The SAS System The GLM Procedure Number of observations 315 The SAS System The GLM Procedure Dependent Variable: weight Sum of Source DF Squares Mean Square F Value Pr > F Model 5 2907234.751 581446.950 40406.4 <.0001 Error 309 4446.505 14.390 Corrected Total 314 2911681.256 R-Square Coeff Var Root MSE weight Mean 0.998473 0.144011 3.793413 2634.119 Source DF Type I SS Mean Square F Value Pr > F temp 1 243432.578 243432.578 16916.8 <.0001 dilute 1 2553034.834 2553034.834 177417 <.0001 temp*dilute 1 562.953 562.953 39.12 <.0001 temp*temp 1 59.785 59.785 4.15 0.0424 dilute*dilute 1 110144.600 110144.600 7654.25 <.0001 Source DF Type III SS Mean Square F Value Pr > F temp 1 4648.0855 4648.0855 323.01 <.0001 dilute 1 319402.5367 319402.5367 22196.2 <.0001 temp*dilute 1 562.9534 562.9534 39.12 <.0001 temp*temp 1 59.7852 59.7852 4.15 0.0424 dilute*dilute 1 110144.6003 110144.6003 7654.25 <.0001 Standard Parameter Estimate Error t Value Pr > |t| Intercept 2535.548206 2.37431098 1067.91 <.0001 temp -1.252453 0.06968743 -17.97 <.0001 dilute 5.129163 0.03442766 148.98 <.0001 temp*dilute 0.002044 0.00032679 6.25 <.0001 temp*temp -0.001051 0.00051553 -2.04 0.0424 dilute*dilute -0.022885 0.00026158 -87.49 <.0001 The SAS System The UNIVARIATE Procedure Variable: e Moments N 315 Sum Weights 315 Mean 0 Sum Observations 0 Std Deviation 3.76308967 Variance 14.1608439 Skewness -0.4687875 Kurtosis -0.1676088 Uncorrected SS 4446.50498 Corrected SS 4446.50498 Coeff Variation . Std Error Mean 0.21202608 Basic Statistical Measures Location Variability Mean 0.000000 Std Deviation 3.76309 Median 0.398712 Variance 14.16084 Mode . Range 15.83651 Interquartile Range 5.87894 Tests for Location: Mu0=0 Test -Statistic- -----p Value------ Student's t t 0 Pr > |t| 1.0000 Sign M 7.5 Pr >= |M| 0.4303 Signed Rank S 1630 Pr >= |S| 0.3144 Tests for Normality Test --Statistic--- -----p Value------ Shapiro-Wilk W 0.941203 Pr < W <0.0001 Kolmogorov-Smirnov D 0.090226 Pr > D <0.0100 Cramer-von Mises W-Sq 0.644409 Pr > W-Sq <0.0050 Anderson-Darling A-Sq 4.823315 Pr > A-Sq <0.0050 Quantiles (Definition 5) Quantile Estimate 100% Max 6.078332 99% 6.035332 95% 5.115542 90% 4.720670 75% Q3 2.944798 50% Median 0.398712 The SAS System The UNIVARIATE Procedure Variable: e Quantiles (Definition 5) Quantile Estimate 25% Q1 -2.934139 10% -3.915557 5% -4.206792 1% -9.644651 0% Min -9.758180 Extreme Observations ------Lowest----- -----Highest----- Value Obs Value Obs -9.75818 67 5.94713 185 -9.70891 1 6.03533 175 -9.65917 78 6.03774 215 -9.64465 56 6.05146 195 -9.63514 12 6.07833 205 The SAS System Obs temp dilute weight dilute0 yhat e 1 30 0 2487.32 1 2497.03 -9.70891 2 30 5 2519.98 0 2522.41 -2.42919 3 30 10 2549.59 0 2546.65 2.94480 4 30 15 2573.86 0 2569.74 4.12304 5 30 20 2596.65 0 2591.68 4.96555 6 30 25 2617.24 0 2612.49 4.75232 7 30 30 2636.16 0 2632.15 4.01336 8 30 35 2653.54 0 2650.66 2.87865 9 30 40 2669.64 0 2668.03 1.60821 10 30 45 2684.63 0 2684.26 0.37203 11 30 50 2698.41 0 2699.34 -0.92989 12 35 0 2480.79 1 2490.43 -9.63514 13 35 5 2513.48 0 2515.86 -2.37651 14 35 10 2541.96 0 2540.14 1.81637 15 35 15 2567.34 0 2563.29 4.05352 16 35 20 2590.15 0 2585.29 4.86493 17 35 25 2610.80 0 2606.14 4.66060 18 35 30 2629.77 0 2625.85 3.92053 19 35 35 2647.30 0 2644.42 2.88473 20 35 40 2663.48 0 2661.84 1.64319 21 35 45 2678.43 0 2678.11 0.31591 22 35 50 2692.32 0 2693.25 -0.92711 23 40 0 2474.18 1 2483.77 -9.58882 24 40 5 2506.98 0 2509.25 -2.27130 25 40 10 2535.52 0 2533.59 1.93049 26 40 15 2560.83 0 2556.78 4.04653 27 40 20 2583.70 0 2578.83 4.86684 28 40 25 2604.50 0 2599.74 4.76142 