Based on the following Excel Data Analysis results from running a Regression for a time series of $10$ years of Annual Demand data, answer the next three questions.

$\backslash$table$[[\backslash$table$[[$SUMMARY$],[$OUTPUT$]],,,,,,],[$Regression Statistics$],[$Multiple R$,0\mathrm{.}952254841,,,,,],[\backslash$table$[[$R Square$]],0\mathrm{.}906789282,,,,,],[\backslash$table$[[$Adjusted R$],[$Square$]],0\mathrm{.}895137942,,,,,],[\backslash$table$[[$Standard$],[$Error$]],4\mathrm{.}124575277,,,,,],[\backslash$table$[[$Observations$]],10,,,,,],[\backslash$table$[[$ANOVA$,]]],[,$df$.,$SS$,$MS$,F,$Significance F$,],[$Regression$,1,1324\mathrm{.}00303,1324\mathrm{.}003,\backslash$table$[[77\mathrm{.}82704]],2\mathrm{.}14582E-05,],[\backslash$table$[[$Residual$]],8,136\mathrm{.}0969697,17\mathrm{.}01212,,,],[$Total$,9,1460\mathrm{.}1,,,,],[$Coefficients$,\backslash$table$[[$Standard$],[$Error$]],$t Stat,P$-$value,Lower $95\%,$Upper $95\%],[\backslash$table$[[$Intercept$]],104\mathrm{.}3333333,2\mathrm{.}817621319,37\mathrm{.}02887,3\mathrm{.}1E-10,97\mathrm{.}83588692,110\mathrm{.}8307797],[$X Variable $1,-4\mathrm{.}006060606,0\mathrm{.}454100793,-8\mathrm{.}82196,2\mathrm{.}15E-05,5\mathrm{.}053218912,2\mathrm{.}958902301]]$

Which of the following is the correct prediction equation $[$basic form: $Y=a+b(x)?$

Group of answer choices

A$)Y=104\mathrm{.}33+4\mathrm{.}006(x)$

B$)Y=37\mathrm{.}02887-8\mathrm{.}82196(x)$

C$)Y=-4\mathrm{.}006+104\mathrm{.}33(x)$

D$)Y=104\mathrm{.}33-4\mathrm{.}006(x)$

Which statistic is the coefficient of determination?

A$)$ Residual, $136\mathrm{.}0969$

B$)$ Intercept, $104\mathrm{.}333$

C$)$ Standard error, $4\mathrm{.}12457$

D$)$ R Square, $0\mathrm{.}906789$