tests/testthat/_snaps/in.md
In InseeFr/disaggR: Two-Steps Benchmarks for Time Series Disaggregation
print in_sample prints
In-sample predictions (changes):
Benchmark Predicted value
2001 3.97399 NA
2002 2.36275 3.1911
2003 5.83842 3.8254
2004 8.59525 5.7304
2005 7.14708 4.7326
2006 9.81257 8.7435
2007 8.78514 8.7864
2008 4.75311 5.8039
2009 -6.69604 -5.0328
2010 -0.80264 -1.4775
2011 4.95002 4.8910
2012 -0.27211 0.9766
2013 0.09095 -0.3409
2014 -1.72649 -3.0229
2015 -3.60610 -2.6202
2016 0.23981 -0.5339
2017 6.02871 6.4588
2018 4.37726 4.1779
2019 5.96628 7.4314
in_revisions with different outliers
Code
print(res, digits = 4L)
Output
Comparison between two benchmarks (contributions):
High-frequency serie Smoothed part AO2006 Trend
Jan 2000 NA NA NA NA
Feb 2000 4.284e-03 1.979e-04 0.000 0
Mar 2000 -1.010e-02 4.023e-04 0.000 0
Apr 2000 -3.264e-03 5.830e-04 0.000 0
May 2000 -4.156e-03 7.696e-04 0.000 0
Jun 2000 -1.648e-03 9.497e-04 0.000 0
Jul 2000 -8.576e-03 1.136e-03 0.000 0
Aug 2000 8.233e-04 1.289e-03 0.000 0
Sep 2000 -2.636e-03 1.483e-03 0.000 0
Oct 2000 -2.582e-03 1.660e-03 0.000 0
Nov 2000 -1.361e-03 1.836e-03 0.000 0
Dec 2000 -8.965e-03 2.020e-03 0.000 0
Jan 2001 5.130e-04 2.145e-03 0.000 0
Feb 2001 -6.503e-03 2.527e-03 0.000 0
Mar 2001 1.806e-04 2.846e-03 0.000 0
Apr 2001 7.720e-04 3.224e-03 0.000 0
May 2001 -3.081e-03 3.611e-03 0.000 0
Jun 2001 -5.595e-04 3.956e-03 0.000 0
Jul 2001 5.392e-03 4.328e-03 0.000 0
Aug 2001 -1.324e-02 4.774e-03 0.000 0
Sep 2001 8.866e-03 4.989e-03 0.000 0
Oct 2001 -1.240e-02 5.483e-03 0.000 0
Nov 2001 1.167e-03 5.693e-03 0.000 0
Dec 2001 -3.563e-03 6.078e-03 0.000 0
Jan 2002 3.975e-03 6.393e-03 0.000 0
Feb 2002 1.241e-03 4.243e-03 0.000 0
Mar 2002 -1.113e-03 2.030e-03 0.000 0
Apr 2002 -1.146e-02 -2.015e-04 0.000 0
May 2002 1.609e-03 -2.376e-03 0.000 0
Jun 2002 1.345e-03 -4.567e-03 0.000 0
Jul 2002 3.926e-04 -6.767e-03 0.000 0
Aug 2002 -5.783e-03 -8.954e-03 0.000 0
Sep 2002 -8.208e-04 -1.099e-02 0.000 0
Oct 2002 -3.274e-03 -1.309e-02 0.000 0
Nov 2002 6.738e-03 -1.509e-02 0.000 0
Dec 2002 -2.528e-03 -1.745e-02 0.000 0
Jan 2003 -2.687e-03 -1.942e-02 0.000 0
Feb 2003 -4.399e-03 -1.083e-02 0.000 0
Mar 2003 3.482e-05 -2.390e-03 0.000 0
Apr 2003 -2.741e-04 5.870e-03 0.000 0
May 2003 4.327e-03 1.407e-02 0.000 0
Jun 2003 -7.537e-03 2.248e-02 0.000 0
Jul 2003 -9.364e-04 3.010e-02 0.000 0
Aug 2003 -6.566e-03 3.800e-02 0.000 0
Sep 2003 2.548e-03 4.523e-02 0.000 0
Oct 2003 -4.439e-03 5.326e-02 0.000 0
Nov 2003 4.915e-04 6.045e-02 0.000 0
Dec 2003 -4.161e-03 6.811e-02 0.000 0
Jan 2004 -1.009e-02 7.515e-02 0.000 0
Feb 2004 9.787e-05 4.494e-02 0.000 0
Mar 2004 1.368e-03 1.601e-02 0.000 0
Apr 2004 -1.175e-02 -1.275e-02 0.000 0
May 2004 1.813e-03 -4.069e-02 0.000 0
Jun 2004 -2.560e-04 -6.877e-02 0.000 0
Jul 2004 -5.331e-03 -9.649e-02 0.000 0
Aug 2004 7.434e-03 -1.230e-01 0.000 0
Sep 2004 -9.122e-03 -1.520e-01 0.000 0
Oct 2004 -1.794e-03 -1.755e-01 0.000 0
Nov 2004 -3.015e-04 -2.006e-01 0.000 0
Dec 2004 1.190e-04 -2.259e-01 0.000 0
Jan 2005 -1.110e-03 -2.510e-01 0.000 0
Feb 2005 1.313e-03 -1.492e-01 0.000 0
Mar 2005 2.893e-03 -4.762e-02 0.000 0
Apr 2005 5.687e-03 5.259e-02 0.000 0
May 2005 -8.821e-04 1.510e-01 0.000 0
Jun 2005 2.820e-03 2.499e-01 0.000 0
Jul 2005 4.955e-03 3.469e-01 0.000 0
Aug 2005 -2.664e-04 4.381e-01 0.000 0
Sep 2005 -3.888e-03 5.334e-01 0.000 0
Oct 2005 1.186e-03 6.268e-01 0.000 0
Nov 2005 -3.352e-02 7.265e-01 0.000 0
Dec 2005 3.716e-02 8.104e-01 0.000 0
Jan 2006 -3.376e-02 9.257e-01 -5.111 0
Feb 2006 8.182e-03 7.378e-01 0.000 0
Mar 2006 1.713e-03 5.882e-01 0.000 0
Apr 2006 -8.413e-06 4.383e-01 0.000 0
May 2006 -1.572e-02 2.936e-01 0.000 0
Jun 2006 -1.021e-02 1.455e-01 0.000 0
Jul 2006 -9.171e-03 2.182e-03 0.000 0
Aug 2006 3.911e-03 -1.385e-01 0.000 0
Sep 2006 -1.150e-02 -2.793e-01 0.000 0
Oct 2006 2.545e-03 -4.141e-01 0.000 0
Nov 2006 -5.824e-03 -5.516e-01 0.000 0
Dec 2006 2.073e-03 -6.766e-01 0.000 0
Jan 2007 4.362e-03 -7.914e-01 4.385 0
Feb 2007 -2.572e-02 -7.314e-01 0.000 0
Mar 2007 -9.329e-03 -6.338e-01 0.000 0
Apr 2007 7.229e-03 -5.423e-01 0.000 0
May 2007 -2.031e-02 -4.576e-01 0.000 0
Jun 2007 1.968e-04 -3.639e-01 0.000 0
Jul 2007 1.716e-04 -2.810e-01 0.000 0
Aug 2007 1.041e-04 -1.991e-01 0.000 0
Sep 2007 1.952e-03 -1.175e-01 0.000 0
Oct 2007 3.286e-03 -3.615e-02 0.000 0
Nov 2007 -6.195e-03 4.402e-02 0.000 0
Dec 2007 8.108e-03 1.255e-01 0.000 0
Jan 2008 8.192e-03 2.031e-01 0.000 0
Feb 2008 7.497e-04 1.774e-01 0.000 0
Mar 2008 -9.116e-04 1.556e-01 0.000 0
Apr 2008 3.229e-03 1.323e-01 0.000 0
May 2008 2.949e-03 1.138e-01 0.000 0
Jun 2008 -5.971e-03 9.398e-02 0.000 0
