Package index

Pipeline infrastructure

init() print(<idx_tbl>)

Initialise the tidyindex pipeline

add_paras()

Add parameters to an index table object

variable_trans() trans_log10() trans_quadratic() trans_square_root() trans_cubic_root() trans_affine()

The variable transformation module

rescaling() rescale_zscore() rescale_minmax() rescale_center()

The rescaling module

dimension_reduction() aggregate_linear() aggregate_geometrical() aggregate_manual()

The dimension reduction module

temporal_aggregate() temporal_rolling_window()

The temporal processing module

distribution_fit() dist_gamma() dist_glo() dist_gev() dist_pe3()

The distribution fit module

normalise() norm_quantile()

The normalise module

Indexes calculation and anaysis

swap_values() swap_exprs()

Testing alternatives

compute_indexes() augment(<idx_res>)

Calculate multiple indexes at once

trans_thornthwaite() idx_spi() idx_spei() idx_rdi() idx_edi()

Drought-related index functions

Built-in data

tenterfield aus_climate queensland

Weather data for in-situ stations in Queensland from 1990 to 2020

hdi hdi_scales

Human Development Index (2022)

gggi gggi_weights

Global Gender Gap Index (2023)

aqi_ref_tbl pollutant_ref_tbl aqi

Air Quality Index (AQI)

Misc

theme_benchmark()

A ggplot2 theme for benchmarking the index series