tempo_rescaling: rescale a data frame with columns: a Date col , id column,...

In WeiquanLuo/stNet: What the Package Does (One Line, Title Case)

Description

rescale a data frame with columns: a Date col , id column, val column

Usage

tempo_rescaling(df, date_col, indf_scale, destinate_scale, aggMethod)

Examples

data(weather_tmin_sf)
data(corn_yield_sf)
corn_yield_st <- corn_yield_sf
weather_tmin_st <- weather_tmin_sf
target_data_t <- spatio_fuse(target_stN = corn_yield_st,
                             data_stN = weather_tmin_st,
                             parm_nm = "tmax",
                             crs = 2163); target_data_t
target_data <- target_data_t %>%
  nest(data = c(target, predictor)); target_data
data <- target_data[which(target_data$county == "boone"), ]$data[[1]]; data
# humboldt for none; allamakee for one; boone for two
# data
date_col = c("Year", "Date")
scaling = c("Year","Month")
aggMethod = c("mean","max")
predictor <- tempo_rescaling(df = data$predictor[[1]],
                             date_col = date_col[2],
                             indf_scale = scaling[1],
                             destinate_scale = scaling[2],
                             aggMethod = aggMethod[2]);predictor
target <- tempo_rescaling(df = data$target[[1]],
                         date_col = date_col[1],
                         indf_scale = scaling[1],
                         destinate_scale = scaling[1],
                         aggMethod = aggMethod[1]); target

WeiquanLuo/stNet documentation built on Nov. 24, 2019, 5:11 p.m.