calc_alarm_rates: Calculate rates of true and false alarms

Description Usage Arguments Value Examples

View source: R/quickest_detection.R

Description

Calculate rates of true and false alarms

Usage

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calc_alarm_rates(qd_alarms, bloom_fert_df = bloom_fert_dates)

Arguments

qd_alarms

data frame of quickest detection alarms, output from format_qd

bloom_fert_df

data frame of fertilization start and end dates, see bloom_fert_dates for default and formatting

Value

data frame with true and false positive rates for combinations of variable and statistic

Examples

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use_vars <- c("Manual_Chl", "BGA_HYLB", "DO_Sat", "pH")
rw_stats <- calc_rolling_stats(ts_data, var_cols = use_vars)
qd_stats <- run_qd(rw_stats, var_cols = use_vars)
qd_alarms <- format_qd(qd_stats, bloom_fert_df = bloom_fert_dates)
calc_alarm_rates(qd_alarms)

cbuelo/tvsews documentation built on Jan. 21, 2022, 1:31 a.m.