Jul 2008 4.810e-04 7.209e-02 0.000 0
Aug 2008 -3.543e-03 5.140e-02 0.000 0
Sep 2008 5.054e-03 3.034e-02 0.000 0
Oct 2008 -3.028e-03 9.526e-03 0.000 0
Nov 2008 1.768e-02 -1.166e-02 0.000 0
Dec 2008 -3.962e-03 -3.379e-02 0.000 0
Jan 2009 9.446e-03 -5.563e-02 0.000 0
Feb 2009 7.753e-04 -5.091e-02 0.000 0
Mar 2009 1.558e-03 -4.537e-02 0.000 0
Apr 2009 -6.701e-04 -3.977e-02 0.000 0
May 2009 5.264e-03 -3.392e-02 0.000 0
Jun 2009 -8.523e-04 -2.832e-02 0.000 0
Jul 2009 -1.345e-03 -2.226e-02 0.000 0
Aug 2009 3.557e-03 -1.614e-02 0.000 0
Sep 2009 2.981e-03 -1.012e-02 0.000 0
Oct 2009 -2.056e-03 -3.968e-03 0.000 0
Nov 2009 1.400e-03 2.269e-03 0.000 0
Dec 2009 -5.216e-03 8.521e-03 0.000 0
Jan 2010 5.954e-03 1.456e-02 0.000 0
Feb 2010 6.052e-03 1.344e-02 0.000 0
Mar 2010 7.855e-04 1.227e-02 0.000 0
Apr 2010 -1.323e-03 1.092e-02 0.000 0
May 2010 -5.087e-03 9.529e-03 0.000 0
Jun 2010 -3.687e-03 8.084e-03 0.000 0
Jul 2010 -2.652e-03 6.693e-03 0.000 0
Aug 2010 2.026e-03 5.338e-03 0.000 0
Sep 2010 -8.066e-03 4.037e-03 0.000 0
Oct 2010 2.449e-03 2.678e-03 0.000 0
Nov 2010 -8.193e-03 1.389e-03 0.000 0
Dec 2010 3.545e-03 9.431e-05 0.000 0
Jan 2011 -2.230e-03 -1.191e-03 0.000 0
Feb 2011 -8.279e-04 -9.948e-04 0.000 0
Mar 2011 -3.343e-03 -8.053e-04 0.000 0
Apr 2011 -1.371e-03 -6.143e-04 0.000 0
May 2011 -3.594e-03 -4.295e-04 0.000 0
Jun 2011 2.674e-03 -2.467e-04 0.000 0
Jul 2011 -1.043e-02 -6.465e-05 0.000 0
Aug 2011 9.460e-03 1.052e-04 0.000 0
Sep 2011 -2.788e-03 2.997e-04 0.000 0
Oct 2011 1.139e-04 4.761e-04 0.000 0
Nov 2011 -1.013e-02 6.592e-04 0.000 0
Dec 2011 -9.093e-04 8.056e-04 0.000 0
Jan 2012 5.525e-03 9.807e-04 0.000 0
Feb 2012 4.754e-03 9.381e-04 0.000 0
Mar 2012 -7.192e-03 8.880e-04 0.000 0
Apr 2012 6.024e-04 7.929e-04 0.000 0
May 2012 -2.292e-03 7.254e-04 0.000 0
Jun 2012 3.252e-03 6.490e-04 0.000 0
Jul 2012 -7.016e-03 5.866e-04 0.000 0
Aug 2012 6.456e-03 5.010e-04 0.000 0
Sep 2012 2.277e-03 4.417e-04 0.000 0
Oct 2012 -3.444e-03 3.720e-04 0.000 0
Nov 2012 6.359e-03 2.949e-04 0.000 0
Dec 2012 -7.892e-05 2.258e-04 0.000 0
Jan 2013 -6.905e-03 1.504e-04 0.000 0
Feb 2013 5.593e-03 4.916e-05 0.000 0
Mar 2013 8.833e-03 -5.256e-05 0.000 0
Apr 2013 -1.461e-02 -1.599e-04 0.000 0
May 2013 5.618e-04 -2.500e-04 0.000 0
Jun 2013 3.121e-03 -3.501e-04 0.000 0
Jul 2013 -5.544e-03 -4.543e-04 0.000 0
Aug 2013 -1.618e-03 -5.443e-04 0.000 0
Sep 2013 4.027e-03 -6.390e-04 0.000 0
Oct 2013 2.563e-03 -7.462e-04 0.000 0
Nov 2013 -8.285e-03 -8.513e-04 0.000 0
Dec 2013 -4.813e-03 -9.252e-04 0.000 0
Jan 2014 2.052e-02 -1.005e-03 0.000 0
Feb 2014 -7.394e-03 -1.028e-03 0.000 0
Mar 2014 1.230e-03 -9.630e-04 0.000 0
Apr 2014 2.800e-03 -9.225e-04 0.000 0
May 2014 6.268e-03 -8.846e-04 0.000 0
Jun 2014 -1.139e-02 -8.494e-04 0.000 0
Jul 2014 9.163e-03 -7.956e-04 0.000 0
Aug 2014 -1.230e-02 -7.598e-04 0.000 0
Sep 2014 8.989e-03 -7.173e-04 0.000 0
Oct 2014 1.496e-03 -6.762e-04 0.000 0
Nov 2014 5.866e-03 -6.343e-04 0.000 0
Dec 2014 -5.439e-03 -5.854e-04 0.000 0
Jan 2015 4.331e-03 -5.520e-04 0.000 0
Feb 2015 1.779e-04 -5.500e-04 0.000 0
Mar 2015 -3.143e-04 -5.552e-04 0.000 0
Apr 2015 1.131e-03 -5.604e-04 0.000 0
May 2015 6.960e-03 -5.642e-04 0.000 0
Jun 2015 -1.027e-02 -5.674e-04 0.000 0
Jul 2015 1.858e-03 -5.712e-04 0.000 0
Aug 2015 1.918e-03 -5.742e-04 0.000 0
Sep 2015 3.397e-04 -5.781e-04 0.000 0
Oct 2015 -2.932e-03 -5.806e-04 0.000 0
Nov 2015 -3.734e-03 -5.776e-04 0.000 0
Dec 2015 4.984e-03 -5.704e-04 0.000 0
Jan 2016 2.475e-03 -5.802e-04 0.000 0
Feb 2016 -6.229e-03 -2.687e-04 0.000 0
Mar 2016 7.119e-03 5.164e-05 0.000 0
Apr 2016 2.502e-03 3.632e-04 0.000 0
May 2016 -9.034e-03 6.814e-04 0.000 0
Jun 2016 8.563e-03 9.831e-04 0.000 0
Jul 2016 -1.141e-03 1.316e-03 0.000 0
Aug 2016 -8.355e-04 1.630e-03 0.000 0
Sep 2016 -1.044e-02 1.943e-03 0.000 0
Oct 2016 2.347e-03 2.209e-03 0.000 0
Nov 2016 -6.872e-03 2.532e-03 0.000 0
Dec 2016 3.847e-03 2.800e-03 0.000 0
Jan 2017 -3.694e-03 3.137e-03 0.000 0
Feb 2017 -5.212e-03 2.979e-03 0.000 0
Mar 2017 -1.030e-02 2.812e-03 0.000 0
Apr 2017 1.626e-02 2.620e-03 0.000 0
May 2017 -2.584e-02 2.584e-03 0.000 0
Jun 2017 -5.848e-03 2.323e-03 0.000 0
Jul 2017 8.445e-03 2.169e-03 0.000 0
Aug 2017 5.359e-03 2.079e-03 0.000 0
Sep 2017 -4.456e-03 1.968e-03 0.000 0
Oct 2017 -3.960e-04 1.821e-03 0.000 0
Nov 2017 -3.386e-03 1.688e-03 0.000 0
Dec 2017 -1.088e-02 1.548e-03 0.000 0
Jan 2018 2.631e-03 1.395e-03 0.000 0
Feb 2018 -7.658e-04 1.319e-03 0.000 0
Mar 2018 1.385e-02 1.237e-03 0.000 0
Apr 2018 -1.664e-02 1.191e-03 0.000 0
May 2018 1.075e-02 1.076e-03 0.000 0
Jun 2018 -1.465e-02 1.026e-03 0.000 0
