Model: ReichLab - SARIMA model with seasonal differencing API

    Name: SARIMA model with seasonal differencing
    Abbreviation: (No abbreviation)
    Owner: nick
    Project: CDC Flu challenge
    Team name: ReichLab
    Description: Team name: ReichLab.
    Team members: Evan L. Ray, Nicholas G. Reich.
    Data source(s): ilinet.
    Methods: A seasonal ARIMA model is fit using the auto.arima function in the forecast package for R. The data are log-transformed, any infinite or missing values after the transformation are linearly imputed, and a first-order seasonal difference (at lag 52 weeks) is taken before fitting the model. A separate model is fit for each region. Through iterating the one-step-ahead predictions, this model fit yields a joint predictive distribution for incidence in all remaining weeks of the season. Appropriate integrals of this joint distribution are calculated via Monte Carlo integration to obtain predictions for the seasonal quantities. For making prospective predictions for each season, only data before the start of that season were used in fitting model parameters. All code used in estimation and prediction is available at https://github.com/reichlab/2017-2018-cdc-flu-contest
    Home: https://github.com/FluSightNetwork/cdc-flusight-ensemble/tree/master/model-forecasts/component-models/ReichLab_sarima_seasonal_difference_TRUE
    Auxiliary data: (No auxiliary data)

    Forecasts (225)

    Time zero Data Filename Upload Date
    2010-10-24 20101024-ReichLab_sarima_seasonal_difference_TRUE-20101108.cdc.csv 2019-03-05 12:36:32
    2010-10-31 20101031-ReichLab_sarima_seasonal_difference_TRUE-20101115.cdc.csv 2019-03-05 12:36:33
    2010-11-07 20101107-ReichLab_sarima_seasonal_difference_TRUE-20101122.cdc.csv 2019-03-05 12:36:34
    2010-11-14 20101114-ReichLab_sarima_seasonal_difference_TRUE-20101129.cdc.csv 2019-03-05 12:36:34
    2010-11-21 20101121-ReichLab_sarima_seasonal_difference_TRUE-20101206.cdc.csv 2019-03-05 12:36:35
    2010-11-28 20101128-ReichLab_sarima_seasonal_difference_TRUE-20101213.cdc.csv 2019-03-05 12:36:36
    2010-12-05 20101205-ReichLab_sarima_seasonal_difference_TRUE-20101220.cdc.csv 2019-03-05 12:36:36
    2010-12-12 20101212-ReichLab_sarima_seasonal_difference_TRUE-20101227.cdc.csv 2019-03-05 12:36:37
    2010-12-19 20101219-ReichLab_sarima_seasonal_difference_TRUE-20110103.cdc.csv 2019-03-05 12:36:38
    2010-12-26 20101226-ReichLab_sarima_seasonal_difference_TRUE-20110110.cdc.csv 2019-03-05 12:36:39
    2011-01-02 20110102-ReichLab_sarima_seasonal_difference_TRUE-20110117.cdc.csv 2019-03-05 12:36:39
    2011-01-09 20110109-ReichLab_sarima_seasonal_difference_TRUE-20110124.cdc.csv 2019-03-05 12:36:40
    2011-01-16 20110116-ReichLab_sarima_seasonal_difference_TRUE-20110131.cdc.csv 2019-03-05 12:36:41