29 40 30 2623.42 0 2619.50 3.92025 30 40 35 2641.02 0 2638.12 2.90335 31 40 40 2657.35 0 2655.59 1.76071 32 40 45 2672.37 0 2671.92 0.45233 33 40 50 2686.37 0 2687.10 -0.73179 34 45 0 2467.52 1 2477.06 -9.53997 35 45 5 2500.33 0 2502.59 -2.26355 36 45 10 2528.90 0 2526.98 1.91714 37 45 15 2554.24 0 2550.23 4.01209 38 45 20 2577.16 0 2572.33 4.83130 39 45 25 2597.99 0 2593.29 4.70477 40 45 30 2617.04 0 2613.10 3.94251 41 45 35 2634.68 0 2631.77 2.91451 42 45 40 2650.96 0 2649.29 1.67077 43 45 45 2666.13 0 2665.67 0.46129 44 45 50 2680.25 0 2680.90 -0.65393 45 50 0 2460.77 1 2470.30 -9.52858 46 50 5 2493.48 0 2495.88 -2.40326 47 50 10 2522.10 0 2520.32 1.77633 48 50 15 2547.61 0 2543.62 3.99018 49 50 20 2570.64 0 2565.77 4.86830 50 50 25 2591.50 0 2586.78 4.72067 The SAS System Obs temp dilute weight dilute0 yhat e 51 50 30 2610.59 0 2606.64 3.94731 52 50 35 2628.26 0 2625.36 2.89821 53 50 40 2644.68 0 2642.94 1.74337 54 50 45 2659.95 0 2659.37 0.58279 55 50 50 2674.04 0 2674.65 -0.61352 56 55 0 2453.84 1 2463.48 -9.64465 57 55 5 2486.51 0 2489.12 -2.61042 58 55 10 2515.30 0 2513.61 1.68807 59 55 15 2540.88 0 2536.96 3.92082 60 55 20 2563.94 0 2559.16 4.77783 61 55 25 2584.79 0 2580.22 4.56911 62 55 30 2604.07 0 2600.14 3.93464 63 55 35 2621.77 0 2618.91 2.86444 64 55 40 2638.25 0 2636.53 1.71851 65 55 45 2653.55 0 2653.01 0.53683 66 55 50 2667.72 0 2668.35 -0.63058 67 60 0 2446.86 1 2456.62 -9.75818 68 60 5 2479.75 0 2482.31 -2.55505 69 60 10 2508.60 0 2506.85 1.75234 70 60 15 2534.19 0 2530.25 3.94399 71 60 20 2557.23 0 2552.50 4.72991 72 60 25 2578.22 0 2573.61 4.61008 73 60 30 2597.50 0 2593.58 3.92452 74 60 35 2615.26 0 2612.40 2.86322 75 60 40 2631.82 0 2630.07 1.74619 76 60 45 2647.20 0 2646.61 0.59341 77 60 50 2661.45 0 2662.00 -0.54510 78 65 0 2440.04 1 2449.70 -9.65917 79 65 5 2472.97 0 2475.44 -2.46714 80 65 10 2501.87 0 2500.03 1.83915 81 65 15 2527.51 0 2523.48 4.02970 82 65 20 2550.56 0 2545.79 4.77452 83 65 25 2571.48 0 2566.95 4.53360 84 65 30 2590.86 0 2586.96 3.89694 85 65 35 2608.72 0 2605.84 2.88454 86 65 40 2625.41 0 2623.56 1.84640 87 65 45 2640.80 0 2640.15 0.65253 88 65 50 2655.09 0 2655.59 -0.49708 89 70 0 2433.37 1 2442.73 -9.35762 90 70 5 2466.28 0 2468.52 -2.23669 91 70 10 2495.00 0 2493.16 1.83850 92 70 15 2520.65 0 2516.66 3.98796 93 70 20 2543.84 0 2539.02 4.82167 94 70 25 2564.89 0 2560.23 4.65965 95 70 30 2584.23 0 2580.30 3.93189 96 70 35 2602.14 0 2599.22 2.91840 97 70 40 2618.89 0 2617.00 1.88916 98 70 45 2634.30 0 2633.64 0.66419 99 70 50 2648.65 0 2649.13 -0.47652 100 75 0 2426.47 1 2435.70 -9.23353 The SAS System Obs temp dilute weight dilute0 yhat e 101 75 5 2459.18 0 2461.54 -2.36370 102 75 10 2488.03 0 2486.24 1.79040 103 75 15 2513.63 0 2509.79 3.83875 104 75 20 2536.91 0 2532.20 4.71137 105 75 25 2558.14 0 2553.46 4.67825 106 75 30 2577.47 0 2573.58 3.88939 107 75 35 2595.43 0 2592.56 2.87479 108 75 40 2612.20 0 2610.39 1.81446 109 75 45 2627.78 0 2627.07 0.70839 110 75 50 2642.17 0 2642.61 -0.44342 111 80 0 2419.18 1 2428.63 -9.44690 112 80 5 2451.95 0 2454.52 -2.56817 113 80 10 2480.83 0 2479.27 1.56483 114 80 15 2506.61 0 2502.87 3.74208 115 80 20 2529.85 0 2525.33 4.52360 116 80 25 2551.10 0 2546.64 4.45938 117 80 30 2570.52 0 2566.81 3.70943 118 80 35 2588.61 0 2585.84 2.77373 119 80 40 2605.32 0 2603.72 1.60230 120 80 45 2621.03 0 2620.45 0.57513 121 80 50 2635.47 0 2636.05 -0.57778 122 85 0 2412.02 1 2421.50 -9.47773 123 85 5 2444.80 0 2447.44 -2.64010 124 85 10 2473.68 0 2472.24 1.44180 125 85 15 2499.59 0 2495.89 3.69796 126 85 20 2523.08 0 2518.40 4.67838 127 85 25 2544.41 0 2539.77 