Jul 2018 7.555e-03 9.137e-04 0.000 0
Aug 2018 -1.282e-02 8.578e-04 0.000 0
Sep 2018 5.746e-03 7.486e-04 0.000 0
Oct 2018 -1.192e-02 6.892e-04 0.000 0
Nov 2018 3.710e-03 5.806e-04 0.000 0
Dec 2018 -6.128e-03 5.156e-04 0.000 0
Jan 2019 -8.889e-04 4.216e-04 0.000 0
Feb 2019 -5.857e-03 1.389e-03 0.000 0
Mar 2019 -9.525e-03 2.326e-03 0.000 0
Apr 2019 -6.422e-04 3.215e-03 0.000 0
May 2019 -3.072e-04 4.156e-03 0.000 0
Jun 2019 9.058e-03 5.095e-03 0.000 0
Jul 2019 -9.165e-04 6.149e-03 0.000 0
Aug 2019 -2.294e-02 7.077e-03 0.000 0
Sep 2019 1.011e-02 7.659e-03 0.000 0
Oct 2019 2.517e-03 8.716e-03 0.000 0
Nov 2019 -1.387e-03 9.642e-03 0.000 0
Dec 2019 1.980e-03 1.048e-02 0.000 0
Jan 2020 -2.157e-03 1.136e-02 0.000 0
Feb 2020 1.620e-02 1.031e-02 0.000 0
Mar 2020 2.132e-02 9.578e-03 0.000 0
Apr 2020 6.156e-02 8.870e-03 0.000 0
May 2020 4.161e-02 8.619e-03 0.000 0
Code
print(res, digits = 4L)
Output
Comparison between two benchmarks (contributions):
High-frequency serie Smoothed part AO2006 LS2010 Trend
Jan 2005 NA NA NA NA NA
Feb 2005 0.0308641 0.0211338 0.000 0.000 0
Mar 2005 0.0537376 0.0421628 0.000 0.000 0
Apr 2005 0.0989501 0.0629672 0.000 0.000 0
May 2005 -0.0164867 0.0832920 0.000 0.000 0
Jun 2005 0.0670869 0.1041428 0.000 0.000 0
Jul 2005 0.2179855 0.1242035 0.000 0.000 0
Aug 2005 0.0578758 0.1423687 0.000 0.000 0
Sep 2005 0.0964763 0.1617240 0.000 0.000 0
Oct 2005 -0.0139654 0.1802515 0.000 0.000 0
Nov 2005 0.2403089 0.2000869 0.000 0.000 0
Dec 2005 -0.1823886 0.2154535 0.000 0.000 0
Jan 2006 0.1198825 0.2380358 -2.009 0.000 0
Feb 2006 0.1183766 0.1792036 0.000 0.000 0
Mar 2006 0.1428865 0.1213617 0.000 0.000 0
Apr 2006 0.0002401 0.0644535 0.000 0.000 0
May 2006 0.2212296 0.0092158 0.000 0.000 0
Jun 2006 0.1077196 -0.0454463 0.000 0.000 0
Jul 2006 0.0861620 -0.0986976 0.000 0.000 0
Aug 2006 -0.0369763 -0.1509795 0.000 0.000 0
Sep 2006 0.1231893 -0.2037747 0.000 0.000 0
Oct 2006 -0.0367234 -0.2538684 0.000 0.000 0
Nov 2006 0.1664058 -0.3057221 0.000 0.000 0
Dec 2006 0.2386409 -0.3528411 0.000 0.000 0
Jan 2007 0.0726498 -0.3966587 1.764 0.000 0
Feb 2007 0.1023004 -0.3648417 0.000 0.000 0
Mar 2007 0.0513006 -0.3246587 0.000 0.000 0
Apr 2007 -0.0580901 -0.2865076 0.000 0.000 0
May 2007 0.2619098 -0.2508277 0.000 0.000 0
Jun 2007 -0.0050021 -0.2109351 0.000 0.000 0
Jul 2007 -0.0178244 -0.1755205 0.000 0.000 0
Aug 2007 0.0081928 -0.1404612 0.000 0.000 0
Sep 2007 0.0692697 -0.1053973 0.000 0.000 0
Oct 2007 0.0886262 -0.0703462 0.000 0.000 0
Nov 2007 -0.1561525 -0.0357406 0.000 0.000 0
Dec 2007 0.2234481 -0.0014758 0.000 0.000 0
Jan 2008 0.3093311 0.0322843 0.000 0.000 0
Feb 2008 0.0714658 0.0219327 0.000 0.000 0
Mar 2008 0.2411069 0.0124597 0.000 0.000 0
Apr 2008 -0.1975654 0.0032627 0.000 0.000 0
May 2008 -0.1077042 -0.0061526 0.000 0.000 0
Jun 2008 0.1625132 -0.0158048 0.000 0.000 0
Jul 2008 -0.0108892 -0.0246789 0.000 0.000 0
Aug 2008 0.0708745 -0.0341656 0.000 0.000 0
Sep 2008 -0.0936643 -0.0432774 0.000 0.000 0
Oct 2008 0.0537529 -0.0536163 0.000 0.000 0
Nov 2008 -0.3113497 -0.0630644 0.000 0.000 0
Dec 2008 0.0708975 -0.0763482 0.000 0.000 0
Jan 2009 -0.1789477 -0.0862753 0.000 0.000 0
Feb 2009 -0.0160844 -0.0353695 0.000 0.000 0
Mar 2009 -0.0353067 0.0184688 0.000 0.000 0
Apr 2009 0.0164757 0.0731745 0.000 0.000 0
May 2009 -0.1393609 0.1283441 0.000 0.000 0
Jun 2009 0.0239745 0.1852643 0.000 0.000 0
Jul 2009 0.0398280 0.2409406 0.000 0.000 0
Aug 2009 -0.1092018 0.2958057 0.000 0.000 0
Sep 2009 -0.0930094 0.3535164 0.000 0.000 0
Oct 2009 0.0639954 0.4110276 0.000 0.000 0
Nov 2009 -0.0426793 0.4628571 0.000 0.000 0
Dec 2009 0.1521894 0.5171562 0.000 0.000 0
Jan 2010 -0.1633876 0.5613171 0.000 -3.822 0
Feb 2010 -0.2061003 0.5223167 0.000 0.000 0
Mar 2010 -0.0249007 0.4577545 0.000 0.000 0
Apr 2010 0.0394713 0.3872859 0.000 0.000 0
May 2010 0.1440742 0.3159746 0.000 0.000 0
Jun 2010 0.1001742 0.2438495 0.000 0.000 0
Jul 2010 0.0695948 0.1744069 0.000 0.000 0
Aug 2010 -0.0517592 0.1068052 0.000 0.000 0
Sep 2010 0.2016866 0.0409217 0.000 0.000 0
Oct 2010 -0.0607255 -0.0249928 0.000 0.000 0
Nov 2010 0.2020105 -0.0900517 0.000 0.000 0
Dec 2010 -0.0880845 -0.1527657 0.000 0.000 0
Jan 2011 0.0559186 -0.2178679 0.000 0.000 0
Feb 2011 0.0211706 -0.1954319 0.000 0.000 0
Mar 2011 0.0869424 -0.1737691 0.000 0.000 0
Apr 2011 0.0362136 -0.1515944 0.000 0.000 0
May 2011 0.0961884 -0.1302530 0.000 0.000 0
Jun 2011 -0.0724391 -0.1086032 0.000 0.000 0
Jul 2011 0.2843508 -0.0884220 0.000 0.000 0
Aug 2011 -0.2610101 -0.0661017 0.000 0.000 0
Sep 2011 0.0768667 -0.0468631 0.000 0.000 0
Oct 2011 -0.0031526 -0.0258626 0.000 0.000 0
