| Function_name | Package_name | Use |
|---|---|---|
| AIC | base/stats | To extract the AIC value of a model |
| as.character | base | To create a character vector |
| as.numeric | base | To create a numeric vector |
| eval | base | To evaluate an expression |
| fitted | base/stats | To extract fitted values of a model |
| ls | base | To see the list of objects |
| psrsq | survey | To compute the Nagelkerke and Cox-Snell pseudo R-squared statistics for survey data |
| regTermTest | survey | To test for an additional variable in a regression model |
| residuals | base/stats | To extract residuals of a model |
| stepAIC | MASS | To choose a model by stepwise AIC |
| step | base/stats | To choose a model by stepwise AIC but it can keep the pre-specified variables in the model |
| summ | jtools | To show/publish regression tables |
| svyboxplot | survey | To produce a box plot for survey data |
| svyby | survey | To see the summary statistics for a survey design |
| svychisq | survey | To test the bivariate assocaition between two categorical variables for survey data |
| svyCreateTableOne | tableone | To create a frequency table with a survey design |
| svydesign | survey | To create a design for the survey data analysis |
| svyglm | survey | To run design-adjusted generalized linear models |
| update | base/stats | To update and re-fit a regression model |
R functions (D)
The list of new R functions introduced in this Survey data analysis lab component are below: