Suppose you are interested in studying the effect of rainfall on sales of umbrellas. You ran the regression and got the following results:

$\backslash$table$[[$Regression Statistics,,,,,$],[$Multiple R$,0\mathrm{.}958,,,,,],[$Adjusted R$,,,,],[,,,],[$Standard Error,$3\mathrm{.}581,,,,,],[$Observations$],[$ANOVA$],[,$df$,$SS$,$MS$,F,$Significance F$,],[$Regression$,1,3122\mathrm{.}77,3122\mathrm{.}77,243\mathrm{.}46,0\mathrm{.}00,],[$Residual$,22,282\mathrm{.}18,12\mathrm{.}83,,,],[$Total$,23,3404\mathrm{.}96,,,,],[$Coefficients $S,$Standard Error,t$-$stat,$P-$value,Lower $95\%,$Upper $95\%$