758367 -0.282586104 102 B 1.413516734 -0.074704767 103 B -1.413516734 -0.464371569 103 B -0.706758367 0.856140684 103 B 0 -1.3618594 103 B 0.706758367 -0.117525836 103 B 1.413516734 1.087616121 104 B -1.413516734 -1.060445275 104 B -0.706758367 0.541098291 104 B 0 0.77578344 104 B 0.706758367 0.858683156 104 B 1.413516734 -1.115119612 105 A -1.413516734 -1.131330538 105 A -0.706758367 -0.66411366 105 A 0 0.673679894 105 A 0.706758367 1.334193888 105 A 1.413516734 -0.212429585 106 A -1.413516734 -0.024363999 106 A -0.706758367 -1.545156981 106 A 0 0.901027645 106 A 0.706758367 0.871184193 106 A 1.413516734 -0.202690858 107 B -1.413516734 -1.234569059 107 B -0.706758367 1.218282127 107 B 0 -0.799433259 107 B 0.706758367 0.308274337 107 B 1.413516734 0.507445854 108 A -1.413516734 0.815379207 108 A -0.706758367 1.125980772 108 A 0 -1.378870563 108 A 0.706758367 -0.343865991 108 A 1.413516734 -0.218623425 109 A -1.413516734 -1.054422407 109 A -0.706758367 0.805772044 109 A 0 0.274585266 109 A 0.706758367 -1.05296539 109 A 1.413516734 1.027030487 110 A -1.413516734 -1.619160212 110 A -0.706758367 -0.005113082 110 A 0 1.016449079 110 A 0.706758367 0.587108326 110 A 1.413516734 0.020715889 111 A -1.413516734 -1.620616694 111 A -0.706758367 0.662940431 111 A 0 -0.203646713 111 A 0.706758367 0.250279886 111 A 1.413516734 0.91104309 112 B -1.413516734 1.159341266 112 B -0.706758367 0.347327518 112 B 0 -0.989521627 112 B 0.706758367 -1.101905596 112 B 1.413516734 0.584758439 113 B -1.413516734 -0.091725089 113 B -0.706758367 0.974739683 113 B 0 -1.005452874 113 B 0.706758367 1.066962152 113 B 1.413516734 -0.944523872 114 A -1.413516734 -0.845637362 114 A -0.706758367 0.420142769 114 A 0 0.293712054 114 A 0.706758367 1.293373941 114 A 1.413516734 -1.161591402 115 A -1.413516734 -1.417334273 115 A -0.706758367 0.745189874 115 A 0 1.006205061 115 A 0.706758367 0.261693777 115 A 1.413516734 -0.595754439 116 A -1.413516734 0.48083009 116 A -0.706758367 -1.786741632 116 A 0 0.493370708 116 A 0.706758367 0.44389227 116 A 1.413516734 0.368648563 117 A -1.413516734 -0.957937548 117 A -0.706758367 0.773626794 117 A 0 1.341922118 117 A 0.706758367 -0.497965615 117 A 1.413516734 -0.659645749 118 B -1.413516734 -0.378855452 118 B -0.706758367 0.160210359 118 B 0 0.421657277 118 B 0.706758367 1.246158435 118 B 1.413516734 -1.449170619 119 A -1.413516734 0.603279023 119 A -0.706758367 -0.768297163 119 A 0 -1.058846091 119 A 0.706758367 1.37864491 119 A 1.413516734 -0.154780679 120 B -1.413516734 0.160343128 120 B -0.706758367 -1.628183698 120 B 0 0.29587907 120 B 0.706758367 1.109916158 120 B 1.413516734 0.062045343 121 A -1.413516734 -1.528516703 121 A -0.706758367 -0.179809425 121 A 0 0.08545182 121 A 0.706758367 1.203318983 121 A 1.413516734 0.419555325 122 A -1.413516734 -0.663130888 122 A -0.706758367 -0.259878866 122 A 0 1.277909984 122 A 0.706758367 0.770360359 122 A 1.413516734 -1.125260589 123 A -1.413516734 -0.943387146 123 A -0.706758367 0.185141818 123 A 0 1.375782875 123 A 0.706758367 0.395606258 123 A 1.413516734 -1.013143805 124 A -1.413516734 0.099643368 124 A -0.706758367 1.361162151 124 A 0 -0.713250194 124 A 0.706758367 -1.195106913 124 A 1.413516734 0.447551588 125 A -1.413516734 0.442619289 125 A -0.706758367 -0.412297131 125 A 