Statistical Tools for Climate Change Analysis
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Documentation for package ‘climatestatsr’ version 0.1.2
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| climatestatsr-package | Statistical Tools for Climate Change Analysis |
| aggregate_climate | Aggregate Climate Data to Coarser Time Steps |
| anomaly_baseline | Climate Anomaly Relative to a Baseline Period |
| autocorrelation_climate | Autocorrelation Analysis for Climate Series |
| change_point_detection | Change-Point Detection for Climate Series |
| climatestatsr | Statistical Tools for Climate Change Analysis |
| climate_summary | Comprehensive Climate Series Summary |
| cluster_climate_zones | K-Means Climate Zone Classification |
| cold_spell_detection | Cold Spell Detection |
| detection_attribution | Climate Change Detection and Attribution Test |
| diurnal_temp_range | Diurnal Temperature Range |
| drought_spell | Drought Spell Detection from Standardised Indices |
| elevation_lapse_rate | Environmental Lapse Rate Estimation |
| extreme_value_index | Extreme Value Index (Hill Estimator) |
| fill_gaps_climate | Gap-Filling for Climate Series |
| fingerprint_analysis | EOF-Based Spatial Fingerprint Analysis |
| fit_gev | Fit Generalised Extreme Value Distribution |
| frost_days | Frost Day Count |
| growing_degree_days | Growing Degree Days |
| heat_index | Heat Index (Apparent Temperature) |
| heat_wave_detection | Heat Wave Detection |
| homogenize_series | Homogenise a Climate Series Using SNHT |
| hot_cold_spots | Local Spatial Hot-Spot and Cold-Spot Detection (Getis-Ord Gi*) |
| mk_test | Mann-Kendall Trend Test |
| morans_i | Moran's I Test for Spatial Autocorrelation |
| optimal_fingerprint | Optimal Fingerprint Regression |
| pdsi_simple | Simplified Palmer Drought Severity Index |
| peaks_over_threshold | Peaks-Over-Threshold Analysis |
| plot.climate_test | S3 Methods for '"climate_test"' Objects |
| print.climate_test | S3 Methods for '"climate_test"' Objects |
| print.gev_fit | Print Method for GEV Fit Objects |
| return_period | Return Periods and Return Levels |
| rgev_sim | Simulate GEV Random Variates |
| rolling_trend | Rolling-Window Trend Analysis |
| seasonal_decompose_climate | Seasonal Climate Decomposition |
| sens_slope | Sen's Slope Estimator |
| spatial_anomaly | Spatial Climate Anomaly Field |
| spatial_interpolate | Spatial Interpolation for Climate Data |
| spatial_trend_field | Spatial Field of Climate Trends |
| spei | Standardised Precipitation-Evapotranspiration Index (SPEI) |
| spi | Standardised Precipitation Index (SPI) |
| standardize_climate | Standardise a Climate Variable |
| summary.climate_test | S3 Methods for '"climate_test"' Objects |
| temporal_homogeneity | Standard Normal Homogeneity Test (SNHT) |
| trend_significance | Multiple-Station Trend Significance with FDR/Bonferroni Correction |
| wind_chill | Wind Chill Temperature |