4.64306 128 85 30 2563.80 0 2559.99 3.81200 129 85 35 2581.91 0 2579.06 2.84521 130 85 40 2598.76 0 2597.00 1.76268 131 85 45 2614.48 0 2613.79 0.69441 132 85 50 2628.87 0 2629.43 -0.55960 133 90 0 2404.92 1 2414.32 -9.39602 134 90 5 2437.72 0 2440.31 -2.58949 135 90 10 2466.64 0 2465.16 1.48131 136 90 15 2492.62 0 2488.86 3.75637 137 90 20 2516.20 0 2511.42 4.77569 138 90 25 2537.57 0 2532.84 4.72927 139 90 30 2556.95 0 2553.11 3.83712 140 90 35 2575.20 0 2572.24 2.95922 141 90 40 2592.17 0 2590.22 1.94559 142 90 45 2607.86 0 2607.06 0.79623 143 90 50 2622.30 0 2622.76 -0.45888 144 95 0 2397.75 1 2407.08 -9.33177 145 95 5 2430.56 0 2433.13 -2.56634 146 95 10 2459.51 0 2458.03 1.48336 147 95 15 2485.51 0 2481.78 3.72732 148 95 20 2509.51 0 2504.39 5.11554 149 95 25 2530.51 0 2525.86 4.64803 150 95 30 2549.95 0 2546.19 3.76477 The SAS System Obs temp dilute weight dilute0 yhat e 151 95 35 2568.18 0 2565.36 2.81578 152 95 40 2585.12 0 2583.40 1.72105 153 95 45 2601.12 0 2600.29 0.83058 154 95 50 2615.70 0 2616.04 -0.33562 155 100 0 2390.64 1 2399.79 -9.15499 156 100 5 2423.53 0 2425.89 -2.36065 157 100 10 2452.63 0 2450.84 1.78795 158 100 15 2478.59 0 2474.65 3.94081 159 100 20 2502.15 0 2497.31 4.83793 160 100 25 2523.59 0 2518.83 4.75932 161 100 30 2543.08 0 2539.21 3.87497 162 100 35 2561.28 0 2558.44 2.84488 163 100 40 2578.37 0 2576.52 1.84905 164 100 45 2594.45 0 2593.46 0.98748 165 100 50 2609.11 0 2609.26 -0.14982 166 30 55 2711.19 0 2713.28 -2.08755 167 30 60 2723.00 0 2726.07 -3.07095 168 30 65 2733.84 0 2737.72 -3.88008 169 30 70 2744.19 0 2748.22 -4.03495 170 30 75 2753.67 0 2757.59 -3.91556 171 30 80 2762.61 0 2765.80 -3.19190 172 30 85 2771.26 0 2772.87 -1.61399 173 30 90 2779.21 0 2778.80 0.40819 174 30 95 2786.47 0 2783.59 2.88463 175 30 100 2793.26 0 2787.22 6.03533 176 35 55 2705.08 0 2707.24 -2.15587 177 35 60 2716.96 0 2720.08 -3.12036 178 35 65 2727.78 0 2731.78 -4.00059 179 35 70 2738.24 0 2742.34 -4.09656 180 35 75 2747.90 0 2751.75 -3.84827 181 35 80 2756.97 0 2760.02 -3.04571 182 35 85 2765.47 0 2767.14 -1.66890 183 35 90 2773.53 0 2773.12 0.41218 184 35 95 2780.75 0 2777.95 2.79752 185 35 100 2787.59 0 2781.64 5.94713 186 40 55 2699.09 0 2701.14 -2.05164 187 40 60 2711.02 0 2714.04 -3.01724 188 40 65 2721.90 0 2725.79 -3.88857 189 40 70 2732.45 0 2736.40 -3.94564 190 40 75 2742.18 0 2745.86 -3.67844 191 40 80 2751.35 0 2754.18 -2.82699 192 40 85 2759.85 0 2761.35 -1.50127 193 40 90 2767.78 0 2767.38 0.39871 194 40 95 2775.15 0 2772.27 2.88295 195 40 100 2782.06 0 2776.01 6.05146 196 45 55 2692.97 0 2694.99 -2.02488 197 45 60 2704.82 0 2707.94 -3.12157 198 45 65 2715.98 0 2719.74 -3.76400 199 45 70 2726.38 0 2730.40 -4.02217 200 45 75 2736.21 0 2739.92 -3.70607 The SAS System Obs temp dilute weight dilute0 yhat e 201 45 80 2745.47 0 2748.29 -2.81572 202 45 85 2754.13 0 2755.51 -1.38110 203 45 90 2762.03 0 2761.59 0.43778 204 45 95 2769.55 0 2766.53 3.02093 205 45 100 2776.40 0 2770.32 6.07833 206 50 55 2686.81 0 2688.80 -1.98558 207 50 60 2698.63 0 2701.79 -3.16337 208 50 65 2709.92 0 2713.65 -3.72690 209 50 70 2720.37 0 2724.36 -3.98616 210 50 75 2730.27 0 2733.92 -3.65117 211 50 80 2739.52 0 2742.34 -2.82191 212 50 85 2748.22 0 2749.62 -1.39839 213 50 90 2756.25 0 2755.75 0.49939 214 50 95 2763.67 0 2760.74 2.93144 215 50 100 2770.62 0 2764.58 6.03774 216 55 55 2680.57 0 2682.54 -1.97373 217 55 60 2692.44 0 2695.59 -3.15262 218 55 65 2703.67 0 2707.50 -3.82725 219 55 70 2714.27 0 2718.26 -3.98762 220 55 75 2724.20 0 2727.87 -3.67372 221 55 80 2733.47 0 2736.35 -2.87556 222 55 85 2742.25 0 2743.67 -1.42314 223 