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: