Multiple Linear Regression Summary with Estimations
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SUMMARY OUTPUT Regression Statistics Multiple R 0.999779982 R Square 0.999560013 Adjusted R Square 0.999543837 Standard Error 0.040787787 Observations 142 ANOVA df SS MS F Significance F Regression 5 514.0060938 102.8012 61792.81 2.5E-226 Residual 136 0.22625553 0.001664 Total 141 514.2323493 Coefficients Standard Error t Stat P-value Lower 95% Upper 95% Lower 95.0% Upper 95.0% Lower 95.0% Upper 95.0% Intercept -18.6244 9.797298689 -1.900973 0.059421 -37.99916 0.750348891 -37.99915832 0.75034889 -49.22364245 489.76683 100M -0.4783 0.457221671 -1.04605 0.297394 -1.38246 0.425906943 -1.382460343 0.42590694 -238.0867176 31.2339268 200M 2.4202 0.23233896 10.4165 4.83E-19 1.960694 2.879622395 1.960693566 2.8796224 -10.54125909 112.304955 2/1 R -13.2512 4.931303514 -2.687163 0.008106 -23.00317 -3.49926311 -23.00316792 -3.49926311 -209.8882236 36.0316964 4/1 R 4.8089 1.446738463 3.323969 0.001141 1.9479 7.669926563 1.947900086 7.66992656 4/2 R 11.0633 2.892392193 3.82496 0.000199 5.343402 16.78316515 5.343402446 16.7831651 RESIDUAL OUTPUT Observation Predicted 400M Residuals ABS - V MICHAEL BERRY 44.79 -0.04 0.04 JASON ROUSER 44.76 0.01 0.01 JEREMY WARINER 43.46 -0.01 0.01 NATHON ALLEN 44.21 -0.02 0.02 JOE HERRERA 46.64 0.00 0.00 DANNY EVERETT 43.81 0.00 0.00 JERRY HARRIS 44.73 -0.01 0.01 PATRICK BLAKE LEEPER 45.11 -0.06 0.06 STEVEN GARDINER 43.89 -0.02 0.02 DAJUAN HARDING 46.09 -0.05 0.05 DAVID NEVILLE 44.61 0.00 0.00 WILBERT LONDON 44.50 -0.03 0.03 DAVID VERBURG 44.41 0.00 0.00 STEWART TREVOR 45.63 0.00 0.00 LASHAWN MERRITT 43.67 -0.02 0.02 MICHAEL CHERRY 44.69 -0.03 0.03 JEROME YOUNG 44.09 0.00 0.00 TREQUAN BARNES 46.16 -0.01 0.01 RANDALL CENEUS 45.80 0.02 0.02 KYLE FEARRINGTON 46.56 0.02 0.02 ANGELO TAYLOR 44.05 0.00 0.00 FRED KERLEY 43.69 0.01 0.01 JAMARCO STEPHEN 46.68 -0.12 0.12 NAJEE GLASS 44.80 -0.01 0.01 CALVIN HARRISON 44.64 0.00 0.00 PAUL DEDEWO 44.62 0.00 0.00 DEVIN DIXON 45.35 -0.13 0.13 ANDRE JEFF 47.01 -0.16 0.16 ALVIN HARRISON 44.08 0.01 0.01 JEROME DAVIS 44.51 0.00 0.00 ISAIAH COLE 46.58 -0.10 0.10 D'LANCE SHARP 46.11 0.00 0.00 CORDELL LAMB 46.02 0.03 0.03 MAJ WILLIAMS 46.12 0.02 0.02 ARMAN GENO HALL 44.82 0.00 0.00 DANIEL LAWSON 46.78 -0.01 0.01 STEVE LEWIS 43.86 0.01 0.01 ANTHUAN MAYBANK 44.14 0.01 0.01 RICKY MORGAN 45.43 0.01 0.01 DEJUAN FRYE 46.15 0.02 0.02 RICKY HARRIS 44.86 -0.02 0.02 QUINCY WATTS 43.47 0.03 0.03 MILTON CAMPBELL 44.66 0.01 0.01 BRIAN THOMAS 46.81 -0.02 0.02 BRANDON COUTS 44.71 0.01 0.01 QUINTON SANSING 46.13 0.03 0.03 JARRED PASLEY 46.82 -0.01 0.01 DONTAVIOUS WRIGHT 45.12 0.00 0.00 DANIEL PIETSCH 46.58 0.01 0.01 CHRIS JONES 44.86 0.01 0.01 TYREEK MATHIS 46.75 0.03 0.03 ANTONIO PETTIGREW 