    2011-01-23 20110123-ReichLab_sarima_seasonal_difference_TRUE-20110207.cdc.csv 2019-03-05 12:36:42
    2011-01-30 20110130-ReichLab_sarima_seasonal_difference_TRUE-20110214.cdc.csv 2019-03-05 12:36:43
    2011-02-06 20110206-ReichLab_sarima_seasonal_difference_TRUE-20110221.cdc.csv 2019-03-05 12:36:43
    2011-02-13 20110213-ReichLab_sarima_seasonal_difference_TRUE-20110228.cdc.csv 2019-03-05 12:36:44
    2011-02-20 20110220-ReichLab_sarima_seasonal_difference_TRUE-20110307.cdc.csv 2019-03-05 12:36:45
    2011-02-27 20110227-ReichLab_sarima_seasonal_difference_TRUE-20110314.cdc.csv 2019-03-05 12:36:46
    2011-03-06 20110306-ReichLab_sarima_seasonal_difference_TRUE-20110321.cdc.csv 2019-03-05 12:36:46
    2011-03-13 20110313-ReichLab_sarima_seasonal_difference_TRUE-20110328.cdc.csv 2019-03-05 12:36:47
    2011-03-20 20110320-ReichLab_sarima_seasonal_difference_TRUE-20110404.cdc.csv 2019-03-05 12:36:48
    2011-03-27 20110327-ReichLab_sarima_seasonal_difference_TRUE-20110411.cdc.csv 2019-03-05 12:36:48
    2011-04-03 20110403-ReichLab_sarima_seasonal_difference_TRUE-20110418.cdc.csv 2019-03-05 12:36:49
    2011-04-10 20110410-ReichLab_sarima_seasonal_difference_TRUE-20110425.cdc.csv 2019-03-05 12:36:50
    2011-04-17 20110417-ReichLab_sarima_seasonal_difference_TRUE-20110502.cdc.csv 2019-03-05 12:36:50
    2011-04-24 20110424-ReichLab_sarima_seasonal_difference_TRUE-20110509.cdc.csv 2019-03-05 12:36:51
    2011-05-01 20110501-ReichLab_sarima_seasonal_difference_TRUE-20110516.cdc.csv 2019-03-05 12:36:51
    2011-10-23 20111023-ReichLab_sarima_seasonal_difference_TRUE-20111107.cdc.csv 2019-03-05 12:36:52
    2011-10-30 20111030-ReichLab_sarima_seasonal_difference_TRUE-20111114.cdc.csv 2019-03-05 12:36:52
    2011-11-06 20111106-ReichLab_sarima_seasonal_difference_TRUE-20111121.cdc.csv 2019-03-05 12:36:53
    2011-11-13 20111113-ReichLab_sarima_seasonal_difference_TRUE-20111128.cdc.csv 2019-03-05 12:36:54
    2011-11-20 20111120-ReichLab_sarima_seasonal_difference_TRUE-20111205.cdc.csv 2019-03-05 12:36:54
    2011-11-27 20111127-ReichLab_sarima_seasonal_difference_TRUE-20111212.cdc.csv 2019-03-05 12:36:55
    2011-12-04 20111204-ReichLab_sarima_seasonal_difference_TRUE-20111219.cdc.csv 2019-03-05 12:36:56
    2011-12-11 20111211-ReichLab_sarima_seasonal_difference_TRUE-20111226.cdc.csv 2019-03-05 12:36:57
    2011-12-18 20111218-ReichLab_sarima_seasonal_difference_TRUE-20120102.cdc.csv 2019-03-05 12:36:57
    2011-12-25 20111225-ReichLab_sarima_seasonal_difference_TRUE-20120109.cdc.csv 2019-03-05 12:36:58
    2012-01-01 20120101-ReichLab_sarima_seasonal_difference_TRUE-20120116.cdc.csv 2019-03-05 12:36:59
    2012-01-08 20120108-ReichLab_sarima_seasonal_difference_TRUE-20120123.cdc.csv 2019-03-05 12:37:00