55 90 2750.32 0 2749.86 0.46354 224 55 95 2757.82 0 2754.90 2.92449 225 55 100 2764.72 0 2758.79 5.92970 226 60 55 2674.31 0 2676.24 -1.92935 227 60 60 2686.16 0 2689.34 -3.17934 228 60 65 2697.44 0 2701.30 -3.85507 229 60 70 2708.18 0 2712.11 -3.92653 230 60 75 2718.26 0 2721.77 -3.51373 231 60 80 2727.56 0 2730.30 -2.73667 232 60 85 2736.26 0 2737.68 -1.41535 233 60 90 2744.32 0 2743.91 0.41023 234 60 95 2751.87 0 2749.00 2.87008 235 60 100 2758.82 0 2752.95 5.87419 236 65 55 2667.97 0 2669.88 -1.91243 237 65 60 2680.00 0 2683.03 -3.03352 238 65 65 2691.22 0 2695.04 -3.82034 239 65 70 2701.99 0 2705.90 -3.91291 240 65 75 2712.06 0 2715.62 -3.56121 241 65 80 2721.47 0 2724.20 -2.72525 242 65 85 2730.27 0 2731.63 -1.35502 243 65 90 2738.35 0 2737.91 0.43946 244 65 95 2745.93 0 2743.05 2.87821 245 65 100 2752.82 0 2747.05 5.77122 246 70 55 2661.67 0 2663.47 -1.80297 247 70 60 2673.68 0 2676.68 -2.99515 248 70 65 2685.02 0 2688.73 -3.71308 249 70 70 2695.66 0 2699.65 -3.98674 250 70 75 2705.87 0 2709.42 -3.54614 The SAS System Obs temp dilute weight dilute0 yhat e 251 70 80 2715.40 0 2718.04 -2.64128 252 70 85 2724.22 0 2725.52 -1.30215 253 70 90 2732.42 0 2731.86 0.56123 254 70 95 2740.00 0 2737.05 2.94888 255 70 100 2746.88 0 2741.10 5.78079 256 75 55 2655.19 0 2657.01 -1.82097 257 75 60 2667.32 0 2670.26 -2.94425 258 75 65 2678.60 0 2682.37 -3.77328 259 75 70 2689.34 0 2693.34 -3.99804 260 75 75 2699.57 0 2703.16 -3.58854 261 75 80 2709.08 0 2711.83 -2.75477 262 75 85 2717.95 0 2719.37 -1.41675 263 75 90 2726.25 0 2725.75 0.49554 264 75 95 2733.92 0 2731.00 2.92209 265 75 100 2740.83 0 2735.10 5.73290 266 80 55 2648.47 0 2650.50 -2.02643 267 80 60 2660.69 0 2663.80 -3.11081 268 80 65 2672.02 0 2675.96 -3.94093 269 80 70 2682.77 0 2686.98 -4.20679 270 80 75 2693.03 0 2696.85 -3.81839 271 80 80 2702.57 0 2705.58 -3.00573 272 80 85 2711.50 0 2713.16 -1.65880 273 80 90 2719.78 0 2719.60 0.18239 274 80 95 2727.49 0 2724.89 2.59784 275 80 100 2734.49 0 2729.04 5.44755 276 85 55 2641.85 0 2643.93 -2.07935 277 85 60 2654.19 0 2657.28 -3.09483 278 85 65 2665.54 0 2669.50 -3.95605 279 85 70 2676.40 0 2680.56 -4.16301 280 85 75 2686.77 0 2690.49 -3.71570 281 85 80 2696.33 0 2699.26 -2.93414 282 85 85 2705.37 0 2706.90 -1.52831 283 85 90 2713.69 0 2713.39 0.30178 284 85 95 2721.47 0 2718.73 2.73613 285 85 100 2728.60 0 2722.94 5.66474 286 90 55 2635.38 0 2637.31 -1.92972 287 90 60 2647.61 0 2650.72 -3.10631 288 90 65 2659.07 0 2662.98 -3.90863 289 90 70 2670.09 0 2674.10 -4.00668 290 90 75 2680.60 0 2684.07 -3.47048 291 90 80 2690.22 0 2692.90 -2.68001 292 90 85 2699.10 0 2700.59 -1.48528 293 90 90 2707.44 0 2707.13 0.31371 294 90 95 2715.22 0 2712.52 2.69696 295 90 100 2722.32 0 2716.78 5.54447 296 95 55 2628.83 0 2630.64 -1.80756 297 95 60 2641.10 0 2644.10 -2.99525 298 95 65 2652.56 0 2656.41 -3.84866 299 95 70 2663.64 0 2667.58 -3.93782 300 95 75 2674.20 0 2677.60 -3.40272 The SAS System Obs temp dilute weight dilute0 yhat e 301 95 80 2683.79 0 2686.48 -2.69335 302 95 85 2692.81 0 2694.22 -1.40972 303 95 90 2701.18 0 2700.81 0.36817 304 95 95 2708.91 0 2706.26 2.65033 305 95 100 2716.04 0 2710.56 5.47674 306 100 55 2622.22 0 2623.91 -1.69286 307 100 60 2634.38 0 2637.42 -3.04164 308 100 65 2645.95 0 2649.79 -3.83616 309 100 70 2657.14 0 2661.01 -3.86642 310 100 75 2667.61 0 2671.08 -3.47241 311 100 80 2677.25 0 2680.01 -2.76414 312 100 85 2686.36 0 2687.80 -1.44161 313 100 90 2694.76 0 2694.44 0.31518 314 100 95 2702.50 0 2699.94 2.55624 315 100 100 2709.75 0 2704.30 5.45155 The SAS System The GLM Procedure Number of observations 315 The SAS