44.26 0.01 0.01 TYREE WASHINGTON 44.28 0.00 0.00 CHRISTIAN TAYLOR 45.16 0.01 0.01 KYLE CLEMONS 44.79 0.00 0.00 WILLIAM POLLEY 46.57 0.02 0.02 CASEY LEWIS 46.86 0.00 0.00 CALVIN SMITH 44.80 0.01 0.01 MICHAEL BLUTH 46.50 0.02 0.02 JORDAN BOASE 44.81 0.01 0.01 GREG NIXON 44.60 0.01 0.01 KAHMARI MONTGOMERY 44.90 0.01 0.01 JAMEL ASHLEY 44.74 0.01 0.01 TAVARIS TATE 44.83 0.01 0.01 MICHAEL JOHNSON 43.16 0.02 0.02 MARCUS CHAMBERS 44.91 0.01 0.01 ISAAC MAKWALA 43.74 -0.02 0.02 DANIEL YORK-MOUTON 46.94 0.00 0.00 JAHQUEZ DURHAM 46.92 0.02 0.02 RASHARD CLARK 45.54 0.00 0.00 DORIAN CAMEL 46.54 0.01 0.01 LAVAL DAVIS 46.66 0.01 0.01 QUINTAVEON POOLE 45.25 0.01 0.01 FRED NEWHOUSE 44.38 0.02 0.02 JUSTIN BROOKS 46.35 0.03 0.03 DAKOTA LAMONT 46.61 0.01 0.01 MICHAEL FRANKS 44.24 0.03 0.03 TONY MCQUAY 44.21 0.03 0.03 MICHAEL NORMAN 44.54 -0.01 0.01 TYRESE COOPER 45.37 0.01 0.01 MARLOW MOSLEY 46.67 0.01 0.01 KERON CLEMENT 44.46 0.02 0.02 TRYELL RICHARD 45.19 0.02 0.02 DAVID SEASTRUNK 46.72 -0.03 0.03 COLLIN HOFACKER 46.47 0.03 0.03 WILLIE SMITH 44.70 0.03 0.03 MANTEO MITCHELL 44.95 0.01 0.01 BILLY MULLINS 44.82 0.02 0.02 LIONEL LARRY 44.62 0.01 0.01 CARLOS SALCIDO 46.50 0.03 0.03 ADE JONES ROUNDTRE 46.89 0.04 0.04 GIL ROBERTS 44.20 0.02 0.02 JOE HAIGHT 46.82 0.03 0.03 RICHARD ROSE 45.88 0.01 0.01 JUSTON WATERS 46.32 0.03 0.03 DARIUS BIRDEN 46.77 0.03 0.03 CLIFF WILEY 44.68 0.02 0.02 JA'WARREN HOOKER 44.78 0.00 0.00 TYREN WOLFE 46.77 0.04 0.04 EMANUEL OGWO 46.07 0.03 0.03 KELLY WILLIE 44.62 0.01 0.01 ASA BURKE 46.90 0.04 0.04 JALEN BROWN 46.62 0.03 0.03 KEVIN LITTLE 44.78 -0.01 0.01 DEMARCUS PORTER 46.65 0.03 0.03 CAMERON PARKER 46.83 0.04 0.04 XAVIER CARTER 44.60 -0.07 0.07 CORREION MOSBY 46.51 -0.01 0.01 CORREION MOSBY 46.51 -0.01 0.01 DEDRIC DUKES 45.71 -0.05 0.05 TYLER JOHNSON 46.76 0.04 0.04 KASAUN JAMES 46.49 0.02 0.02 KASAUN JAMES 46.47 0.04 0.04 STIRLEY JONES 47.68 0.01 0.01 MARQUEZE WASHINGTON 46.00 -0.01 0.01 JARON FLOURNOY 47.40 -0.03 0.03 NARON ROLLINS 47.82 0.03 0.03 KOSSI TCHENAWOU 48.06 0.06 0.06 RONNIE BAKER 46.16 0.02 0.02 TYSON GAY 44.99 -0.10 0.10 ISAIAH BRANDT-SIMS 48.69 0.05 0.05 KENZO COTTON 47.70 -0.04 0.04 DEVON ALLEN 48.73 0.00 0.00 MCKINLEY WEST 48.92 0.00 0.00 JAYLEN BACON 47.63 -0.08 0.08 TERRYON CONWELL 49.52 0.05 0.05 AMEER WEBB 47.88 -0.16 0.16 TERRANCE LAIRD 50.22 -0.01 0.01 KAREEM FAIR 50.08 0.08 0.08 MCCONICO KWANTREYL 50.00 -0.01 0.01 DARRYL HARAWAY 49.49 0.05 0.05 KHANCE MEYERS 50.21 0.03 0.03 ANTHONY SCHWARTZ 49.64 -0.04 0.04 JEREMY PHILLIPS 50.64 0.07 0.07 MALIK WILSON 50.77 0.04 0.04 DETORRIAN GREEN 50.68 0.00 0.00 MUSTAQEEM WILLIAMS 50.15 -0.03 0.03 ERIC HARRISON 50.46 0.01 0.01 KYREE KING 49.57 -0.11 0.11 JOSH DAVIS 51.03 -0.05 0.05 KENDAL WILLIAMS 50.63 -0.13 0.13 MICHAEL TIMPSON 51.87 0.05 0.05 0.16 0.03.