1 s s o t s t s p b a u a u t e u r m r m i n d _ _ _ _ O t i g d d s s b l n e u u y y s e g t m m m m 1 Air Force One 37.132 85.00 1 1 2 2 2 Batman and Robin 42.870 110.00 1 1 2 2 3 Bean 2.255 22.00 0 0 1 1 4 ConAir 24.131 75.00 1 1 2 2 5 Contact 20.584 90.00 1 1 2 2 6 CopLand 13.510 15.00 1 1 2 2 7 Chasing Amy 1.642 0.25 0 0 1 1 8 Conspiracy Theory 19.313 75.00 1 1 2 2 9 Fathers Day 8.767 90.00 1 0 2 1 10 The Devils Advocate 12.170 57.00 1 0 2 1 11 The Devils Own 18.063 80.00 1 0 2 1 12 Face Off 23.387 80.00 1 1 2 2 13 The Fifth Element 17.031 90.00 0 0 1 1 14 The Game 14.337 50.00 0 0 1 1 15 Jane 11.094 50.00 0 1 1 2 16 George of the Jungle 22.878 55.00 0 1 1 2 17 Good Burger 7.058 9.00 0 1 1 2 18 Gross Point Blank 6.870 15.00 0 0 1 1 19 Hercules 21.454 70.00 0 1 1 2 20 Kiss the Girl 13.215 27.00 0 0 1 1 21 The Lost World 92.729 73.00 0 0 1 1 22 Men in Black 84.133 90.00 0 1 1 2 23 Metro 18.734 55.00 0 0 1 1 24 Mimic 7.818 25.00 0 1 1 2 25 The Peace Maker 12.311 50.00 1 0 2 1 26 Private Parts 14.616 20.00 0 0 1 1 27 The Saint 16.278 70.00 1 0 2 1 28 Soul Food 11.197 7.00 0 0 1 1 29 Speed2 16.158 110.00 1 0 2 1 30 Spawn 21.210 40.00 0 1 1 2 31 Volcano 14.581 90.00 0 0 1 1 32 187 2.912 23.00 0 1 1 2 2 The RSQUARE Procedure Model: MODEL1 Dependent Variable: opening R-Square Selection Method Number of Observations Read 32 Number of Observations Used 32 Number in Adjusted Model R-Square R-Square C(p) AIC BIC 1 0.2194 0.1934 4.2205 186.5623 188.5349 1 0.0304 -.0019 12.0222 193.5009 194.6188 1 0.0000 -.0333 13.2757 194.4878 195.4879 -------------------------------------------------------------------- 2 0.2988 0.2504 2.9437 185.1304 187.7416 2 0.2361 0.1834 5.5312 187.8703 189.9591 2 0.0307 -.0361 14.0075 195.4892 196.2082 -------------------------------------------------------------------- 3 0.3216 0.2490 4.0000 186.0696 189.1716 Number in Model R-Square Variables in Model 1 0.2194 budget 1 0.0304 sum_dum 1 0.0000 star_dum ----------------------------------------------- 2 0.2988 budget star_dum 2 0.2361 budget sum_dum 2 0.0307 star_dum sum_dum ----------------------------------------------- 3 0.3216 budget star_dum sum_dum 3 The REG Procedure Model: MODEL1 Dependent Variable: opening Number of Observations Read 32 Number of Observations Used 32 Analysis of Variance Sum of Mean Source DF Squares Square F Value Pr > F Model 2 3679.04040 1839.52020 6.18 0.0058 Error 29 8634.83408 297.75290 Corrected Total 31 12314 Root MSE 17.25552 R-Square 0.2988 Dependent Mean 20.32619 Adj R-Sq 0.2504 Coeff Var 84.89304 Parameter Estimates Parameter Standard Variable DF Estimate Error t Value Pr > |t| Intercept 1 3.32816 6.24441 0.53 0.5981 budget 1 0.39757 0.11310 3.52 0.0015 star_dum 1 -13.15339 7.25930 -1.81 0.0804 4 p r s s r e o t s t s e s p b a u a u d i t e u r m r m i d i n d _ _ _ _ c u O t i g d d s s t a b l n e u u y y e l s e g t m m m m d s 1 Air Force One 37.132 85.00 1 1 2 2 23.9683 13.1637 2 Batman and Robin 42.870 110.00 1 1 2 2 33.9075 8.9625 3 Bean 2.255 22.00 0 0 1 1 12.0747 -9.8197 4 ConAir 24.131 75.00 1 1 2 2 19.9926 4.1384 5 Contact 20.584 90.00 1 1 2 2 25.9561 -5.3721 6 CopLand 13.510 15.00 1 1 2 2 -3.8617 17.3717 7 Chasing Amy 1.642 0.25 0 0 1 1 3.4276 -1.7856 8 Conspiracy Theory 19.313 75.00 1 1 2 2 19.9926 -0.6796 9 Fathers Day 8.767 90.00 1 0 2 1 25.9561 -17.1891 10 The Devils Advocate 12.170 57.00 1 0 2 1 12.8363 -0.6663 11 The Devils Own 18.063 80.00 1 0 2 1 21.9804 -3.9174 12 Face Off 23.387 80.00 1 1 2 2 21.9804 1.4066 13 The Fifth Element 17.031 90.00 0 0 1 1 39.1095 -22.0785 14 The Game 14.337 50.00 0 0 1 1 23.2067 -8.8697 15 Jane 11.094 50.00 0 1 1 2 23.2067 -12.1127 16 George of the Jungle 22.878 55.00 0 1 1 2 25.1945 -2.3165 17 Good Burger 7.058 9.00 0 1 1 2 6.9063 0.1517 18 Gross Point Blank 6.870 15.00 0 0 1 1 9.2917 -2.4217 19 Hercules 21.454 70.00 0 1 1 2 31.1581 -9.7041 20 Kiss the Girl 13.215 27.00 0 0 1 1 14.0626 -0.8476 21 The Lost World 92.729 73.00 0 0 1 1 32.3508 60.3782 22 Men in Black 84.133 90.00 0 1 1 2 39.1095 45.0235 23 Metro 18.734 55.00 0 0 1 1 25.1945 -6.4605 24 Mimic 7.818 25.00 0 1 1 2 13.2674 -5.4494 25 The Peace Maker 12.311 50.00 1 0 2 1 10.0533 2.2577 26 Private Parts 14.616 20.00 0 0 1 1 11.2796 3.3364 27 The Saint 16.278 70.00 1 0 2 1 18.0047 -1.7267 28 Soul Food 11.197 7.00 0 0 1 1 6.1112 5.0858 29 Speed2 16.158 110.00 1 0 2 1 33.9075 -17.7495 30 Spawn 21.210 40.00 0 1 1 2 19.2310 1.9790 31 Volcano 14.581 90.00 0 0 1 1 39.1095 -24.5285 32 187 2.912 23.00 0 1 1 2 12.4723 -9.5603