Files in maxikellerbauer/stAirPol
Spatio-temporal Modelling of Air Pollution Data
.Rbuildignore
.gitignore
DESCRIPTION
NAMESPACE
R/RcppExports.R
R/SQLite.R
R/aggregate_to_shape_file.R
R/aggregation_information.R
R/calculate_space_time_datasets.R
R/calculate_time_datasets.R
R/clean_model_data.R
R/combine_datasets.R
R/data_nuts3.R
R/data_plz_shape.R
R/download_dvd_data.R
R/download_luftdaten.R
R/download_open_traffic_map.R
R/download_sensor_age.R
R/evaluate_prediction_table.R
R/evalulate_prediction.R
R/fit_model.R
R/fit_subintervalls.R
R/fitted_vs_obs.R
R/format_dt_to_points.R
R/get_dwd_data.R
R/get_dwd_sensor_ids.R
R/get_model_frame.R
R/get_nuts_for_plz.R
R/get_opentransportmap_data.R
R/get_sensor_age.R
R/get_sensor_values.R
R/get_sensors.R
R/get_shape_for_plz.R
R/make_data_traffic.R
R/make_grid_traffic.R
R/muc_airPol_p1.R
R/muc_airPol_p1_8h.R
R/muc_airPol_p1_grid.R
R/muc_airPol_p2.R
R/muc_airPol_p2_8h.R
R/muc_airPol_p2_grid.R
R/optim_hist.R
R/optim_lambda.R
R/plot_parameters.R
R/predict_model.R
R/predict_split.R
R/rename_datasets.R
R/small_dataset.R
R/smooth_space_time_variables.R
R/split_db_in_months.R
R/time_formula functions.R
R/validate_st_predictions.R
README.md
data/NUTS_3.RData
data/mini_dataset.RData
data/muc_airPol_p1.RData
data/muc_airPol_p1_8h.RData
data/muc_airPol_p1_grid.RData
data/muc_airPol_p2.RData
data/muc_airPol_p2_8h.RData
data/muc_airPol_p2_grid.RData
data/plz_shape.RData
man/BIAS.Rd
man/Coverage.Rd
man/LD_download.Rd
man/LD_sql.Rd
man/LD_sql2.Rd
man/MAE.Rd
man/NUTS_3.Rd
man/RMSE.Rd
man/aggregate_to_shape_file.Rd
man/aggregation_information.Rd
man/calculate_hist_grid_points.Rd
man/calculate_space_time_datasets.Rd
man/calculate_time_datasets.Rd
man/check_hist.Rd
man/check_prediction.Rd
man/clean_model_data.Rd
man/combine_datasets.Rd
man/connection.Rd
man/download_OTM.Rd
man/download_dwd_data.Rd
man/download_sensor_age.Rd
man/estimate_grid_size.Rd
man/evaluate_prediction.Rd
man/evaluate_prediction_table.Rd
man/fit_sp_model.Rd
man/fit_subintervalls.Rd
man/format_dt_to_points.Rd
man/get_dwd_sensor_ids.Rd
man/get_model_frame.Rd
man/get_nuts_for_plz.Rd
man/get_opentransportmap_data.Rd
man/get_plz_shape.Rd
man/get_rain_data.Rd
man/get_sensor_age.Rd
man/get_sensor_measured_values.Rd
man/get_sensors.Rd
man/get_test_and_training_set.Rd
man/get_wind_data.Rd
man/hist_exp_cpp.Rd
man/hour.Rd
man/initializeDB.Rd
man/intercept.Rd
man/load_opentransportmap_data_nut3.Rd
man/make_data_traffic.Rd
man/make_grid_traffic.Rd
man/mini_dataset.Rd
man/muc_airPol_p1.Rd
man/muc_airPol_p1_8h.Rd
man/muc_airPol_p1_grid.Rd
man/muc_airPol_p2.Rd
man/muc_airPol_p2_8h.Rd
man/muc_airPol_p2_grid.Rd
man/optim_hist_para.Rd
man/optim_lambda.Rd
man/plot.spAirPol.valdidation_set.Rd
man/plot.stAirPol.parameters.Rd
man/plot.stAirPol.prediction.Rd
man/plz_shape.Rd
man/points_inside_multipolygon.Rd
man/predict.stAirPol.model.Rd
man/predict_split.Rd
man/print.spAirPol.valdidation_set.Rd
man/print.stAirPol.aggregation_information.Rd
man/rename_datasets.Rd
man/setup_station_table.Rd
man/smooth_loaction.Rd
man/smooth_space_time_variables.Rd
man/split_db_in_months.Rd
man/sql_load_sensor_measured_values.Rd
man/weekday.Rd
src/.gitignore
src/RcppExports.cpp
src/hist_cpp_exp.cpp
src/hist_exp_anti.cpp
stAirPol.Rproj
tests/testthat/test_model_fitting.R
vignettes/1_data_download.Rmd
vignettes/2_data_preparation.Rmd
vignettes/3_simple_modelling_and_crossvalidation.R
vignettes/3_simple_modelling_and_crossvalidation.Rmd
vignettes/3_simple_modelling_and_crossvalidation.html
vignettes/4_advanced_modelling.R
vignettes/4_advanced_modelling.Rmd
vignettes/4_advanced_modelling.html
vignettes/5_temporal_predictions.R
vignettes/5_temporal_predictions.Rmd
vignettes/5_temporal_predictions.html
vignettes/6_aggregation_to_administrative_level.R
vignettes/6_aggregation_to_administrative_level.Rmd
vignettes/6_aggregation_to_administrative_level.html