Nov 2011 0.2806003 -0.0051466 0.000 0.000 0
Dec 2011 0.0252840 0.0158560 0.000 0.000 0
Jan 2012 -0.1532425 0.0364289 0.000 0.000 0
Feb 2012 -0.1308159 0.0318503 0.000 0.000 0
Mar 2012 0.1965023 0.0271702 0.000 0.000 0
Apr 2012 -0.0164543 0.0223825 0.000 0.000 0
May 2012 0.0623770 0.0176051 0.000 0.000 0
Jun 2012 -0.0883376 0.0128086 0.000 0.000 0
Jul 2012 0.1897503 0.0079512 0.000 0.000 0
Aug 2012 -0.1749171 0.0031919 0.000 0.000 0
Sep 2012 -0.0613832 -0.0017735 0.000 0.000 0
Oct 2012 0.0926358 -0.0067080 0.000 0.000 0
Nov 2012 -0.1712979 -0.0115078 0.000 0.000 0
Dec 2012 0.0021189 -0.0165933 0.000 0.000 0
Jan 2013 0.1855189 -0.0214898 0.000 0.000 0
Feb 2013 -0.1509867 -0.0167127 0.000 0.000 0
Mar 2013 -0.2379794 -0.0122762 0.000 0.000 0
Apr 2013 0.3922107 -0.0077463 0.000 0.000 0
May 2013 -0.0152059 -0.0031284 0.000 0.000 0
Jun 2013 -0.0845214 0.0014056 0.000 0.000 0
Jul 2013 0.1499991 0.0060069 0.000 0.000 0
Aug 2013 0.0439375 0.0103738 0.000 0.000 0
Sep 2013 -0.1094921 0.0147925 0.000 0.000 0
Oct 2013 -0.0695687 0.0194743 0.000 0.000 0
Nov 2013 0.2247129 0.0241324 0.000 0.000 0
Dec 2013 0.1311456 0.0280393 0.000 0.000 0
Jan 2014 -0.5608337 0.0320550 0.000 0.000 0
Feb 2014 0.1998222 0.0320092 0.000 0.000 0
Mar 2014 -0.0333818 0.0297464 0.000 0.000 0
Apr 2014 -0.0759537 0.0281015 0.000 0.000 0
May 2014 -0.1697984 0.0265129 0.000 0.000 0
Jun 2014 0.3076363 0.0249685 0.000 0.000 0
Jul 2014 -0.2490106 0.0230623 0.000 0.000 0
Aug 2014 0.3325765 0.0214693 0.000 0.000 0
Sep 2014 -0.2447641 0.0198827 0.000 0.000 0
Oct 2014 -0.0405612 0.0181337 0.000 0.000 0
Nov 2014 -0.1589409 0.0164292 0.000 0.000 0
Dec 2014 0.1469792 0.0144800 0.000 0.000 0
Jan 2015 -0.1174232 0.0130651 0.000 0.000 0
Feb 2015 -0.0048141 0.0133561 0.000 0.000 0
Mar 2015 0.0085058 0.0138934 0.000 0.000 0
Apr 2015 -0.0306236 0.0144399 0.000 0.000 0
May 2015 -0.1884375 0.0149389 0.000 0.000 0
Jun 2015 0.2770202 0.0153784 0.000 0.000 0
Jul 2015 -0.0504121 0.0159741 0.000 0.000 0
Aug 2015 -0.0520160 0.0164569 0.000 0.000 0
Sep 2015 -0.0092049 0.0169628 0.000 0.000 0
Oct 2015 0.0794519 0.0174454 0.000 0.000 0
Nov 2015 0.1013414 0.0177908 0.000 0.000 0
Dec 2015 -0.1355700 0.0180219 0.000 0.000 0
Jan 2016 -0.0671621 0.0186755 0.000 0.000 0
Feb 2016 0.1688055 0.0091477 0.000 0.000 0
Mar 2016 -0.1935711 -0.0006251 0.000 0.000 0
Apr 2016 -0.0677633 -0.0101278 0.000 0.000 0
May 2016 0.2442943 -0.0198004 0.000 0.000 0
Jun 2016 -0.2325915 -0.0291203 0.000 0.000 0
Jul 2016 0.0308313 -0.0390852 0.000 0.000 0
Aug 2016 0.0225833 -0.0486176 0.000 0.000 0
Sep 2016 0.2821394 -0.0581212 0.000 0.000 0
Oct 2016 -0.0637408 -0.0665151 0.000 0.000 0
Nov 2016 0.1862052 -0.0761785 0.000 0.000 0
Dec 2016 -0.1045209 -0.0845448 0.000 0.000 0
Jan 2017 0.1000511 -0.0944523 0.000 0.000 0
Feb 2017 0.1413035 -0.0863130 0.000 0.000 0
Mar 2017 0.2795547 -0.0780888 0.000 0.000 0
Apr 2017 -0.4432651 -0.0694393 0.000 0.000 0
May 2017 0.6969719 -0.0638907 0.000 0.000 0
Jun 2017 0.1595495 -0.0542119 0.000 0.000 0
Jul 2017 -0.2306900 -0.0466334 0.000 0.000 0
Aug 2017 -0.1454516 -0.0400673 0.000 0.000 0
Sep 2017 0.1203505 -0.0331097 0.000 0.000 0
Oct 2017 0.0106965 -0.0257453 0.000 0.000 0
Nov 2017 0.0912884 -0.0185713 0.000 0.000 0
Dec 2017 0.2930827 -0.0114359 0.000 0.000 0
Jan 2018 -0.0710986 -0.0045437 0.000 0.000 0
Feb 2018 0.0206077 -0.0157156 0.000 0.000 0
Mar 2018 -0.3722589 -0.0268827 0.000 0.000 0
Apr 2018 0.4433970 -0.0388314 0.000 0.000 0
May 2018 -0.2887788 -0.0490379 0.000 0.000 0
Jun 2018 0.3915246 -0.0612807 0.000 0.000 0
Jul 2018 -0.2037040 -0.0708248 0.000 0.000 0
Aug 2018 0.3449449 -0.0830285 0.000 0.000 0
Sep 2018 -0.1561212 -0.0920645 0.000 0.000 0
Oct 2018 0.3242470 -0.1041903 0.000 0.000 0
Nov 2018 -0.1019586 -0.1127126 0.000 0.000 0
Dec 2018 0.1689729 -0.1245297 0.000 0.000 0
Jan 2019 0.0247398 -0.1339050 0.000 0.000 0
Feb 2019 0.1641948 -0.1113003 0.000 0.000 0
Mar 2019 0.2687744 -0.0878521 0.000 0.000 0
Apr 2019 0.0182160 -0.0644288 0.000 0.000 0
May 2019 0.0086881 -0.0426018 0.000 0.000 0
Jun 2019 -0.2545304 -0.0208330 0.000 0.000 0
Jul 2019 0.0253711 0.0009563 0.000 0.000 0
Aug 2019 0.6272188 0.0230729 0.000 0.000 0
Sep 2019 -0.2753809 0.0431592 0.000 0.000 0
Oct 2019 -0.0668800 0.0656791 0.000 0.000 0
Nov 2019 0.0360232 0.0876669 0.000 0.000 0
Dec 2019 -0.0502318 0.1089848 0.000 0.000 0
Jan 2020 0.0532236 0.1309922 0.000 0.000 0
Feb 2020 -0.3886676 0.1194713 0.000 0.000 0
Mar 2020 -0.4944976 0.1118618 0.000 0.000 0
Apr 2020 -1.3819812 0.1044975 0.000 0.000 0
May 2020 -0.8903561 0.1033336 0.000 0.000 0
InseeFr/disaggR documentation built on June 29, 2024, 7:10 p.m.
