SPSS 3-One-way ANOVA Use SPSS and the data uploaded to CC for this assignment to determine if professional basketball players free throw percentage differs by the position that they play. Only the top 20 athletes from each position were recorded. 1. Report the mean free-throw percentage for each position 1 - Point guard 2- shooting 3 - small 4-power guard forward forward b d 5-center a e 2. Report the F statistic, numerator and denominator degrees of freedom for a l-way ANOVA test. Fstatistic Numerator df Denominator df b c 3. Are there differences between positions in free-throw percentage at a = 0.05? A. Yes B. No 4. Compute and report R2 (effect size). 5. Use Tukey's HSD post hoc test to determine which positions differ from which other positions in free-throw percentage. List the positions that differ significantly (a = 0.05) from 1 - point guard is different from (choose best answer or answers): none b. all c. shooting guard d. small forward e power forward f center b. 2 - shooting guard b. all c. point guard d. small forward e. power forward f. center a a a none c. 3 - small forward none ball c. point guard d. shooting guard e power forward f center d 4-power forward anone b. all c. point guard d shooting guard e small forward f center e. 5 - center none forward b. all c. point guard d. shooting guard e small forward f power B D E 2013-14 NBA statistics TOP 20 per position 1 3 4 5 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 Position Position # Player Position Point guard 1 Brian Roberts, PG Point guard 1 Reggie Jackson, PG Point guard 1 D.J. Augustin, PG Point guard 1 Stephen Curry, PG Point guard 1 Damian Lillard, PG Point guard 1 Kyrie Irving, PG Point guard 1 Darren Collison, PG Point guard 1 Chris Paul, PG Point guard 1 Isaiah Thomas, PG Point guard 1 Jeff Teague, PG Point guard 1 Jarrett Jack, PG Point guard 1 Kemba Walker, PG Point guard 1 Shaun Livingston, PG Point guard 1 Russell Westbrook, PG Point guard 1 Jeremy Lin, PG Point guard 1 Mike Conley, PG Point guard 1 Kyle Lowry, PG Point guard 1 Tony Parker, PG Point guard 1 Ramon Sessions, PG Point guard 1 George Hill, PG Shooting guard 2 Kevin Martin, SG Shooting guard 2 Jamal Crawford, SG Shooting guard 2 James Harden, SG Shooting guard 2 Jordan Crawford, SG Shooting guard 2 Jodie Meeks, SG Shooting guard 2 Manu Ginobili, SG Shooting guard 2 Louis Williams, SG Shooting guard 2 Randy Foye, SG Shooting guard 2 Gerald Green, SG Shooting guard 2 Wesley Matthews, SG Shooting guard 2 Rodney Stuckey, SG Shooting guard 2 DeMar DeRozan, SG Shooting guard 2 Vince Carter, SG Shooting guard 2 Gordon Hayward, SG Shooting guard 2 Arron Afflalo, SG Shooting guard 2 Joe Johnson, SG Shooting guard 2 Klay Thompson, SG Shooting guard 2 Monta Ellis, SG Shooting guard 2 Bradley Beal, SG Shooting guard 2 Eric Gordon, SG Small Forward 3 Kevin Durant, SF Small Forward 3 Paul George, SF Small Forward 3 Mike Dunleavy. SE Sheet1 Free Throw % 0.9398 0.8927 0.8855 0.8861 0.8709 0.8609 0.8500 0.8551 0.8501 0.8010 0.8389 0.8368 0.8272 0.8265 0.8200 0.8152 0.8130 0.8107 0.8082 0.8072 0.8912 0.8665 0.8662 0.8639 0.8566 0.8511 0.8492 0.8486 0.8478 0.8372 0.8356 0.8238 0.8333 0.8163 0.8155 0.8154 0.7946 0.7800 0.7884 0.784 0.8733 0.3642 0.8532 43 44 45 46 47 48 Small Forward Small Forward Small Forward Small Forward Small Forward Small Forward 3 3 3 3 3 3 Paul George, SF Mike Dunleavy, SF Carmelo Anthony, SF Kyle Singler, SF Paul Pierce, SF Nick Young, SF 0.8642 0.8537 0.8484 0.8261 0.8200 0.8246 Add footer 2013-14 NBA statistics TOP 20 per position 49 50 51 52 53 54 55 56 57 58 59 60 61 62 63 64 65 66 67 68 69 70 Small Forward Small Forward Small Forward Small Forward Small Forward Small Forward Small Forward Small Forward Small Forward Small Forward Small Forward Small Forward Small Forward Power Forward Power Forward Power Forward Power Forward Power Forward Power Forward Power Forward Power Forward Power Forward Power Forward Power Forward Power