    2012-01-15 20120115-ReichLab_sarima_seasonal_difference_TRUE-20120130.cdc.csv 2019-03-05 12:37:00
    2012-01-22 20120122-ReichLab_sarima_seasonal_difference_TRUE-20120206.cdc.csv 2019-03-05 12:37:01
    2012-01-29 20120129-ReichLab_sarima_seasonal_difference_TRUE-20120213.cdc.csv 2019-03-05 12:37:02
    2012-02-05 20120205-ReichLab_sarima_seasonal_difference_TRUE-20120220.cdc.csv 2019-03-05 12:37:02
    2012-02-12 20120212-ReichLab_sarima_seasonal_difference_TRUE-20120227.cdc.csv 2019-03-05 12:37:03
    2012-02-19 20120219-ReichLab_sarima_seasonal_difference_TRUE-20120305.cdc.csv 2019-03-05 12:37:04
    2012-02-26 20120226-ReichLab_sarima_seasonal_difference_TRUE-20120312.cdc.csv 2019-03-05 12:37:04
    2012-03-04 20120304-ReichLab_sarima_seasonal_difference_TRUE-20120319.cdc.csv 2019-03-05 12:37:05
    2012-03-11 20120311-ReichLab_sarima_seasonal_difference_TRUE-20120326.cdc.csv 2019-03-05 12:37:06
    2012-03-18 20120318-ReichLab_sarima_seasonal_difference_TRUE-20120402.cdc.csv 2019-03-05 12:37:06
    2012-03-25 20120325-ReichLab_sarima_seasonal_difference_TRUE-20120409.cdc.csv 2019-03-05 12:37:07
    2012-04-01 20120401-ReichLab_sarima_seasonal_difference_TRUE-20120416.cdc.csv 2019-03-05 12:37:07
    2012-04-08 20120408-ReichLab_sarima_seasonal_difference_TRUE-20120423.cdc.csv 2019-03-05 12:37:08
    2012-04-15 20120415-ReichLab_sarima_seasonal_difference_TRUE-20120430.cdc.csv 2019-03-05 12:37:08
    2012-04-22 20120422-ReichLab_sarima_seasonal_difference_TRUE-20120507.cdc.csv 2019-03-05 12:37:09
    2012-04-29 20120429-ReichLab_sarima_seasonal_difference_TRUE-20120514.cdc.csv 2019-03-05 12:37:09
    2012-10-21 20121021-ReichLab_sarima_seasonal_difference_TRUE-20121105.cdc.csv 2019-03-05 12:37:10
    2012-10-28 20121028-ReichLab_sarima_seasonal_difference_TRUE-20121112.cdc.csv 2019-03-05 12:37:10
    2012-11-04 20121104-ReichLab_sarima_seasonal_difference_TRUE-20121119.cdc.csv 2019-03-05 12:37:11
    2012-11-11 20121111-ReichLab_sarima_seasonal_difference_TRUE-20121126.cdc.csv 2019-03-05 12:37:12
    2012-11-18 20121118-ReichLab_sarima_seasonal_difference_TRUE-20121203.cdc.csv 2019-03-05 12:37:12
    2012-11-25 20121125-ReichLab_sarima_seasonal_difference_TRUE-20121210.cdc.csv 2019-03-05 12:37:13
    2012-12-02 20121202-ReichLab_sarima_seasonal_difference_TRUE-20121217.cdc.csv 2019-03-05 12:37:14
    2012-12-09 20121209-ReichLab_sarima_seasonal_difference_TRUE-20121224.cdc.csv 2019-03-05 12:37:15
    2012-12-16 20121216-ReichLab_sarima_seasonal_difference_TRUE-20121231.cdc.csv 2019-03-05 12:37:15
    2012-12-23 20121223-ReichLab_sarima_seasonal_difference_TRUE-20130107.cdc.csv 2019-03-05 12:37:16
    2012-12-30 20121230-ReichLab_sarima_seasonal_difference_TRUE-20130114.cdc.csv 2019-03-05 12:37:17
