control_function: method2: control function

In stzhu96/IVEAPHE55: What the Package Does (One Line, Title Case)

Description

method2: control function

Usage

control_function(
  data,
  time,
  dow,
  temperature,
  resid1,
  optimal.df1,
  optimal.df2,
  resid2,
  pbl,
  ws,
  deaths
)

Arguments

data	Data includes temperature, daily death toll, PM2.5 concentration, time variable, boundary layer height and wind speed.
time	Enter the time in a Date format, eg. 2016-01-01.
dow	Enter the day of week variable in a factor format, eg. Monday.
temperature	Enter the temperature in a numeric format, eg. 12.
resid1	Separation function gets result.You can see the details in Separation.R and README.
optimal.df1	The degrees of freedom of natural spline function with time variable for predicting the deaths in a numeric format, eg. 15.
optimal.df2	The degrees of freedom of natural spline function with temperature for predicting the deaths in a numeric format, eg. 15.
resid2	The residual resid1 and the instrument variables are obtained for support vector regression.
pbl	Enter the height of the planetary boundary layer in a numeric format, eg. 302.
ws	Enter the wind speed in a numeric format, eg. 0.8.
deaths	The daily death toll in a numeric format, eg. 40.

Value

the health effect of pm2.5 and its 95% CI by bootstrapping of time series.

stzhu96/IVEAPHE55 documentation built on Feb. 15, 2022, 8:29 a.m.