System The GLM Procedure Dependent Variable: weight Sum of Source DF Squares Mean Square F Value Pr > F Model 6 2909336.692 484889.449 63698.8 <.0001 Error 308 2344.564 7.612 Corrected Total 314 2911681.256 R-Square Coeff Var Root MSE weight Mean 0.999195 0.104742 2.759026 2634.119 Source DF Type I SS Mean Square F Value Pr > F temp 1 243432.578 243432.578 31979.2 <.0001 dilute 1 2553034.834 2553034.834 335386 <.0001 temp*dilute 1 562.953 562.953 73.95 <.0001 temp*temp 1 59.785 59.785 7.85 0.0054 dilute*dilute 1 110144.600 110144.600 14469.4 <.0001 dilute0 1 2101.941 2101.941 276.13 <.0001 Source DF Type III SS Mean Square F Value Pr > F temp 1 4648.0855 4648.0855 610.61 <.0001 dilute 1 236911.7107 236911.7107 31122.5 <.0001 temp*dilute 1 562.9534 562.9534 73.95 <.0001 temp*temp 1 59.7852 59.7852 7.85 0.0054 dilute*dilute 1 74104.9987 74104.9987 9735.00 <.0001 dilute0 1 2101.9406 2101.9406 276.13 <.0001 Standard Parameter Estimate Error t Value Pr > |t| Intercept 2540.805137 1.75562247 1447.24 <.0001 temp -1.252453 0.05068507 -24.71 <.0001 dilute 4.924218 0.02791256 176.42 <.0001 temp*dilute 0.002044 0.00023768 8.60 <.0001 temp*temp -0.001051 0.00037495 -2.80 0.0054 dilute*dilute -0.021219 0.00021506 -98.67 <.0001 dilute0 -14.754396 0.88790590 -16.62 <.0001 The SAS System The UNIVARIATE Procedure Variable: e0 Moments N 315 Sum Weights 315 Mean 0 Sum Observations 0 Std Deviation 2.73253827 Variance 7.46676537 Skewness -0.4236146 Kurtosis -0.2861005 Uncorrected SS 2344.56433 Corrected SS 2344.56433 Coeff Variation . Std Error Mean 0.15396109 Basic Statistical Measures Location Variability Mean 0.000000 Std Deviation 2.73254 Median 0.103930 Variance 7.46677 Mode . Range 11.56767 Interquartile Range 4.20428 Tests for Location: Mu0=0 Test -Statistic- -----p Value------ Student's t t 0 Pr > |t| 1.0000 Sign M 10.5 Pr >= |M| 0.2598 Signed Rank S 1509 Pr >= |S| 0.3517 Tests for Normality Test --Statistic--- -----p Value------ Shapiro-Wilk W 0.952606 Pr < W <0.0001 Kolmogorov-Smirnov D 0.077183 Pr > D <0.0100 Cramer-von Mises W-Sq 0.492021 Pr > W-Sq <0.0050 Anderson-Darling A-Sq 3.758542 Pr > A-Sq <0.0050 Quantiles (Definition 5) Quantile Estimate 100% Max 4.65371 99% 4.61071 95% 3.58673 90% 3.33434 75% Q3 2.12410 50% Median 0.10393 The SAS System The UNIVARIATE Procedure Variable: e0 Quantiles (Definition 5) Quantile Estimate 25% Q1 -2.08018 10% -2.98815 5% -3.28204 1% -6.84203 0% Min -6.91396 Extreme Observations ------Lowest----- -----Highest----- Value Obs Value Obs -6.91396 123 4.52251 185 -6.88428 57 4.61071 175 -6.86335 134 4.61312 215 -6.84203 112 4.62684 195 -6.84020 145 4.65371 205 The SAS System Obs temp dilute weight dilute0 yhat0 e0 1 30 0 2487.32 1 2487.53 -0.21144 2 30 5 2519.98 0 2526.68 -6.70305 3 30 10 2549.59 0 2550.02 -0.42930 4 30 15 2573.86 0 2572.29 1.56539 5 30 20 2596.65 0 2593.51 3.14104 6 30 25 2617.24 0 2613.66 3.57764 7 30 30 2636.16 0 2632.75 3.40518 8 30 35 2653.54 0 2650.79 2.75368 9 30 40 2669.64 0 2667.76 1.88313 10 30 45 2684.63 0 2683.67 0.96353 11 30 50 2698.41 0 2698.52 -0.10511 12 35 0 2480.79 1 2480.93 -0.13767 13 35 5 2513.48 0 2520.13 -6.65037 14 35 10 2541.96 0 2543.52 -1.55773 15 35 15 2567.34 0 2565.84 1.49587 16 35 20 2590.15 0 2587.11 3.04042 17 35 25 2610.80 0 2607.31 3.48591 18 35 30 2629.77 0 2626.46 3.31236 19 35 35 2647.30 0 2644.54 2.75976 20 35 40 2663.48 0 2661.56 1.91811 21 35 45 2678.43 0 2677.52 0.90742 22 35 50 2692.32 0 2692.42 -0.10233 23 40 0 2474.18 1 2474.27 -0.09136 24 40 5 2506.98 0 2513.53 -6.54516 25 40 10 2535.52 0 2536.96 -1.44361 26 40 15 2560.83 0 2559.34 1.48888 27 40 20 