R Package Documentation
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print in_sample prints
In-sample predictions (changes):
Benchmark Predicted value
2001 3.97399 NA
2002 2.36275 3.1911
2003 5.83842 3.8254
2004 8.59525 5.7304
2005 7.14708 4.7326
2006 9.81257 8.7435
2007 8.78514 8.7864
2008 4.75311 5.8039
2009 -6.69604 -5.0328
2010 -0.80264 -1.4775
2011 4.95002 4.8910
2012 -0.27211 0.9766
2013 0.09095 -0.3409
2014 -1.72649 -3.0229
2015 -3.60610 -2.6202
2016 0.23981 -0.5339
2017 6.02871 6.4588
2018 4.37726 4.1779
2019 5.96628 7.4314
in_revisions with different outliers
Code
print(res, digits = 4L)
Output
Comparison between two benchmarks (contributions):
High-frequency serie Smoothed part AO2006 Trend
Jan 2000 NA NA NA NA
Feb 2000 4.284e-03 1.979e-04 0.000 0
Mar 2000 -1.010e-02 4.023e-04 0.000 0
Apr 2000 -3.264e-03 5.830e-04 0.000 0
May 2000 -4.156e-03 7.696e-04 0.000 0
Jun 2000 -1.648e-03 9.497e-04 0.000 0
Jul 2000 -8.576e-03 1.136e-03 0.000 0
Aug 2000 8.233e-04 1.289e-03 0.000 0
Sep 2000 -2.636e-03 1.483e-03 0.000 0
Oct 2000 -2.582e-03 1.660e-03 0.000 0
Nov 2000 -1.361e-03 1.836e-03 0.000 0
Dec 2000 -8.965e-03 2.020e-03 0.000 0
Jan 2001 5.130e-04 2.145e-03 0.000 0
Feb 2001 -6.503e-03 2.527e-03 0.000 0
Mar 2001 1.806e-04 2.846e-03 0.000 0
Apr 2001 7.720e-04 3.224e-03 0.000 0
May 2001 -3.081e-03 3.611e-03 0.000 0
Jun 2001 -5.595e-04 3.956e-03 0.000 0
Jul 2001 5.392e-03 4.328e-03 0.000 0
Aug 2001 -1.324e-02 4.774e-03 0.000 0
Sep 2001 8.866e-03 4.989e-03 0.000 0
Oct 2001 -1.240e-02 5.483e-03 0.000 0
Nov 2001 1.167e-03 5.693e-03 0.000 0
Dec 2001 -3.563e-03 6.078e-03 0.000 0
Jan 2002 3.975e-03 6.393e-03 0.000 0
Feb 2002 1.241e-03 4.243e-03 0.000 0
Mar 2002 -1.113e-03 2.030e-03 0.000 0
Apr 2002 -1.146e-02 -2.015e-04 0.000 0
May 2002 1.609e-03 -2.376e-03 0.000 0
Jun 2002 1.345e-03 -4.567e-03 0.000 0
Jul 2002 3.926e-04 -6.767e-03 0.000 0
Aug 2002 -5.783e-03 -8.954e-03 0.000 0
Sep 2002 -8.208e-04 -1.099e-02 0.000 0
Oct 2002 -3.274e-03 -1.309e-02 0.000 0
Nov 2002 6.738e-03 -1.509e-02 0.000 0
Dec 2002 -2.528e-03 -1.745e-02 0.000 0
Jan 2003 -2.687e-03 -1.942e-02 0.000 0
Feb 2003 -4.399e-03 -1.083e-02 0.000 0
Mar 2003 3.482e-05 -2.390e-03 0.000 0
Apr 2003 -2.741e-04 5.870e-03 0.000 0
May 2003 4.327e-03 1.407e-02 0.000 0
Jun 2003 -7.537e-03 2.248e-02 0.000 0
Jul 2003 -9.364e-04 3.010e-02 0.000 0
Aug 2003 -6.566e-03 3.800e-02 0.000 0
Sep 2003 2.548e-03 4.523e-02 0.000 0
Oct 2003 -4.439e-03 5.326e-02 0.000 0
Nov 2003 4.915e-04 6.045e-02 0.000 0
Dec 2003 -4.161e-03 6.811e-02 0.000 0
Jan 2004 -1.009e-02 7.515e-02 0.000 0
Feb 2004 9.787e-05 4.494e-02 0.000 0
Mar 2004 1.368e-03 1.601e-02 0.000 0
Apr 2004 -1.175e-02 -1.275e-02 0.000 0
May 2004 1.813e-03 -4.069e-02 0.000 0
Jun 2004 -2.560e-04 -6.877e-02 0.000 0
Jul 2004 -5.331e-03 -9.649e-02 0.000 0
Aug 2004 7.434e-03 -1.230e-01 0.000 0
Sep 2004 -9.122e-03 -1.520e-01 0.000 0
Oct 2004 -1.794e-03 -1.755e-01 0.000 0
Nov 2004 -3.015e-04 -2.006e-01 0.000 0
Dec 2004 1.190e-04 -2.259e-01 0.000 0
Jan 2005 -1.110e-03 -2.510e-01 0.000 0
Feb 2005 1.313e-03 -1.492e-01 0.000 0
Mar 2005 2.893e-03 -4.762e-02 0.000 0
Apr 2005 5.687e-03 5.259e-02 0.000 0
May 2005 -8.821e-04 1.510e-01 0.000 0
Jun 2005 2.820e-03 2.499e-01 0.000 0
Jul 2005 4.955e-03 3.469e-01 0.000 0
Aug 2005 -2.664e-04 4.381e-01 0.000 0
Sep 2005 -3.888e-03 5.334e-01 0.000 0
Oct 2005 1.186e-03 6.268e-01 0.000 0
Nov 2005 -3.352e-02 7.265e-01 0.000 0
Dec 2005 3.716e-02 8.104e-01 0.000 0
Jan 2006 -3.376e-02 9.257e-01 -5.111 0
Feb 2006 8.182e-03 7.378e-01 0.000 0
Mar 2006 1.713e-03 5.882e-01 0.000 0
Apr 2006 -8.413e-06 4.383e-01 0.000 0
May 2006 -1.572e-02 2.936e-01 0.000 0
Jun 2006 -1.021e-02 1.455e-01 0.000 0
Jul 2006 -9.171e-03 2.182e-03 0.000 0
Aug 2006 3.911e-03 -1.385e-01 0.000 0
Sep 2006 -1.150e-02 -2.793e-01 0.000 0
Oct 2006 2.545e-03 -4.141e-01 0.000 0
Nov 2006 -5.824e-03 -5.516e-01 0.000 0
Dec 2006 2.073e-03 -6.766e-01 0.000 0
Jan 2007 4.362e-03 -7.914e-01 4.385 0
Feb 2007 -2.572e-02 -7.314e-01 0.000 0
Mar 2007 -9.329e-03 -6.338e-01 0.000 0
Apr 2007 7.229e-03 -5.423e-01 0.000 0
May 2007 -2.031e-02 -4.576e-01 0.000 0
Jun 2007 1.968e-04 -3.639e-01 0.000 0
Jul 2007 1.716e-04 -2.810e-01 0.000 0
Aug 2007 1.041e-04 -1.991e-01 0.000 0
Sep 2007 1.952e-03 -1.175e-01 0.000 0
Oct 2007 3.286e-03 -3.615e-02 0.000 0
Nov 2007 -6.195e-03 4.402e-02 0.000 0
Dec 2007 8.108e-03 1.255e-01 0.000 0
Jan 2008 8.192e-03 2.031e-01 0.000 0
Feb 2008 7.497e-04 1.774e-01 0.000 0
Mar 2008 -9.116e-04 1.556e-01 0.000 0
Apr 2008 3.229e-03 1.323e-01 0.000 0