    2013-01-06 20130106-ReichLab_sarima_seasonal_difference_TRUE-20130121.cdc.csv 2019-03-05 12:37:18
    2013-01-13 20130113-ReichLab_sarima_seasonal_difference_TRUE-20130128.cdc.csv 2019-03-05 12:37:18
    2013-01-20 20130120-ReichLab_sarima_seasonal_difference_TRUE-20130204.cdc.csv 2019-03-05 12:37:19
    2013-01-27 20130127-ReichLab_sarima_seasonal_difference_TRUE-20130211.cdc.csv 2019-03-05 12:37:20
    2013-02-03 20130203-ReichLab_sarima_seasonal_difference_TRUE-20130218.cdc.csv 2019-03-05 12:37:20
    2013-02-10 20130210-ReichLab_sarima_seasonal_difference_TRUE-20130225.cdc.csv 2019-03-05 12:37:21
    2013-02-17 20130217-ReichLab_sarima_seasonal_difference_TRUE-20130304.cdc.csv 2019-03-05 12:37:22
    2013-02-24 20130224-ReichLab_sarima_seasonal_difference_TRUE-20130311.cdc.csv 2019-03-05 12:37:22
    2013-03-03 20130303-ReichLab_sarima_seasonal_difference_TRUE-20130318.cdc.csv 2019-03-05 12:37:23
    2013-03-10 20130310-ReichLab_sarima_seasonal_difference_TRUE-20130325.cdc.csv 2019-03-05 12:37:24
    2013-03-17 20130317-ReichLab_sarima_seasonal_difference_TRUE-20130401.cdc.csv 2019-03-05 12:37:24
    2013-03-24 20130324-ReichLab_sarima_seasonal_difference_TRUE-20130408.cdc.csv 2019-03-05 12:37:25
    2013-03-31 20130331-ReichLab_sarima_seasonal_difference_TRUE-20130415.cdc.csv 2019-03-05 12:37:25
    2013-04-07 20130407-ReichLab_sarima_seasonal_difference_TRUE-20130422.cdc.csv 2019-03-05 12:37:26
    2013-04-14 20130414-ReichLab_sarima_seasonal_difference_TRUE-20130429.cdc.csv 2019-03-05 12:37:26
    2013-04-21 20130421-ReichLab_sarima_seasonal_difference_TRUE-20130506.cdc.csv 2019-03-05 12:37:26
    2013-04-28 20130428-ReichLab_sarima_seasonal_difference_TRUE-20130513.cdc.csv 2019-03-05 12:37:27
    2013-10-20 20131020-ReichLab_sarima_seasonal_difference_TRUE-20131104.cdc.csv 2019-03-05 12:37:27
    2013-10-27 20131027-ReichLab_sarima_seasonal_difference_TRUE-20131111.cdc.csv 2019-03-05 12:37:28
    2013-11-03 20131103-ReichLab_sarima_seasonal_difference_TRUE-20131118.cdc.csv 2019-03-05 12:37:28
    2013-11-10 20131110-ReichLab_sarima_seasonal_difference_TRUE-20131125.cdc.csv 2019-03-05 12:37:29
    2013-11-17 20131117-ReichLab_sarima_seasonal_difference_TRUE-20131202.cdc.csv 2019-03-05 12:37:30
    2013-11-24 20131124-ReichLab_sarima_seasonal_difference_TRUE-20131209.cdc.csv 2019-03-05 12:37:30
    2013-12-01 20131201-ReichLab_sarima_seasonal_difference_TRUE-20131216.cdc.csv 2019-03-05 12:37:31
    2013-12-08 20131208-ReichLab_sarima_seasonal_difference_TRUE-20131223.cdc.csv 2019-03-05 12:37:32
    2013-12-15 20131215-ReichLab_sarima_seasonal_difference_TRUE-20131230.cdc.csv 2019-03-05 12:37:33
    2013-12-22 20131222-ReichLab_sarima_seasonal_difference_TRUE-20140106.cdc.csv 2019-03-05 12:37:33