2583.70 0 2580.66 3.04233 28 40 25 2604.50 0 2600.91 3.58673 29 40 30 2623.42 0 2620.11 3.31208 30 40 35 2641.02 0 2638.24 2.77838 31 40 40 2657.35 0 2655.31 2.03563 32 40 45 2672.37 0 2671.33 1.04384 33 40 50 2686.37 0 2686.28 0.09299 34 45 0 2467.52 1 2467.56 -0.04251 35 45 5 2500.33 0 2506.87 -6.53741 36 45 10 2528.90 0 2530.36 -1.45696 37 45 15 2554.24 0 2552.79 1.45444 38 45 20 2577.16 0 2574.15 3.00679 39 45 25 2597.99 0 2594.46 3.53009 40 45 30 2617.04 0 2613.71 3.33434 41 45 35 2634.68 0 2631.89 2.78954 42 45 40 2650.96 0 2649.01 1.94569 43 45 45 2666.13 0 2665.08 1.05280 44 45 50 2680.25 0 2680.08 0.17085 45 50 0 2460.77 1 2460.80 -0.03112 46 50 5 2493.48 0 2500.16 -6.67712 47 50 10 2522.10 0 2523.70 -1.59777 48 50 15 2547.61 0 2546.18 1.43253 49 50 20 2570.64 0 2567.60 3.04378 50 50 25 2591.50 0 2587.95 3.54598 The SAS System Obs temp dilute weight dilute0 yhat0 e0 51 50 30 2610.59 0 2607.25 3.33914 52 50 35 2628.26 0 2625.49 2.77324 53 50 40 2644.68 0 2642.66 2.01829 54 50 45 2659.95 0 2658.78 1.17430 55 50 50 2674.04 0 2673.83 0.21126 56 55 0 2453.84 1 2453.99 -0.14718 57 55 5 2486.51 0 2493.39 -6.88428 58 55 10 2515.30 0 2516.99 -1.68603 59 55 15 2540.88 0 2539.52 1.36317 60 55 20 2563.94 0 2560.99 2.95332 61 55 25 2584.79 0 2581.40 3.39442 62 55 30 2604.07 0 2600.74 3.32647 63 55 35 2621.77 0 2619.03 2.73948 64 55 40 2638.25 0 2636.26 1.99343 65 55 45 2653.55 0 2652.42 1.12834 66 55 50 2667.72 0 2667.53 0.19420 67 60 0 2446.86 1 2447.12 -0.26071 68 60 5 2479.75 0 2486.58 -6.82891 69 60 10 2508.60 0 2510.22 -1.62176 70 60 15 2534.19 0 2532.80 1.38634 71 60 20 2557.23 0 2554.32 2.90539 72 60 25 2578.22 0 2574.78 3.43540 73 60 30 2597.50 0 2594.18 3.31635 74 60 35 2615.26 0 2612.52 2.73826 75 60 40 2631.82 0 2629.80 2.02111 76 60 45 2647.20 0 2646.02 1.18492 77 60 50 2661.45 0 2661.17 0.27968 78 65 0 2440.04 1 2440.20 -0.16170 79 65 5 2472.97 0 2479.71 -6.74100 80 65 10 2501.87 0 2503.40 -1.53495 81 65 15 2527.51 0 2526.04 1.47205 82 65 20 2550.56 0 2547.61 2.95001 83 65 25 2571.48 0 2568.12 3.35891 84 65 30 2590.86 0 2587.57 3.28877 85 65 35 2608.72 0 2605.96 2.75957 86 65 40 2625.41 0 2623.29 2.12133 87 65 45 2640.80 0 2639.56 1.24404 88 65 50 2655.09 0 2654.76 0.32770 89 70 0 2433.37 1 2433.23 0.13985 90 70 5 2466.28 0 2472.79 -6.51055 91 70 10 2495.00 0 2496.54 -1.53560 92 70 15 2520.65 0 2519.22 1.43031 93 70 20 2543.84 0 2540.84 2.99716 94 70 25 2564.89 0 2561.41 3.48497 95 70 30 2584.23 0 2580.91 3.32372 96 70 35 2602.14 0 2599.35 2.79343 97 70 40 2618.89 0 2616.73 2.16409 98 70 45 2634.30 0 2633.04 1.25570 99 70 50 2648.65 0 2648.30 0.34826 100 75 0 2426.47 1 2426.21 0.26394 The SAS System Obs temp dilute weight dilute0 yhat0 e0 101 75 5 2459.18 0 2465.82 -6.63756 102 75 10 2488.03 0 2489.61 -1.58370 103 75 15 2513.63 0 2512.35 1.28110 104 75 20 2536.91 0 2534.02 2.88686 105 75 25 2558.14 0 2554.64 3.50356 106 75 30 2577.47 0 2574.19 3.28122 107 75 35 2595.43 0 2592.68 2.74983 108 75 40 2612.20 0 2610.11 2.08939 109 75 45 2627.78 0 2626.48 1.29990 110 75 50 2642.17 0 2641.79 0.38136 111 80 0 2419.18 1 2419.13 0.05057 112 80 5 2451.95 0 2458.79 -6.84203 113 80 10 2480.83 0 2482.64 -1.80927 114 80 15 2506.61 0 2505.43 1.18443 115 80 20 2529.85 0 2527.15 2.69909 116 80 25 2551.10 0 2547.82 3.28470 117 80 30 2570.52 0 2567.42 3.10126 118 80 35 2588.61 0 2585.96 2.64877 119 80 40 2605.32 0 2603.44 1.87723 120 80 45 2621.03 0 2619.86 1.16664 121 80 50 2635.47 0 2635.22 0.24700 122 85 0 2412.02 1 2412.00 0.01973 123 85 5 2444.80 0 2451.71 -6.91396 124 85 10 2473.68 0 2475.61 -1.93230 125 85 15 2499.59 0 2498.45 1.14030 126 