May 2008 2.949e-03 1.138e-01 0.000 0
Jun 2008 -5.971e-03 9.398e-02 0.000 0
Jul 2008 4.810e-04 7.209e-02 0.000 0
Aug 2008 -3.543e-03 5.140e-02 0.000 0
Sep 2008 5.054e-03 3.034e-02 0.000 0
Oct 2008 -3.028e-03 9.526e-03 0.000 0
Nov 2008 1.768e-02 -1.166e-02 0.000 0
Dec 2008 -3.962e-03 -3.379e-02 0.000 0
Jan 2009 9.446e-03 -5.563e-02 0.000 0
Feb 2009 7.753e-04 -5.091e-02 0.000 0
Mar 2009 1.558e-03 -4.537e-02 0.000 0
Apr 2009 -6.701e-04 -3.977e-02 0.000 0
May 2009 5.264e-03 -3.392e-02 0.000 0
Jun 2009 -8.523e-04 -2.832e-02 0.000 0
Jul 2009 -1.345e-03 -2.226e-02 0.000 0
Aug 2009 3.557e-03 -1.614e-02 0.000 0
Sep 2009 2.981e-03 -1.012e-02 0.000 0
Oct 2009 -2.056e-03 -3.968e-03 0.000 0
Nov 2009 1.400e-03 2.269e-03 0.000 0
Dec 2009 -5.216e-03 8.521e-03 0.000 0
Jan 2010 5.954e-03 1.456e-02 0.000 0
Feb 2010 6.052e-03 1.344e-02 0.000 0
Mar 2010 7.855e-04 1.227e-02 0.000 0
Apr 2010 -1.323e-03 1.092e-02 0.000 0
May 2010 -5.087e-03 9.529e-03 0.000 0
Jun 2010 -3.687e-03 8.084e-03 0.000 0
Jul 2010 -2.652e-03 6.693e-03 0.000 0
Aug 2010 2.026e-03 5.338e-03 0.000 0
Sep 2010 -8.066e-03 4.037e-03 0.000 0
Oct 2010 2.449e-03 2.678e-03 0.000 0
Nov 2010 -8.193e-03 1.389e-03 0.000 0
Dec 2010 3.545e-03 9.431e-05 0.000 0
Jan 2011 -2.230e-03 -1.191e-03 0.000 0
Feb 2011 -8.279e-04 -9.948e-04 0.000 0
Mar 2011 -3.343e-03 -8.053e-04 0.000 0
Apr 2011 -1.371e-03 -6.143e-04 0.000 0
May 2011 -3.594e-03 -4.295e-04 0.000 0
Jun 2011 2.674e-03 -2.467e-04 0.000 0
Jul 2011 -1.043e-02 -6.465e-05 0.000 0
Aug 2011 9.460e-03 1.052e-04 0.000 0
Sep 2011 -2.788e-03 2.997e-04 0.000 0
Oct 2011 1.139e-04 4.761e-04 0.000 0
Nov 2011 -1.013e-02 6.592e-04 0.000 0
Dec 2011 -9.093e-04 8.056e-04 0.000 0
Jan 2012 5.525e-03 9.807e-04 0.000 0
Feb 2012 4.754e-03 9.381e-04 0.000 0
Mar 2012 -7.192e-03 8.880e-04 0.000 0
Apr 2012 6.024e-04 7.929e-04 0.000 0
May 2012 -2.292e-03 7.254e-04 0.000 0
Jun 2012 3.252e-03 6.490e-04 0.000 0
Jul 2012 -7.016e-03 5.866e-04 0.000 0
Aug 2012 6.456e-03 5.010e-04 0.000 0
Sep 2012 2.277e-03 4.417e-04 0.000 0
Oct 2012 -3.444e-03 3.720e-04 0.000 0
Nov 2012 6.359e-03 2.949e-04 0.000 0
Dec 2012 -7.892e-05 2.258e-04 0.000 0
Jan 2013 -6.905e-03 1.504e-04 0.000 0
Feb 2013 5.593e-03 4.916e-05 0.000 0
Mar 2013 8.833e-03 -5.256e-05 0.000 0
Apr 2013 -1.461e-02 -1.599e-04 0.000 0
May 2013 5.618e-04 -2.500e-04 0.000 0
Jun 2013 3.121e-03 -3.501e-04 0.000 0
Jul 2013 -5.544e-03 -4.543e-04 0.000 0
Aug 2013 -1.618e-03 -5.443e-04 0.000 0
Sep 2013 4.027e-03 -6.390e-04 0.000 0
Oct 2013 2.563e-03 -7.462e-04 0.000 0
Nov 2013 -8.285e-03 -8.513e-04 0.000 0
Dec 2013 -4.813e-03 -9.252e-04 0.000 0
Jan 2014 2.052e-02 -1.005e-03 0.000 0
Feb 2014 -7.394e-03 -1.028e-03 0.000 0
Mar 2014 1.230e-03 -9.630e-04 0.000 0
Apr 2014 2.800e-03 -9.225e-04 0.000 0
May 2014 6.268e-03 -8.846e-04 0.000 0
Jun 2014 -1.139e-02 -8.494e-04 0.000 0
Jul 2014 9.163e-03 -7.956e-04 0.000 0
Aug 2014 -1.230e-02 -7.598e-04 0.000 0
Sep 2014 8.989e-03 -7.173e-04 0.000 0
Oct 2014 1.496e-03 -6.762e-04 0.000 0
Nov 2014 5.866e-03 -6.343e-04 0.000 0
Dec 2014 -5.439e-03 -5.854e-04 0.000 0
Jan 2015 4.331e-03 -5.520e-04 0.000 0
Feb 2015 1.779e-04 -5.500e-04 0.000 0
Mar 2015 -3.143e-04 -5.552e-04 0.000 0
Apr 2015 1.131e-03 -5.604e-04 0.000 0
May 2015 6.960e-03 -5.642e-04 0.000 0
Jun 2015 -1.027e-02 -5.674e-04 0.000 0
Jul 2015 1.858e-03 -5.712e-04 0.000 0
Aug 2015 1.918e-03 -5.742e-04 0.000 0
Sep 2015 3.397e-04 -5.781e-04 0.000 0
Oct 2015 -2.932e-03 -5.806e-04 0.000 0
Nov 2015 -3.734e-03 -5.776e-04 0.000 0
Dec 2015 4.984e-03 -5.704e-04 0.000 0
Jan 2016 2.475e-03 -5.802e-04 0.000 0
Feb 2016 -6.229e-03 -2.687e-04 0.000 0
Mar 2016 7.119e-03 5.164e-05 0.000 0
Apr 2016 2.502e-03 3.632e-04 0.000 0
May 2016 -9.034e-03 6.814e-04 0.000 0
Jun 2016 8.563e-03 9.831e-04 0.000 0
Jul 2016 -1.141e-03 1.316e-03 0.000 0
Aug 2016 -8.355e-04 1.630e-03 0.000 0
Sep 2016 -1.044e-02 1.943e-03 0.000 0
Oct 2016 2.347e-03 2.209e-03 0.000 0
Nov 2016 -6.872e-03 2.532e-03 0.000 0
Dec 2016 3.847e-03 2.800e-03 0.000 0
Jan 2017 -3.694e-03 3.137e-03 0.000 0
Feb 2017 -5.212e-03 2.979e-03 0.000 0
Mar 2017 -1.030e-02 2.812e-03 0.000 0
Apr 2017 1.626e-02 2.620e-03 0.000 0
May 2017 -2.584e-02 2.584e-03 0.000 0
Jun 2017 -5.848e-03 2.323e-03 0.000 0
Jul 2017 8.445e-03 2.169e-03 0.000 0
Aug 2017 5.359e-03 2.079e-03 0.000 0
Sep 2017 -4.456e-03 1.968e-03 0.000 0
Oct 2017 -3.960e-04 1.821e-03 0.000 0
Nov 2017 -3.386e-03 1.688e-03 0.000 0
Dec 2017 -1.088e-02 1.548e-03 0.000 0
Jan 2018 2.631e-03 1.395e-03 0.000 0
Feb 2018 -7.658e-04 1.319e-03 0.000 0
Mar 2018 1.385e-02 1.237e-03 0.000 0