    2013-12-29 20131229-ReichLab_sarima_seasonal_difference_TRUE-20140113.cdc.csv 2019-03-05 12:37:34
    2014-01-05 20140105-ReichLab_sarima_seasonal_difference_TRUE-20140120.cdc.csv 2019-03-05 12:37:35
    2014-01-12 20140112-ReichLab_sarima_seasonal_difference_TRUE-20140127.cdc.csv 2019-03-05 12:37:36
    2014-01-19 20140119-ReichLab_sarima_seasonal_difference_TRUE-20140203.cdc.csv 2019-03-05 12:37:36
    2014-01-26 20140126-ReichLab_sarima_seasonal_difference_TRUE-20140210.cdc.csv 2019-03-05 12:37:37
    2014-02-02 20140202-ReichLab_sarima_seasonal_difference_TRUE-20140217.cdc.csv 2019-03-05 12:37:38
    2014-02-09 20140209-ReichLab_sarima_seasonal_difference_TRUE-20140224.cdc.csv 2019-03-05 12:37:38
    2014-02-16 20140216-ReichLab_sarima_seasonal_difference_TRUE-20140303.cdc.csv 2019-03-05 12:37:39
    2014-02-23 20140223-ReichLab_sarima_seasonal_difference_TRUE-20140310.cdc.csv 2019-03-05 12:37:40
    2014-03-02 20140302-ReichLab_sarima_seasonal_difference_TRUE-20140317.cdc.csv 2019-03-05 12:37:40
    2014-03-09 20140309-ReichLab_sarima_seasonal_difference_TRUE-20140324.cdc.csv 2019-03-05 12:37:41
    2014-03-16 20140316-ReichLab_sarima_seasonal_difference_TRUE-20140331.cdc.csv 2019-03-05 12:37:41
    2014-03-23 20140323-ReichLab_sarima_seasonal_difference_TRUE-20140407.cdc.csv 2019-03-05 12:37:42
    2014-03-30 20140330-ReichLab_sarima_seasonal_difference_TRUE-20140414.cdc.csv 2019-03-05 12:37:42
    2014-04-06 20140406-ReichLab_sarima_seasonal_difference_TRUE-20140421.cdc.csv 2019-03-05 12:37:43
    2014-04-13 20140413-ReichLab_sarima_seasonal_difference_TRUE-20140428.cdc.csv 2019-03-05 12:37:43
    2014-04-20 20140420-ReichLab_sarima_seasonal_difference_TRUE-20140505.cdc.csv 2019-03-05 12:37:43
    2014-04-27 20140427-ReichLab_sarima_seasonal_difference_TRUE-20140512.cdc.csv 2019-03-05 12:37:44
    2014-10-19 20141019-ReichLab_sarima_seasonal_difference_TRUE-20141103.cdc.csv 2019-03-05 12:37:44
    2014-10-26 20141026-ReichLab_sarima_seasonal_difference_TRUE-20141110.cdc.csv 2019-03-05 12:37:45
    2014-11-02 20141102-ReichLab_sarima_seasonal_difference_TRUE-20141117.cdc.csv 2019-03-05 12:37:46
    2014-11-09 20141109-ReichLab_sarima_seasonal_difference_TRUE-20141124.cdc.csv 2019-03-05 12:37:46
    2014-11-16 20141116-ReichLab_sarima_seasonal_difference_TRUE-20141201.cdc.csv 2019-03-05 12:37:47
    2014-11-23 20141123-ReichLab_sarima_seasonal_difference_TRUE-20141208.cdc.csv 2019-03-05 12:37:48
    2014-11-30 20141130-ReichLab_sarima_seasonal_difference_TRUE-20141215.cdc.csv 2019-03-05 12:37:48
    2014-12-07 20141207-ReichLab_sarima_seasonal_difference_TRUE-20141222.cdc.csv 2019-03-05 12:37:49
    2014-12-14 20141214-ReichLab_sarima_seasonal_difference_TRUE-20141229.cdc.csv 2019-03-05 12:37:50