85 20 2523.08 0 2520.23 2.85386 127 85 25 2544.41 0 2540.94 3.46837 128 85 30 2563.80 0 2560.60 3.20383 129 85 35 2581.91 0 2579.19 2.72024 130 85 40 2598.76 0 2596.72 2.03760 131 85 45 2614.48 0 2613.19 1.28592 132 85 50 2628.87 0 2628.60 0.26518 133 90 0 2404.92 1 2404.82 0.10144 134 90 5 2437.72 0 2444.58 -6.86335 135 90 10 2466.64 0 2468.53 -1.89279 136 90 15 2492.62 0 2491.42 1.19872 137 90 20 2516.20 0 2513.25 2.95118 138 90 25 2537.57 0 2534.02 3.55459 139 90 30 2556.95 0 2553.72 3.22895 140 90 35 2575.20 0 2572.37 2.83426 141 90 40 2592.17 0 2589.95 2.22052 142 90 45 2607.86 0 2606.47 1.38773 143 90 50 2622.30 0 2621.93 0.36590 144 95 0 2397.75 1 2397.58 0.16569 145 95 5 2430.56 0 2437.40 -6.84020 146 95 10 2459.51 0 2461.40 -1.89074 147 95 15 2485.51 0 2484.34 1.16967 148 95 20 2509.51 0 2506.22 3.29103 149 95 25 2530.51 0 2527.04 3.47334 150 95 30 2549.95 0 2546.79 3.15660 The SAS System Obs temp dilute weight dilute0 yhat0 e0 151 95 35 2568.18 0 2565.49 2.69081 152 95 40 2585.12 0 2583.12 1.99598 153 95 45 2601.12 0 2599.70 1.42209 154 95 50 2615.70 0 2615.21 0.48916 155 100 0 2390.64 1 2390.30 0.34248 156 100 5 2423.53 0 2430.16 -6.63451 157 100 10 2452.63 0 2454.22 -1.58615 158 100 15 2478.59 0 2477.21 1.38316 159 100 20 2502.15 0 2499.14 3.01342 160 100 25 2523.59 0 2520.01 3.58463 161 100 30 2543.08 0 2539.81 3.26680 162 100 35 2561.28 0 2558.56 2.71991 163 100 40 2578.37 0 2576.25 2.12397 164 100 45 2594.45 0 2592.87 1.57899 165 100 50 2609.11 0 2608.44 0.67496 166 30 55 2711.19 0 2712.30 -1.11281 167 30 60 2723.00 0 2725.03 -2.02956 168 30 65 2733.84 0 2736.70 -2.85535 169 30 70 2744.19 0 2747.30 -3.11020 170 30 75 2753.67 0 2756.84 -3.17409 171 30 80 2762.61 0 2765.33 -2.71703 172 30 85 2771.26 0 2772.75 -1.48902 173 30 90 2779.21 0 2779.11 0.09994 174 30 95 2786.47 0 2784.41 2.05985 175 30 100 2793.26 0 2788.65 4.61071 176 35 55 2705.08 0 2706.26 -1.18113 177 35 60 2716.96 0 2719.04 -2.07897 178 35 65 2727.78 0 2730.76 -2.97587 179 35 70 2738.24 0 2741.41 -3.17181 180 35 75 2747.90 0 2751.01 -3.10680 181 35 80 2756.97 0 2759.54 -2.57084 182 35 85 2765.47 0 2767.01 -1.54393 183 35 90 2773.53 0 2773.43 0.10393 184 35 95 2780.75 0 2778.78 1.97274 185 35 100 2787.59 0 2783.07 4.52251 186 40 55 2699.09 0 2700.17 -1.07690 187 40 60 2711.02 0 2713.00 -1.97585 188 40 65 2721.90 0 2724.76 -2.86384 189 40 70 2732.45 0 2735.47 -3.02088 190 40 75 2742.18 0 2745.12 -2.93697 191 40 80 2751.35 0 2753.70 -2.35211 192 40 85 2759.85 0 2761.23 -1.37630 193 40 90 2767.78 0 2767.69 0.09046 194 40 95 2775.15 0 2773.09 2.05817 195 40 100 2782.06 0 2777.43 4.62684 196 45 55 2692.97 0 2694.02 -1.05014 197 45 60 2704.82 0 2706.90 -2.08018 198 45 65 2715.98 0 2718.72 -2.73927 199 45 70 2726.38 0 2729.48 -3.09742 200 45 75 2736.21 0 2739.17 -2.96461 The SAS System Obs temp dilute weight dilute0 yhat0 e0 201 45 80 2745.47 0 2747.81 -2.34084 202 45 85 2754.13 0 2755.39 -1.25613 203 45 90 2762.03 0 2761.90 0.12953 204 45 95 2769.55 0 2767.35 2.19615 205 45 100 2776.40 0 2771.75 4.65371 206 50 55 2686.81 0 2687.82 -1.01084 207 50 60 2698.63 0 2700.75 -2.12198 208 50 65 2709.92 0 2712.62 -2.70217 209 50 70 2720.37 0 2723.43 -3.06141 210 50 75 2730.27 0 2733.18 -2.90970 211 50 80 2739.52 0 2741.87 -2.34704 212 50 85 2748.22 0 2749.49 -1.27342 213 50 90 2756.25 0 2756.06 0.19114 214 50 95 2763.67 0 2761.56 2.10666 215 50 100 2770.62 0 2766.01 4.61312 216 55 55 2680.57 0 2681.57 -0.99899 217 55 60 2692.44 0 2694.55 -2.11124 218 55 65 2703.67 0 2706.47 -2.80252 219 55 70 2714.27 0 2717.33 -3.06286 220 55 75 2724.20 0 2727.13 -2.93225 221 55 80 2733.47 