get_parameter_estimated_regression: Get the parameter values using the provided statistical...
In sheejamk/MarkovModel: Decision Analysis Markov Model

Description Usage Arguments Value Examples

View source: R/parameter_estimation_functions.R

Get the parameter values using the provided statistical regression methods

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get_parameter_estimated_regression(param_to_be_estimated, dataset, method,
  indep_var, info_get_method, info_distribution, covariates = NA,
  strategycol = NA, strategyname = NA, timevar_survival = NA)

`param_to_be_estimated`	parameter of interest
`dataset`	data set to be provided
`method`	methd of estimation (for example, linear, logistic regression etc)
`indep_var`	the independent variable (column name in data file)
`info_get_method`	additional information on methods e.g Kaplan-Meier ot hazard
`info_distribution`	distribution name eg. for logistic regression -binomial
`covariates`	list of covariates - calculations to be done before passing
`strategycol`	column name containing arm details, default is NA
`strategyname`	name of the arm, default is NA
`timevar_survival`	time variable for survival analysis, default is NA

the results of the regression analysis

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mydata <- read.csv("https://stats.idre.ucla.edu/stat/data/binary.csv")
results_logit <- get_parameter_estimated_regression("admit", mydata,
"logistic regression", "gre", NA,"binomial", c("gpa", "factor(rank)"))