0 -0.346493835 125 A 0.706758367 1.474151756 125 A 1.413516734 -1.15798008 126 A -1.413516734 -0.763737187 126 A -0.706758367 0.803184158 126 A 0 -0.763737187 126 A 0.706758367 1.343472798 126 A 1.413516734 -0.619182582 127 B -1.413516734 1.361127274 127 B -0.706758367 0.757633833 127 B 0 -0.695287969 127 B 0.706758367 -0.90764506 127 B 1.413516734 -0.515828078 128 B -1.413516734 1.180139021 128 B -0.706758367 -0.417615973 128 B 0 0.924967609 128 B 0.706758367 -0.566715229 128 B 1.413516734 -1.120775429 129 B -1.413516734 1.196829163 129 B -0.706758367 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143 B -0.706758367 0.708220713 143 B 0 0.443194854 143 B 0.706758367 0.996980231 143 B 1.413516734 -1.084919683 144 A -1.413516734 -0.192526036 144 A -0.706758367 -0.43722146 144 A 0 0.314362284 144 A 0.706758367 -1.188266821 144 A 1.413516734 1.503652034 145 A -1.413516734 -0.670977771 145 A -0.706758367 -0.70496854 145 A 0 1.192916019 145 A 0.706758367 -0.806540954 145 A 1.413516734 0.989571245 146 A -1.413516734 -0.797892868 146 A -0.706758367 1.254428106 146 A 0 -0.003167384 146 A 0.706758367 -1.145105361 146 A 1.413516734 0.691737508 147 A -1.413516734 0.989514659 147 A -0.706758367 -1.032172592 147 A 0 0.829962371 147 A 0.706758367 -1.085287528 147 A 1.413516734 0.29798309 148 B -1.413516734 -1.425758762 148 B -0.706758367 0.372148508 148 B 0 0.692584311 148 B 0.706758367 0.981722853 148 B 1.413516734 -0.62069691 149 B -1.413516734 -0.841761495 149 B -0.706758367 -0.918604508 149 B 0 -0.380290285 149 B 0.706758367 1.147067873 149 B 1.413516734 0.993588415 150 A -1.413516734 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164 A -1.413516734 -1.187821105 164 A -0.706758367 0.034524868 164 A 0 -0.669689274 164 A 0.706758367 0.422735531 164 A 1.413516734 1.400249979 165 B -1.413516734 -1.00777335 165 B -0.706758367 0.331238269 165 B 0 -1.109978102 165 B 0.706758367 1.046240286 165 B 1.413516734 0.740272897 166 A -1.413516734 1.557852371 166 A -0.706758367 0.023527379 166 A 0 0.112219755 166 A 0.706758367 -0.595991522 166 A 1.413516734 -1.097607983 167 B -1.413516734 -1.61780722 167 B -0.706758367 0.492292231 167 B 0 0.64301362 167 B 0.706758367 0.793735009 167 B 1.413516734 -0.31123364 168 A -1.413516734 0.75158832 168 A -0.706758367 -0.326071264 168 A 0 -0.509313013 168 A 0.706758367 1.280017904 168 A 1.413516734 -1.196221948 169 A -1.413516734 -0.545199417 169 A -0.706758367 0.675555295 169 A 0 0.939947231 169 A 0.706758367 -1.48122435 169 A 1.413516734 0.410921241 170 A -1.413516734 -0.226959399 170 A -0.706758367 -0.78493118 170 A 0 -1.06548819 170 A 0.706758367 1.178967889 170 A 1.413516734 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1.413516734 -0.466317315 178 A -1.413516734 1.306616934 178 A -0.706758367 -0.141240936 178 A 0 0.658990285 178 A 0.706758367 -1.207461674 178 A 1.413516734 -0.616904609 179 B -1.413516734 -0.252780166 179 B -0.706758367 -0.509571878 179 B 0 0.261858927 179 B 0.706758367 -1.069340861 179 B 1.413516734 1.569833977 180 B -1.413516734 -1.223053049 180 B -0.706758367 -0.656031573 180 B 0 0.133515145 180 B 0.706758367 1.388745552 180 B 1.413516734 0.356823925 181 A -1.413516734 -0.000448432 181 A -0.706758367 -1.413851411 181 A 0 0.202186974 181 A 0.706758367 1.388851303 181 A 