Forward Power Forward Power Forward Power Forward Power Forward 3 3 3 3 3 4 4 4 4 4 4 4 4 4 4 4 4 Rudy Gay, SF Evan Turner, SF Tobias Harris, SF Nicolas Batum, SF Jeff Green, SF Luol Deng, SF P.J. Tucker, SF Trevor Ariza, SF Tyreke Evans, SF LeBron James, SF Chandler Parsons, SF Harrison Barnes, SF Corey Brewer, SF Dirk Nowitzki, PF Brandon Bass, PF LaMarcus Aldridge, PF Kevin Love, PE Markieff Morris, PF Anthony Davis, PF David West, PF Serge Ibaka, PF David Lee, PE Carlos Boozer, PF Taj Gibson, PF Zach Randolph, PF Amare Stoudemire, PF Paul Millsap, PF Tim Duncan, PE Derrick Williams, PF 0.8217 0.8130 0.8074 0.8030 0.7949 0.7910 0.7700 0.7720 0.7710 0.7504 0.7421 0.7182 0.7181 0.8989 0.8577 0.8222 0.8215 0.7920 0.7909 0.7888 0.7839 0.7804 0.7600 0.7509 0.7418 0.7389 0.7315 0.7310 0.7181 72 73 74 75 76 77 4 4 4 Sheet1 Ready PO 1 of Format Painter . Clipboard Font Alignment TE Number Brian Roberts, PG A B D E 4 4 4 76 77 78 79 BO 81 82 83 84 85 86 87 88 89 90 91 92 93 94 95 96 Power Forward Power Forward Power Forward Power Forward Power Forward Power Forward Center Center Center Center Center Center Center Center Center Center Center Center Center Center Center Tim Duncan, PF Derrick Williams, PF Blake Griffin, PF Thaddeus Young, PF Tristan Thompson, PF Tyler Hansbrough, PF Chris Bosh, C Robin Lopez, Jared Sullinger, C Roy Hibbert, c Marc Gasol, c Jonas Valanciunas, C Timofey Mozgov, C Nikola Pekovic, Andray Blatche, Joakim Noah, C Pau Gasol, c Enes Kanter, C Cody Zeller, DeMarcus Cousins, C Al Jefferson, U U U U U U U U Unununun 0.7310 0.7181 0.7151 0.7100 0.6932 0.6811 0.8199 0.8182 0.7783 0.7695 0.7676 0.7615 0.7500 0.7470 0.7421 0.7373 0.7362 0.7304 0.7300 0.7000 0.6895 5 5 5 5 5 Add footer 97 98 99 100 101 102 Center Center Center Center Center 5 5 5 5 5 2013-14 NBA statistics TOP 20 per position Marcin Gortat, C Derrick Favors, C Dwight Howard, C J.J. Hickson, DeAndre Jordan, C 0.6856 0.6000 0.5470 0.5172 0.4000 103 104 105 106 107 100 109 110 SPSS 3-One-way ANOVA Use SPSS and the data uploaded to CC for this assignment to determine if professional basketball players free throw percentage differs by the position that they play. Only the top 20 athletes from each position were recorded. 1. Report the mean free-throw percentage for each position 1 - Point guard 2- shooting 3 - small 4-power guard forward forward b d 5-center a e 2. Report the F statistic, numerator and denominator degrees of freedom for a l-way ANOVA test. Fstatistic Numerator df Denominator df b c 3. Are there differences between positions in free-throw percentage at a = 0.05? A. Yes B. No 4. Compute and report R2 (effect size). 5. Use Tukey's HSD post hoc test to determine which positions differ from which other positions in free-throw percentage. List the positions that differ significantly (a = 0.05) from 1 - point guard is different from (choose best answer or answers): none b. all c. shooting guard d. small forward e power forward f center b. 2 - shooting guard b. all c. point guard d. small forward e. power forward f. center a a a none c. 3 - small forward none ball c. point guard d. shooting guard e power forward f center d 4-power forward anone b. all c. point guard d shooting guard e small forward f center e. 5 - center none forward b. all c. point guard d. shooting guard e small forward f power B D E 2013-14 NBA statistics TOP 20 per position 1 3 4 5 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 Position Position # Player Position Point guard 1 Brian Roberts, PG Point guard 1 Reggie Jackson, PG Point guard 1 D.J. Augustin, PG Point guard 1 Stephen Curry, PG Point guard 1 Damian Lillard, PG Point guard 1 Kyrie Irving, PG Point guard 1 Darren Collison, PG Point guard 1 Chris Paul, PG Point guard 1 Isaiah Thomas, PG Point guard 1 Jeff Teague, PG Point guard 1 Jarrett Jack, PG Point guard 1 Kemba Walker, PG Point guard 1 Shaun Livingston, PG Point guard 1 Russell Westbrook, PG Point guard 1 Jeremy Lin, PG