Package index • windcut

Core window workflow

validate_weather_data(): Validate a Weather Time Series
aggregate_weather_daily(): Aggregate Weather Observations to Daily Data
make_windows(): Create Candidate Relative-Time Windows
plot_window_pane(): Plot a Window-Pane Grid
summarise_weather_window(): Summarise Weather Inside a Single Window
scan_windows(): Scan Candidate Weather Windows Relative to a Reference Time
window_pane(): Build a Wide Feature Table from Weather Windows
screen_window_features(): Screen Window-Derived Features Against a Disease Response
screen_feature_correlations(): Screen Pairwise Correlations Among Candidate Features

count_above() count_at_or_above() count_below() count_at_or_below() count_between() proportion_above() proportion_at_or_above() proportion_below() proportion_at_or_below() proportion_between(): Threshold-based summary functions
sum_above() sum_at_or_above() sum_below() sum_between() mean_above() mean_at_or_above() mean_below() mean_between(): Conditional value summary functions
degree_hours_above() degree_hours_below() degree_days_above() degree_days_below() thermal_time_above() thermal_time_between() hours_in_temperature_range() proportion_in_temperature_range(): Thermal-time summary functions
humid_hours() dry_hours() proportion_humid() proportion_dry() max_consecutive_humid_hours() max_consecutive_dry_hours() rainy_hours() rainy_days() rain_events() rain_event_count() max_rain_event() mean_rain_event() hours_since_last_rain() days_since_last_rain() wet_hours() wet_days() proportion_wet() max_consecutive_wet_hours() wet_spell_count() mean_wet_spell_duration() max_wet_spell_duration(): Weather-specific summary functions

max_consecutive_above() max_consecutive_at_or_above() max_consecutive_below() max_consecutive_at_or_below() max_consecutive_between() spell_count_above() spell_count_at_or_above() spell_count_below() spell_count_between() mean_spell_duration_above() max_spell_duration_above(): Consecutive spell summary functions

count_when() proportion_when() sum_when() mean_when() max_when() min_when() max_consecutive_when() spell_count_when() mean_spell_duration_when() max_spell_duration_when(): Multivariable condition summary functions

derive_dew_point() derive_vpd() derive_temperature_range() derive_leaf_wetness_from_rh() derive_leaf_wetness_from_rh_temp() derive_favorable_condition(): Derive meteorological variables

example_weather_data(): Example Weather Data
window_pane_demo_data: Demo Data for Window-Pane Workflows
fda_demo_data: Demo Data for Functional Data Analysis Workflows
simulate_weather_series(): Simulate a Weather Time Series
simulate_assessment_data(): Simulate One Disease Assessment per Weather Series

run_fda_analysis(): Run a Functional Data Analysis Workflow
plot_fda_means(): Plot FDA Mean Curves
plot_fda_difference(): Plot FDA Difference Curves
plot_fda_p_values(): Plot FDA Corrected P-Values
plot_fda_intervals(): Plot FDA Significant Intervals
fit_fda_group_model(): Fit a Function-on-Scalar Model from an FDA Workflow
extract_fda_features(): Extract Features from FDA Significant Intervals
make_functional_matrix(): Create a Functional Matrix from Long Data
functional_group_summary(): Summarise Functional Curves by Group
plot_functional_means(): Plot Smoothed Functional Means by Group
plot_functional_difference(): Plot Functional Differences Between Two Groups
functional_on_scalar(): Fit a Function-on-Scalar Regression
plot_functional_on_scalar(): Plot Function-on-Scalar Coefficient Functions
functional_interval_test(): Run an Interval-Wise Functional Test
extract_interval_features(): Extract Features from Functional Intervals