Managerical stats problem Speech or Presentation

Managerical stats problem - Speech or Presentation exemplarThe National Football League (NFL)records a variety entropy for individuals and team (http//www.nfl.com).Some of the year-end performance data for the 2005 season appear on the data disk in the file NFL Stats. Each row of the data set corresponds to an NFL team, and the teams are ranked by winning percentage. Descriptions for data follow WinPct Percentage of feebles won, DefYds/G bonnie number of yards per gam given up on defense, Rush Yds/G Average number of rushing yards per game PassYds/G Average number of passing yards per game, FGPct Percentage of field goals, TakeInt Takeaway interceptions the total number of interceptions do by the teams defense, Takefum Takeaway fumbles the total number of fumbles recovered by the teams defense, GiveInt Giveaway interceptions the total number of interceptions thrown and twisted by the teams offense, GiveFum Giveaway fumbles the total number of fumbles lost by the teams offense6 .Starting with the estimated regression equation develop in question 1, delete any self-employed person variables that are not useful (i.e., the variable with p_value larger than 0.05). Use the variables left, run the regression (Y variable is the same).3. r2 = 0.419 meaning that 42 % of the dependent variable (Winpact) can be explained by the independent variables DefYds/G, RushYds/G, PassYds/G and FGPct. This means that about 58 % cannot be explained as a extend the equation is not very useful.4. From the regression equation it seems the independent variable, RushYds/G has the largest positive effect on the independent variable by 0.004249, DefYds/G decreases the dependent variable by a multiple of 0.00333 period PassYds/G has a positive multiple effect by 0.000375 and finally FGPct decreases the independent variable by a scale of 0.000647. r2 = 0.266 meaning that 26 % of the dependent variable (Winpact) can be explained by the independent variables