Event_Count_Gen: uses a table, list of categories, and list of event summaries...

In Colossus: "Risk Model Regression and Analysis with Complex Non-Linear Models"

uses a table, list of categories, and list of event summaries to generate person-count tables

Description

Event_Count_Gen generates event-count tables

Usage

Event_Count_Gen(table, categ, events, verbose = FALSE)

Arguments

table	dataframe with every category/event column needed
categ	list with category columns and methods, methods can be either strings or lists of boundaries
events	list of columns to summarize, supports counts and means and renaming the summary column
verbose	integer valued 0-4 controlling what information is printed to the terminal. Each level includes the lower levels. 0: silent, 1: errors printed, 2: warnings printed, 3: notes printed, 4: debug information printed. Errors are situations that stop the regression, warnings are situations that assume default values that the user might not have intended, notes provide information on regression progress, and debug prints out C++ progress and intermediate results. The default level is 2 and True/False is converted to 3/0.

Value

returns a grouped table and a list of category boundaries used

See Also

Other Data Cleaning Functions: Check_Dupe_Columns(), Check_Trunc(), Check_Verbose(), Convert_Model_Eq(), Correct_Formula_Order(), Date_Shift(), Def_Control(), Def_Control_Guess(), Def_model_control(), Def_modelform_fix(), Event_Time_Gen(), Joint_Multiple_Events(), Replace_Missing(), Time_Since(), factorize(), factorize_par(), gen_time_dep(), interact_them()

Examples

library(data.table)
a <- c(0, 1, 2, 3, 4, 5, 6)
b <- c(1, 2, 3, 4, 5, 6, 7)
c <- c(0, 1, 0, 0, 0, 1, 0)
table <- data.table::data.table(
  "a" = a,
  "b" = b,
  "c" = c
)
categ <- list(
  "a" = "0/3/5]7",
  "b" = list(
    lower = c(-1, 3, 6),
    upper = c(3, 6, 10),
    name = c("low", "medium", "high")
  )
)
event <- list(
  "c" = "count AS cases",
  "a" = "mean", "b" = "mean"
)
e <- Event_Count_Gen(table, categ, event, T)

Colossus documentation built on June 8, 2025, 1:10 p.m.