Point guard 1 Mike Conley, PG Point guard 1 Kyle Lowry, PG Point guard 1 Tony Parker, PG Point guard 1 Ramon Sessions, PG Point guard 1 George Hill, PG Shooting guard 2 Kevin Martin, SG Shooting guard 2 Jamal Crawford, SG Shooting guard 2 James Harden, SG Shooting guard 2 Jordan Crawford, SG Shooting guard 2 Jodie Meeks, SG Shooting guard 2 Manu Ginobili, SG Shooting guard 2 Louis Williams, SG Shooting guard 2 Randy Foye, SG Shooting guard 2 Gerald Green, SG Shooting guard 2 Wesley Matthews, SG Shooting guard 2 Rodney Stuckey, SG Shooting guard 2 DeMar DeRozan, SG Shooting guard 2 Vince Carter, SG Shooting guard 2 Gordon Hayward, SG Shooting guard 2 Arron Afflalo, SG Shooting guard 2 Joe Johnson, SG Shooting guard 2 Klay Thompson, SG Shooting guard 2 Monta Ellis, SG Shooting guard 2 Bradley Beal, SG Shooting guard 2 Eric Gordon, SG Small Forward 3 Kevin Durant, SF Small Forward 3 Paul George, SF Small Forward 3 Mike Dunleavy. SE Sheet1 Free Throw % 0.9398 0.8927 0.8855 0.8861 0.8709 0.8609 0.8500 0.8551 0.8501 0.8010 0.8389 0.8368 0.8272 0.8265 0.8200 0.8152 0.8130 0.8107 0.8082 0.8072 0.8912 0.8665 0.8662 0.8639 0.8566 0.8511 0.8492 0.8486 0.8478 0.8372 0.8356 0.8238 0.8333 0.8163 0.8155 0.8154 0.7946 0.7800 0.7884 0.784 0.8733 0.3642 0.8532 43 44 45 46 47 48 Small Forward Small Forward Small Forward Small Forward Small Forward Small Forward 3 3 3 3 3 3 Paul George, SF Mike Dunleavy, SF Carmelo Anthony, SF Kyle Singler, SF Paul Pierce, SF Nick Young, SF 0.8642 0.8537 0.8484 0.8261 0.8200 0.8246 Add footer 2013-14 NBA statistics TOP 20 per position 49 50 51 52 53 54 55 56 57 58 59 60 61 62 63 64 65 66 67 68 69 70 Small Forward Small Forward Small Forward Small Forward Small Forward Small Forward Small Forward Small Forward Small Forward Small Forward Small Forward Small Forward Small Forward Power Forward Power Forward Power Forward Power Forward Power Forward Power Forward Power Forward Power Forward Power Forward Power Forward Power Forward Power Forward Power Forward Power Forward Power Forward Power Forward 3 3 3 3 3 4 4 4 4 4 4 4 4 4 4 4 4 Rudy Gay, SF Evan Turner, SF Tobias Harris, SF Nicolas Batum, SF Jeff Green, SF Luol Deng, SF P.J. Tucker, SF Trevor Ariza, SF Tyreke Evans, SF LeBron James, SF Chandler Parsons, SF Harrison Barnes, SF Corey Brewer, SF Dirk Nowitzki, PF Brandon Bass, PF LaMarcus Aldridge, PF Kevin Love, PE Markieff Morris, PF Anthony Davis, PF David West, PF Serge Ibaka, PF David Lee, PE Carlos Boozer, PF Taj Gibson, PF Zach Randolph, PF Amare Stoudemire, PF Paul Millsap, PF Tim Duncan, PE Derrick Williams, PF 0.8217 0.8130 0.8074 0.8030 0.7949 0.7910 0.7700 0.7720 0.7710 0.7504 0.7421 0.7182 0.7181 0.8989 0.8577 0.8222 0.8215 0.7920 0.7909 0.7888 0.7839 0.7804 0.7600 0.7509 0.7418 0.7389 0.7315 0.7310 0.7181 72 73 74 75 76 77 4 4 4 Sheet1 Ready PO 1 of Format Painter . Clipboard Font Alignment TE Number Brian Roberts, PG A B D E 4 4 4 76 77 78 79 BO 81 82 83 84 85 86 87 88 89 90 91 92 93 94 95 96 Power Forward Power Forward Power Forward Power Forward Power Forward Power Forward Center Center Center Center Center Center Center Center Center Center Center Center Center Center Center Tim Duncan, PF Derrick Williams, PF Blake Griffin, PF Thaddeus Young, PF Tristan Thompson, PF Tyler Hansbrough, PF Chris Bosh, C Robin Lopez, Jared Sullinger, C Roy Hibbert, c Marc Gasol, c Jonas Valanciunas, C Timofey Mozgov, C Nikola Pekovic, Andray Blatche, Joakim Noah, C Pau Gasol, c Enes Kanter, C Cody Zeller, DeMarcus Cousins, C Al Jefferson, U U U U U U U U Unununun 0.7310 0.7181 0.7151 0.7100 0.6932 0.6811 0.8199 0.8182 0.7783 0.7695 0.7676 0.7615 0.7500 0.7470 0.7421 0.7373 0.7362 0.7304 0.7300 0.7000 0.6895 5 5 5 5 5 Add footer 97 98 99 100 101 102 Center Center Center Center Center 5 5 5 5 5 2013-14 NBA statistics TOP 20 per position Marcin Gortat, C Derrick Favors, C Dwight Howard, C J.J. Hickson, DeAndre Jordan, C 0.6856 0.6000 0.5470 0.5172 0.4000 103 104 105 106 107 100 109 110