    2014-12-21 20141221-ReichLab_sarima_seasonal_difference_TRUE-20150105.cdc.csv 2019-03-05 12:37:51
    2014-12-28 20141228-ReichLab_sarima_seasonal_difference_TRUE-20150112.cdc.csv 2019-03-05 12:37:51
    2015-01-04 20150104-ReichLab_sarima_seasonal_difference_TRUE-20150119.cdc.csv 2019-03-05 12:37:52
    2015-01-11 20150111-ReichLab_sarima_seasonal_difference_TRUE-20150126.cdc.csv 2019-03-05 12:37:53
    2015-01-18 20150118-ReichLab_sarima_seasonal_difference_TRUE-20150202.cdc.csv 2019-03-05 12:37:54
    2015-01-25 20150125-ReichLab_sarima_seasonal_difference_TRUE-20150209.cdc.csv 2019-03-05 12:37:54
    2015-02-01 20150201-ReichLab_sarima_seasonal_difference_TRUE-20150216.cdc.csv 2019-03-05 12:37:55
    2015-02-08 20150208-ReichLab_sarima_seasonal_difference_TRUE-20150223.cdc.csv 2019-03-05 12:37:56
    2015-02-15 20150215-ReichLab_sarima_seasonal_difference_TRUE-20150302.cdc.csv 2019-03-05 12:37:56
    2015-02-22 20150222-ReichLab_sarima_seasonal_difference_TRUE-20150309.cdc.csv 2019-03-05 12:37:57
    2015-03-01 20150301-ReichLab_sarima_seasonal_difference_TRUE-20150316.cdc.csv 2019-03-05 12:37:57
    2015-03-08 20150308-ReichLab_sarima_seasonal_difference_TRUE-20150323.cdc.csv 2019-03-05 12:37:58
    2015-03-15 20150315-ReichLab_sarima_seasonal_difference_TRUE-20150330.cdc.csv 2019-03-05 12:37:58
    2015-03-22 20150322-ReichLab_sarima_seasonal_difference_TRUE-20150406.cdc.csv 2019-03-05 12:37:59
    2015-03-29 20150329-ReichLab_sarima_seasonal_difference_TRUE-20150413.cdc.csv 2019-03-05 12:38:00
    2015-04-05 20150405-ReichLab_sarima_seasonal_difference_TRUE-20150420.cdc.csv 2019-03-05 12:38:00
    2015-04-12 20150412-ReichLab_sarima_seasonal_difference_TRUE-20150427.cdc.csv 2019-03-05 12:38:00
    2015-04-19 20150419-ReichLab_sarima_seasonal_difference_TRUE-20150504.cdc.csv 2019-03-05 12:38:01
    2015-04-26 20150426-ReichLab_sarima_seasonal_difference_TRUE-20150511.cdc.csv 2019-03-05 12:38:01
    2015-05-03 20150503-ReichLab_sarima_seasonal_difference_TRUE-20150518.cdc.csv 2019-03-05 12:38:02
    2015-10-25 20151025-ReichLab_sarima_seasonal_difference_TRUE-20151109.cdc.csv 2019-03-05 12:38:02
    2015-11-01 20151101-ReichLab_sarima_seasonal_difference_TRUE-20151116.cdc.csv 2019-03-05 12:38:03
    2015-11-08 20151108-ReichLab_sarima_seasonal_difference_TRUE-20151123.cdc.csv 2019-03-05 12:38:03
    2015-11-15 20151115-ReichLab_sarima_seasonal_difference_TRUE-20151130.cdc.csv 2019-03-05 12:38:04
    2015-11-22 20151122-ReichLab_sarima_seasonal_difference_TRUE-20151207.cdc.csv 2019-03-05 12:38:05
    2015-11-29 20151129-ReichLab_sarima_seasonal_difference_TRUE-20151214.cdc.csv 2019-03-05 12:38:06
    2015-12-06 20151206-ReichLab_sarima_seasonal_difference_TRUE-20151221.cdc.csv 2019-03-05 12:38:06
