Man pages for kassandra-ru/kassandr
Functions to Forecast Russian Macro Data in Kassandra Project
| add_fourier | Add fourier terms to tsibble |
| add_hf_lags | Add high frequency lags to low frequency tsibble |
| add_lags | Add lags of many variables |
| add_point_forecasts | Add point forecast to models tibble |
| add_trend | Add linear and root trends to tibble |
| Almon_lag | Constructs Almon lag polynomial |
| arima101_010_fun | Do forecast using ARIMA(1,0,1)-SARIMA(0,1,0) |
| arima101_101_fun | Do forecast using ARIMA(1,0,1)-SARIMA(1,0,1) |
| arima_estimator | arima estimator |
| arima_forecastor | arima forecastor |
| arima_fun | Do forecast using auto ARIMA |
| as_numeric_cyrillic | Convert russian numbers with comma into numeric |
| augment_tsibble_4_regression | Augment tsibble with usual regressors |
| calculate_mae_table | Calculate mae table from estimated models tibble |
| check_conversion | Checks conversion results |
| convert_1_06_0_xlsx | Converts Investment file from rosstat to tibble |
| convert_1_nn_doc | Converts 1-nn file from rosstat to tibble |
| convert_1_nn_xlsx | Converts 1-nn xlsx file from rosstat to tibble |
| convert_i_ipc_xlsx | Converts I_ipc file from rosstat to tibble |
| convert_ind_okved2_xls | Converts ind-baza-2018.xlsx or Ind_sub-2018.xls file from... |
| convert_ind_okved2_xls_one_sheet | Converts one sheet of ind-baza-2018.xlsx or Ind_sub-2018.xls... |
| convert_ind_okved2_xlsx | Converts ind_okved2 or ind_baza_2018 file from rosstat to... |
| convert_lendrate | Parse lending rates from cbr |
| convert_m2_m2_sa_xlsx | Converts m2-m2_sa file from rosstat to tibble |
| convert_reserves | Parse reserves data from cbr |
| convert_tab229_xls | Converts tab2.29.xls file from cbr to tibble |
| convert_tab5a_xls | Converts tab5a file from rosstat to tibble |
| convert_tab6b_xls | Converts tab6b file from rosstat to tibble |
| convert_tab9a_xls | Converts tab9a file from rosstat to tibble |
| convert_tab9_xls | Converts tab9 file from rosstat to tibble |
| convert_trade_xls | Converts trade.xls file from cbr to tibble |
| convert_urov_12kv_doc | Converts urov_12kv file from rosstat to tibble |
| date_to_string | Converts strings into dates in Russian language |
| download_statistics | Download all statistics |
| estimate_and_forecast | Estimate and forecast all models from model tibble |
| estimate_nonduplicate_models | Estimate non-duplicate models from model tibble |
| ets_estimator | ets estimator |
| ets_forecastor | ets forecastor |
| ets_fun | Do forecast using auto ETS |
| export_with_safe_date | Exports tsibble to csv correctly |
| extract_value | Extract value column and present it as ts |
| fill_duplicate_models | Fill duplicate models into model tibble |
| forecast_2_scalar | transforms forecast object into point forecast |
| gentle_as_numeric | transforms all numeric strings to numbers keeping non-numeric |
| get_first_date | Get first date from tsibble |
| get_last_date | Get last date from tsibble |
| get_last_n_obs | Get last high frequency observations |
| lasso_2_scalar_forecast | Obtain scalar forecast from lasso model |
| lasso_augmented_estimate | Estimate lasso model using tsibble with regressors |
| lasso_fun | Augment data and estimate lasso model |
| make_report | Produces report table |
| month_to_genetivus | Changes month name from nominativus to genetivus |
| numbers_string_2_vector | converts string with comma separated numbers to numeric... |
| param_string_2_tibble | converts string with parameter values to tibble |
| parse_exchangerate | Parse exchange rates from cbr |
| pipe | Pipe operator |
| prepare_model_list | Prepare model tibble for cross-validation |
| prepare_model_list2 | Prepare model tibble for forecasts |
| raise_warnings | Produces warnings table |
| ranger_2_scalar_forecast | Obtain scalar forecast from random forest (ranger) model |
| ranger_augmented_estimate | Estimate random forest (ranger) model using tsibble with... |
| ranger_fun | Augment data and estimate ranger model |
| read_datastream | Read excel files saved from data stream |
| remove_quotes | removes quotes around character vectors |
| replace_extension | Replace file extension by specified ending |
| split_variable_names | splits comma or plus separated variable names into a... |
| tbats_estimator | tbats estimator |
| tbats_forecastor | tbats forecastor |
| tbats_fun | Do forecast using auto TBATS |
| ts_2_tibble | Transform ts to tibble |
| unabbreviate_vector | unabbreviate vector |
| uni_model_2_scalar_forecast | Extract one scalar forecast from univariate model |
| watchdog | Tibble of converters and parsers to download data |
| write_csv2_cp1251 | Write csv file for cyrillic MS office |