0 2735.87 -2.40069 222 55 85 2742.25 0 2743.55 -1.29817 223 55 90 2750.32 0 2750.16 0.15529 224 55 95 2757.82 0 2755.72 2.09971 225 55 100 2764.72 0 2760.21 4.50508 226 60 55 2674.31 0 2675.26 -0.95461 227 60 60 2686.16 0 2688.30 -2.13795 228 60 65 2697.44 0 2700.27 -2.83034 229 60 70 2708.18 0 2711.18 -3.00178 230 60 75 2718.26 0 2721.03 -2.77226 231 60 80 2727.56 0 2729.82 -2.26180 232 60 85 2736.26 0 2737.55 -1.29038 233 60 90 2744.32 0 2744.22 0.10198 234 60 95 2751.87 0 2749.82 2.04530 235 60 100 2758.82 0 2754.37 4.44957 236 65 55 2667.97 0 2668.91 -0.93769 237 65 60 2680.00 0 2681.99 -1.99213 238 65 65 2691.22 0 2694.02 -2.79562 239 65 70 2701.99 0 2704.98 -2.98815 240 65 75 2712.06 0 2714.88 -2.81974 241 65 80 2721.47 0 2723.72 -2.25037 242 65 85 2730.27 0 2731.50 -1.23006 243 65 90 2738.35 0 2738.22 0.13121 244 65 95 2745.93 0 2743.88 2.05343 245 65 100 2752.82 0 2748.47 4.34660 246 70 55 2661.67 0 2662.50 -0.82823 247 70 60 2673.68 0 2675.63 -1.95377 248 70 65 2685.02 0 2687.71 -2.68835 249 70 70 2695.66 0 2698.72 -3.06199 250 70 75 2705.87 0 2708.67 -2.80467 The SAS System Obs temp dilute weight dilute0 yhat0 e0 251 70 80 2715.40 0 2717.57 -2.16641 252 70 85 2724.22 0 2725.40 -1.17719 253 70 90 2732.42 0 2732.17 0.25298 254 70 95 2740.00 0 2737.88 2.12410 255 70 100 2746.88 0 2742.52 4.35617 256 75 55 2655.19 0 2656.04 -0.84623 257 75 60 2667.32 0 2669.22 -1.90286 258 75 65 2678.60 0 2681.35 -2.74855 259 75 70 2689.34 0 2692.41 -3.07328 260 75 75 2699.57 0 2702.42 -2.84707 261 75 80 2709.08 0 2711.36 -2.27990 262 75 85 2717.95 0 2719.24 -1.29178 263 75 90 2726.25 0 2726.06 0.18729 264 75 95 2733.92 0 2731.82 2.09731 265 75 100 2740.83 0 2736.52 4.30828 266 80 55 2648.47 0 2649.52 -1.05169 267 80 60 2660.69 0 2662.76 -2.06942 268 80 65 2672.02 0 2674.94 -2.91621 269 80 70 2682.77 0 2686.05 -3.28204 270 80 75 2693.03 0 2696.11 -3.07692 271 80 80 2702.57 0 2705.10 -2.53085 272 80 85 2711.50 0 2713.03 -1.53383 273 80 90 2719.78 0 2719.91 -0.12586 274 80 95 2727.49 0 2725.72 1.77306 275 80 100 2734.49 0 2730.47 4.02293 276 85 55 2641.85 0 2642.95 -1.10461 277 85 60 2654.19 0 2656.24 -2.05344 278 85 65 2665.54 0 2668.47 -2.93132 279 85 70 2676.40 0 2679.64 -3.23825 280 85 75 2686.77 0 2689.74 -2.97424 281 85 80 2696.33 0 2698.79 -2.45927 282 85 85 2705.37 0 2706.77 -1.40335 283 85 90 2713.69 0 2713.70 -0.00647 284 85 95 2721.47 0 2719.56 1.91135 285 85 100 2728.60 0 2724.36 4.24012 286 90 55 2635.38 0 2636.33 -0.95498 287 90 60 2647.61 0 2649.67 -2.06492 288 90 65 2659.07 0 2661.95 -2.88390 289 90 70 2670.09 0 2673.17 -3.08193 290 90 75 2680.60 0 2683.33 -2.72901 291 90 80 2690.22 0 2692.43 -2.20514 292 90 85 2699.10 0 2700.46 -1.36032 293 90 90 2707.44 0 2707.43 0.00545 294 90 95 2715.22 0 2713.35 1.87218 295 90 100 2722.32 0 2718.20 4.11985 296 95 55 2628.83 0 2629.66 -0.83282 297 95 60 2641.10 0 2643.05 -1.95386 298 95 65 2652.56 0 2655.38 -2.82394 299 95 70 2663.64 0 2666.65 -3.01307 300 95 75 2674.20 0 2676.86 -2.66125 The SAS System Obs temp dilute weight dilute0 yhat0 e0 301 95 80 2683.79 0 2686.01 -2.21847 302 95 85 2692.81 0 2694.09 -1.28475 303 95 90 2701.18 0 2701.12 0.05992 304 95 95 2708.91 0 2707.08 1.82555 305 95 100 2716.04 0 2711.99 4.05212 306 100 55 2622.22 0 2622.94 -0.71812 307 100 60 2634.38 0 2636.38 -2.00026 308 100 65 2645.95 0 2648.76 -2.81144 309 100 70 2657.14 0 2660.08 -2.94166 310 100 75 2667.61 0 2670.34 -2.73094 311 100 80 2677.25 0 2679.54 -2.28927 312 100 85 2686.36 0 2687.68 -1.31665 313 100 90 2694.76 0 2694.75 0.00693 314 100 95 2702.50 0 2700.77 1.73146 315 100 100 2709.75 0 2705.72 4.02693