1.413516734 -0.176738433 182 A -1.413516734 -0.11139156 182 A -0.706758367 0.680528728 182 A 0 -1.483269312 182 A 0.706758367 -0.216196852 182 A 1.413516734 1.130328997 183 A -1.413516734 0.944051259 183 A -0.706758367 -0.024956162 183 A 0 1.066361163 183 A 0.706758367 -0.99272813 183 A 1.413516734 -0.99272813 184 B -1.413516734 0.477380517 184 B -0.706758367 -1.007011638 184 B 0 1.466975288 184 B 0.706758367 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0.706758367 0.756684873 191 B 1.413516734 0.009751566 192 A -1.413516734 -1.444881211 192 A -0.706758367 0.599860809 192 A 0 0.083046372 192 A 0.706758367 -0.411252339 192 A 1.413516734 1.173226368 193 B -1.413516734 1.266645776 193 B -0.706758367 -0.196466949 193 B 0 0.766522033 193 B 0.706758367 -0.714981105 193 B 1.413516734 -1.121719755 194 B -1.413516734 0.312967621 194 B -0.706758367 1.500970465 194 B 0 -0.41613842 194 B 0.706758367 -0.199377165 194 B 1.413516734 -1.198422502 195 A -1.413516734 -1.594113418 195 A -0.706758367 -0.346177672 195 A 0 0.871188333 195 A 0.706758367 0.59975861 195 A 1.413516734 0.469344147 196 A -1.413516734 -0.593607517 196 A -0.706758367 -1.355998566 196 A 0 0.395391053 196 A 0.706758367 0.30552945 196 A 1.413516734 1.248685579 197 B -1.413516734 -0.579883566 197 B -0.706758367 0.186117663 197 B 0 1.659196951 197 B 0.706758367 -0.43841823 197 B 1.413516734 -0.827012817 198 A -1.413516734 -1.377697005 198 A -0.706758367 0.770389881 198 A 0 0.676948101 198 A 0.706758367 -0.758618364 198 A 1.413516734 0.688977388 199 B -1.413516734 -1.296625302 199 B -0.706758367 1.387899133 199 B 0 0.405631642 199 B 0.706758367 -0.019865481 199 B 1.413516734 -0.477039992 200 A -1.413516734 0.807173334 200 A -0.706758367 0.308765242 200 A 0 -0.372138355 200 A 0.706758367 0.819323818 200 A 1.413516734 -1.563124039 201 A -1.413516734 -0.179785369 201 A -0.706758367 0.948723514 201 A 0 -1.538622494 201 A 0.706758367 -0.064621249 201 A 1.413516734 0.834305598 202 B -1.413516734 1.59213763 202 B -0.706758367 -0.285683879 202 B 0 -1.02066536 202 B 0.706758367 0.244976408 202 B 1.413516734 -0.530764799 203 A -1.413516734 1.59213763 203 A -0.706758367 -0.285683879 203 A 0 -1.02066536 203 A 0.706758367 0.244976408 203 A 1.413516734 -0.530764799 ; proc mixed data=datalong; TITLE 'MODEL 1'; class id type ; model intensity= type | intervals | intervals ; proc mixed data=datalong; TITLE 'MODEL 2'; class id type ; model intensity= type | intervals | intervals ; REPEATED / TYPE = vc SUB = id; proc mixed data=datalong; TITLE 'MODEL 3'; class id type ; model intensity= type | intervals | intervals ; Random intercept /SUB=id; ... 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hello all,  I have the following model   PROC MIXED; CLASS A B; MODEL DV = A B A*B;   A and B both have two levels, so it is a classic 2x2. There is a significant interaction, and the pattern of means shows that it is basically one of the four means that differs from the three others. Can I:   1. use contrast or lsmestimate to test that it is indeed the case, and 2. that this specific contrast, which takes the form of 1 1 1 vs -3, accounts for all the variance in the interaction?   I remember learning this in graduate school, but it was 25 years ago...   Thank you in advance.   Eman ... View more