Description Usage Format References Examples

The purpose of this health study is investigation of an epidemic outbreak due to mosquitoes. A random sample from two sectors of the city among the individuals has been tested to determine if the individual had contracted the disease forming the binary outcome.

1 |

A data frame with 98 observations on the following 5 variables.

`x1`

age

`x2`

socioeconomic status of three categories between

`x2`

and`x3`

`x3`

socioeconomic status of three categories between

`x2`

and`x3`

`x4`

sector of the city

`y`

if the individual had contracted the disease forming the binary outcome

Kutner, M. H., Nachtsheim, C. J., Neter, J., and Li, W. (1974-2005). Applied Linear Statistical Models, 5e. McGraw-Hill.

1 2 3 4 5 6 7 | ```
data(Disease)
DO_LR <- glm(y~.,data=Disease,family='binomial')
LR_Residuals <- data.frame(Y = Disease$y,Fitted = fitted(DO_LR),
Hatvalues = hatvalues(DO_LR),Response = residuals(DO_LR,"response"), Deviance =
residuals(DO_LR,"deviance"), Pearson = residuals(DO_LR,"pearson"),
Pearson_Standardized = residuals(DO_LR,"pearson")/sqrt(1-hatvalues(DO_LR)))
LR_Residuals
``` |

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