Apr 2018 -1.664e-02 1.191e-03 0.000 0
May 2018 1.075e-02 1.076e-03 0.000 0
Jun 2018 -1.465e-02 1.026e-03 0.000 0
Jul 2018 7.555e-03 9.137e-04 0.000 0
Aug 2018 -1.282e-02 8.578e-04 0.000 0
Sep 2018 5.746e-03 7.486e-04 0.000 0
Oct 2018 -1.192e-02 6.892e-04 0.000 0
Nov 2018 3.710e-03 5.806e-04 0.000 0
Dec 2018 -6.128e-03 5.156e-04 0.000 0
Jan 2019 -8.889e-04 4.216e-04 0.000 0
Feb 2019 -5.857e-03 1.389e-03 0.000 0
Mar 2019 -9.525e-03 2.326e-03 0.000 0
Apr 2019 -6.422e-04 3.215e-03 0.000 0
May 2019 -3.072e-04 4.156e-03 0.000 0
Jun 2019 9.058e-03 5.095e-03 0.000 0
Jul 2019 -9.165e-04 6.149e-03 0.000 0
Aug 2019 -2.294e-02 7.077e-03 0.000 0
Sep 2019 1.011e-02 7.659e-03 0.000 0
Oct 2019 2.517e-03 8.716e-03 0.000 0
Nov 2019 -1.387e-03 9.642e-03 0.000 0
Dec 2019 1.980e-03 1.048e-02 0.000 0
Jan 2020 -2.157e-03 1.136e-02 0.000 0
Feb 2020 1.620e-02 1.031e-02 0.000 0
Mar 2020 2.132e-02 9.578e-03 0.000 0
Apr 2020 6.156e-02 8.870e-03 0.000 0
May 2020 4.161e-02 8.619e-03 0.000 0
Code
print(res, digits = 4L)
Output
Comparison between two benchmarks (contributions):
High-frequency serie Smoothed part AO2006 LS2010 Trend
Jan 2005 NA NA NA NA NA
Feb 2005 0.0308641 0.0211338 0.000 0.000 0
Mar 2005 0.0537376 0.0421628 0.000 0.000 0
Apr 2005 0.0989501 0.0629672 0.000 0.000 0
May 2005 -0.0164867 0.0832920 0.000 0.000 0
Jun 2005 0.0670869 0.1041428 0.000 0.000 0
Jul 2005 0.2179855 0.1242035 0.000 0.000 0
Aug 2005 0.0578758 0.1423687 0.000 0.000 0
Sep 2005 0.0964763 0.1617240 0.000 0.000 0
Oct 2005 -0.0139654 0.1802515 0.000 0.000 0
Nov 2005 0.2403089 0.2000869 0.000 0.000 0
Dec 2005 -0.1823886 0.2154535 0.000 0.000 0
Jan 2006 0.1198825 0.2380358 -2.009 0.000 0
Feb 2006 0.1183766 0.1792036 0.000 0.000 0
Mar 2006 0.1428865 0.1213617 0.000 0.000 0
Apr 2006 0.0002401 0.0644535 0.000 0.000 0
May 2006 0.2212296 0.0092158 0.000 0.000 0
Jun 2006 0.1077196 -0.0454463 0.000 0.000 0
Jul 2006 0.0861620 -0.0986976 0.000 0.000 0
Aug 2006 -0.0369763 -0.1509795 0.000 0.000 0
Sep 2006 0.1231893 -0.2037747 0.000 0.000 0
Oct 2006 -0.0367234 -0.2538684 0.000 0.000 0
Nov 2006 0.1664058 -0.3057221 0.000 0.000 0
Dec 2006 0.2386409 -0.3528411 0.000 0.000 0
Jan 2007 0.0726498 -0.3966587 1.764 0.000 0
Feb 2007 0.1023004 -0.3648417 0.000 0.000 0
Mar 2007 0.0513006 -0.3246587 0.000 0.000 0
Apr 2007 -0.0580901 -0.2865076 0.000 0.000 0
May 2007 0.2619098 -0.2508277 0.000 0.000 0
Jun 2007 -0.0050021 -0.2109351 0.000 0.000 0
Jul 2007 -0.0178244 -0.1755205 0.000 0.000 0
Aug 2007 0.0081928 -0.1404612 0.000 0.000 0
Sep 2007 0.0692697 -0.1053973 0.000 0.000 0
Oct 2007 0.0886262 -0.0703462 0.000 0.000 0
Nov 2007 -0.1561525 -0.0357406 0.000 0.000 0
Dec 2007 0.2234481 -0.0014758 0.000 0.000 0
Jan 2008 0.3093311 0.0322843 0.000 0.000 0
Feb 2008 0.0714658 0.0219327 0.000 0.000 0
Mar 2008 0.2411069 0.0124597 0.000 0.000 0
Apr 2008 -0.1975654 0.0032627 0.000 0.000 0
May 2008 -0.1077042 -0.0061526 0.000 0.000 0
Jun 2008 0.1625132 -0.0158048 0.000 0.000 0
Jul 2008 -0.0108892 -0.0246789 0.000 0.000 0
Aug 2008 0.0708745 -0.0341656 0.000 0.000 0
Sep 2008 -0.0936643 -0.0432774 0.000 0.000 0
Oct 2008 0.0537529 -0.0536163 0.000 0.000 0
Nov 2008 -0.3113497 -0.0630644 0.000 0.000 0
Dec 2008 0.0708975 -0.0763482 0.000 0.000 0
Jan 2009 -0.1789477 -0.0862753 0.000 0.000 0
Feb 2009 -0.0160844 -0.0353695 0.000 0.000 0
Mar 2009 -0.0353067 0.0184688 0.000 0.000 0
Apr 2009 0.0164757 0.0731745 0.000 0.000 0
May 2009 -0.1393609 0.1283441 0.000 0.000 0
Jun 2009 0.0239745 0.1852643 0.000 0.000 0
Jul 2009 0.0398280 0.2409406 0.000 0.000 0
Aug 2009 -0.1092018 0.2958057 0.000 0.000 0
Sep 2009 -0.0930094 0.3535164 0.000 0.000 0
Oct 2009 0.0639954 0.4110276 0.000 0.000 0
Nov 2009 -0.0426793 0.4628571 0.000 0.000 0
Dec 2009 0.1521894 0.5171562 0.000 0.000 0
Jan 2010 -0.1633876 0.5613171 0.000 -3.822 0
Feb 2010 -0.2061003 0.5223167 0.000 0.000 0
Mar 2010 -0.0249007 0.4577545 0.000 0.000 0
Apr 2010 0.0394713 0.3872859 0.000 0.000 0
May 2010 0.1440742 0.3159746 0.000 0.000 0
Jun 2010 0.1001742 0.2438495 0.000 0.000 0
Jul 2010 0.0695948 0.1744069 0.000 0.000 0
Aug 2010 -0.0517592 0.1068052 0.000 0.000 0
Sep 2010 0.2016866 0.0409217 0.000 0.000 0
Oct 2010 -0.0607255 -0.0249928 0.000 0.000 0
Nov 2010 0.2020105 -0.0900517 0.000 0.000 0
Dec 2010 -0.0880845 -0.1527657 0.000 0.000 0
Jan 2011 0.0559186 -0.2178679 0.000 0.000 0
Feb 2011 0.0211706 -0.1954319 0.000 0.000 0
Mar 2011 0.0869424 -0.1737691 0.000 0.000 0
Apr 2011 0.0362136 -0.1515944 0.000 0.000 0
May 2011 0.0961884 -0.1302530 0.000 0.000 0
Jun 2011 -0.0724391 -0.1086032 0.000 0.000 0
