Estimador de Volumes
Dimensões dos dados
## [1] 164 17
## [1] 164 17
## [1] 164 14
## [1] 164 9
Modelo Volume Total (Placas Únicas)
##
## Call:
## lm(formula = volumestotaispu ~ passageiros + bikes + koppunicas,
## data = linear)
##
## Residuals:
## Min 1Q Median 3Q Max
## -18015 -5243 -42 4068 33236
##
## Coefficients:
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 3732.940018 3541.981723 1.054 0.2935
## passageiros 0.015385 0.007211 2.134 0.0344 *
## bikes 2.222112 1.086325 2.046 0.0424 *
## koppunicas 2.079801 0.049252 42.227 <0.0000000000000002 ***
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 7445 on 160 degrees of freedom
## Multiple R-squared: 0.9666, Adjusted R-squared: 0.966
## F-statistic: 1542 on 3 and 160 DF, p-value: < 0.00000000000000022
Registrado vs Estimado
Modelo Entradas da Cidade (Placas Únicas)
##
## Call:
## lm(formula = entradas ~ passageiros + koppunicas + ExtensaoFilasWaze,
## data = linear)
##
## Residuals:
## Min 1Q Median 3Q Max
## -15267.5 -1447.4 719.8 2291.6 10189.2
##
## Coefficients:
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) -14495.67759 3402.12951 -4.261 0.0000347 ***
## passageiros -0.01193 0.00336 -3.551 0.000505 ***
## koppunicas 0.54232 0.03061 17.716 < 0.0000000000000002 ***
## ExtensaoFilasWaze 28.67094 8.31378 3.449 0.000720 ***
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 4190 on 160 degrees of freedom
## Multiple R-squared: 0.8429, Adjusted R-squared: 0.84
## F-statistic: 286.2 on 3 and 160 DF, p-value: < 0.00000000000000022
Registrado vs Estimado