    2015-12-13 20151213-ReichLab_sarima_seasonal_difference_TRUE-20151228.cdc.csv 2019-03-05 12:38:07
    2015-12-20 20151220-ReichLab_sarima_seasonal_difference_TRUE-20160104.cdc.csv 2019-03-05 12:38:08
    2015-12-27 20151227-ReichLab_sarima_seasonal_difference_TRUE-20160111.cdc.csv 2019-03-05 12:38:08
    2016-01-03 20160103-ReichLab_sarima_seasonal_difference_TRUE-20160118.cdc.csv 2019-03-05 12:38:09
    2016-01-10 20160110-ReichLab_sarima_seasonal_difference_TRUE-20160125.cdc.csv 2019-03-05 12:38:10
    2016-01-17 20160117-ReichLab_sarima_seasonal_difference_TRUE-20160201.cdc.csv 2019-03-05 12:38:10
    2016-01-24 20160124-ReichLab_sarima_seasonal_difference_TRUE-20160208.cdc.csv 2019-03-05 12:38:11
    2016-01-31 20160131-ReichLab_sarima_seasonal_difference_TRUE-20160215.cdc.csv 2019-03-05 12:38:12
    2016-02-07 20160207-ReichLab_sarima_seasonal_difference_TRUE-20160222.cdc.csv 2019-03-05 12:38:12
    2016-02-14 20160214-ReichLab_sarima_seasonal_difference_TRUE-20160229.cdc.csv 2019-03-05 12:38:13
    2016-02-21 20160221-ReichLab_sarima_seasonal_difference_TRUE-20160307.cdc.csv 2019-03-05 12:38:14
    2016-02-28 20160228-ReichLab_sarima_seasonal_difference_TRUE-20160314.cdc.csv 2019-03-05 12:38:14
    2016-03-06 20160306-ReichLab_sarima_seasonal_difference_TRUE-20160321.cdc.csv 2019-03-05 12:38:15
    2016-03-13 20160313-ReichLab_sarima_seasonal_difference_TRUE-20160328.cdc.csv 2019-03-05 12:38:16
    2016-03-20 20160320-ReichLab_sarima_seasonal_difference_TRUE-20160404.cdc.csv 2019-03-05 12:38:16
    2016-03-27 20160327-ReichLab_sarima_seasonal_difference_TRUE-20160411.cdc.csv 2019-03-05 12:38:17
    2016-04-03 20160403-ReichLab_sarima_seasonal_difference_TRUE-20160418.cdc.csv 2019-03-05 12:38:18
    2016-04-10 20160410-ReichLab_sarima_seasonal_difference_TRUE-20160425.cdc.csv 2019-03-05 12:38:18
    2016-04-17 20160417-ReichLab_sarima_seasonal_difference_TRUE-20160502.cdc.csv 2019-03-05 12:38:19
    2016-04-24 20160424-ReichLab_sarima_seasonal_difference_TRUE-20160509.cdc.csv 2019-03-05 12:38:20
    2016-05-01 20160501-ReichLab_sarima_seasonal_difference_TRUE-20160516.cdc.csv 2019-03-05 12:38:20
    2016-10-23 20161023-ReichLab_sarima_seasonal_difference_TRUE-20161107.cdc.csv 2019-03-05 12:38:21
    2016-10-30 20161030-ReichLab_sarima_seasonal_difference_TRUE-20161114.cdc.csv 2019-03-05 12:38:21
    2016-11-06 20161106-ReichLab_sarima_seasonal_difference_TRUE-20161121.cdc.csv 2019-03-05 12:38:22
    2016-11-13 20161113-ReichLab_sarima_seasonal_difference_TRUE-20161128.cdc.csv 2019-03-05 12:38:23
    2016-11-20 20161120-ReichLab_sarima_seasonal_difference_TRUE-20161205.cdc.csv 2019-03-05 12:38:23
    2016-11-27 20161127-ReichLab_sarima_seasonal_difference_TRUE-20161212.cdc.csv 2019-03-05 12:38:24
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