Jul 2011 0.2843508 -0.0884220 0.000 0.000 0
Aug 2011 -0.2610101 -0.0661017 0.000 0.000 0
Sep 2011 0.0768667 -0.0468631 0.000 0.000 0
Oct 2011 -0.0031526 -0.0258626 0.000 0.000 0
Nov 2011 0.2806003 -0.0051466 0.000 0.000 0
Dec 2011 0.0252840 0.0158560 0.000 0.000 0
Jan 2012 -0.1532425 0.0364289 0.000 0.000 0
Feb 2012 -0.1308159 0.0318503 0.000 0.000 0
Mar 2012 0.1965023 0.0271702 0.000 0.000 0
Apr 2012 -0.0164543 0.0223825 0.000 0.000 0
May 2012 0.0623770 0.0176051 0.000 0.000 0
Jun 2012 -0.0883376 0.0128086 0.000 0.000 0
Jul 2012 0.1897503 0.0079512 0.000 0.000 0
Aug 2012 -0.1749171 0.0031919 0.000 0.000 0
Sep 2012 -0.0613832 -0.0017735 0.000 0.000 0
Oct 2012 0.0926358 -0.0067080 0.000 0.000 0
Nov 2012 -0.1712979 -0.0115078 0.000 0.000 0
Dec 2012 0.0021189 -0.0165933 0.000 0.000 0
Jan 2013 0.1855189 -0.0214898 0.000 0.000 0
Feb 2013 -0.1509867 -0.0167127 0.000 0.000 0
Mar 2013 -0.2379794 -0.0122762 0.000 0.000 0
Apr 2013 0.3922107 -0.0077463 0.000 0.000 0
May 2013 -0.0152059 -0.0031284 0.000 0.000 0
Jun 2013 -0.0845214 0.0014056 0.000 0.000 0
Jul 2013 0.1499991 0.0060069 0.000 0.000 0
Aug 2013 0.0439375 0.0103738 0.000 0.000 0
Sep 2013 -0.1094921 0.0147925 0.000 0.000 0
Oct 2013 -0.0695687 0.0194743 0.000 0.000 0
Nov 2013 0.2247129 0.0241324 0.000 0.000 0
Dec 2013 0.1311456 0.0280393 0.000 0.000 0
Jan 2014 -0.5608337 0.0320550 0.000 0.000 0
Feb 2014 0.1998222 0.0320092 0.000 0.000 0
Mar 2014 -0.0333818 0.0297464 0.000 0.000 0
Apr 2014 -0.0759537 0.0281015 0.000 0.000 0
May 2014 -0.1697984 0.0265129 0.000 0.000 0
Jun 2014 0.3076363 0.0249685 0.000 0.000 0
Jul 2014 -0.2490106 0.0230623 0.000 0.000 0
Aug 2014 0.3325765 0.0214693 0.000 0.000 0
Sep 2014 -0.2447641 0.0198827 0.000 0.000 0
Oct 2014 -0.0405612 0.0181337 0.000 0.000 0
Nov 2014 -0.1589409 0.0164292 0.000 0.000 0
Dec 2014 0.1469792 0.0144800 0.000 0.000 0
Jan 2015 -0.1174232 0.0130651 0.000 0.000 0
Feb 2015 -0.0048141 0.0133561 0.000 0.000 0
Mar 2015 0.0085058 0.0138934 0.000 0.000 0
Apr 2015 -0.0306236 0.0144399 0.000 0.000 0
May 2015 -0.1884375 0.0149389 0.000 0.000 0
Jun 2015 0.2770202 0.0153784 0.000 0.000 0
Jul 2015 -0.0504121 0.0159741 0.000 0.000 0
Aug 2015 -0.0520160 0.0164569 0.000 0.000 0
Sep 2015 -0.0092049 0.0169628 0.000 0.000 0
Oct 2015 0.0794519 0.0174454 0.000 0.000 0
Nov 2015 0.1013414 0.0177908 0.000 0.000 0
Dec 2015 -0.1355700 0.0180219 0.000 0.000 0
Jan 2016 -0.0671621 0.0186755 0.000 0.000 0
Feb 2016 0.1688055 0.0091477 0.000 0.000 0
Mar 2016 -0.1935711 -0.0006251 0.000 0.000 0
Apr 2016 -0.0677633 -0.0101278 0.000 0.000 0
May 2016 0.2442943 -0.0198004 0.000 0.000 0
Jun 2016 -0.2325915 -0.0291203 0.000 0.000 0
Jul 2016 0.0308313 -0.0390852 0.000 0.000 0
Aug 2016 0.0225833 -0.0486176 0.000 0.000 0
Sep 2016 0.2821394 -0.0581212 0.000 0.000 0
Oct 2016 -0.0637408 -0.0665151 0.000 0.000 0
Nov 2016 0.1862052 -0.0761785 0.000 0.000 0
Dec 2016 -0.1045209 -0.0845448 0.000 0.000 0
Jan 2017 0.1000511 -0.0944523 0.000 0.000 0
Feb 2017 0.1413035 -0.0863130 0.000 0.000 0
Mar 2017 0.2795547 -0.0780888 0.000 0.000 0
Apr 2017 -0.4432651 -0.0694393 0.000 0.000 0
May 2017 0.6969719 -0.0638907 0.000 0.000 0
Jun 2017 0.1595495 -0.0542119 0.000 0.000 0
Jul 2017 -0.2306900 -0.0466334 0.000 0.000 0
Aug 2017 -0.1454516 -0.0400673 0.000 0.000 0
Sep 2017 0.1203505 -0.0331097 0.000 0.000 0
Oct 2017 0.0106965 -0.0257453 0.000 0.000 0
Nov 2017 0.0912884 -0.0185713 0.000 0.000 0
Dec 2017 0.2930827 -0.0114359 0.000 0.000 0
Jan 2018 -0.0710986 -0.0045437 0.000 0.000 0
Feb 2018 0.0206077 -0.0157156 0.000 0.000 0
Mar 2018 -0.3722589 -0.0268827 0.000 0.000 0
Apr 2018 0.4433970 -0.0388314 0.000 0.000 0
May 2018 -0.2887788 -0.0490379 0.000 0.000 0
Jun 2018 0.3915246 -0.0612807 0.000 0.000 0
Jul 2018 -0.2037040 -0.0708248 0.000 0.000 0
Aug 2018 0.3449449 -0.0830285 0.000 0.000 0
Sep 2018 -0.1561212 -0.0920645 0.000 0.000 0
Oct 2018 0.3242470 -0.1041903 0.000 0.000 0
Nov 2018 -0.1019586 -0.1127126 0.000 0.000 0
Dec 2018 0.1689729 -0.1245297 0.000 0.000 0
Jan 2019 0.0247398 -0.1339050 0.000 0.000 0
Feb 2019 0.1641948 -0.1113003 0.000 0.000 0
Mar 2019 0.2687744 -0.0878521 0.000 0.000 0
Apr 2019 0.0182160 -0.0644288 0.000 0.000 0
May 2019 0.0086881 -0.0426018 0.000 0.000 0
Jun 2019 -0.2545304 -0.0208330 0.000 0.000 0
Jul 2019 0.0253711 0.0009563 0.000 0.000 0
Aug 2019 0.6272188 0.0230729 0.000 0.000 0
Sep 2019 -0.2753809 0.0431592 0.000 0.000 0
Oct 2019 -0.0668800 0.0656791 0.000 0.000 0
Nov 2019 0.0360232 0.0876669 0.000 0.000 0
Dec 2019 -0.0502318 0.1089848 0.000 0.000 0
Jan 2020 0.0532236 0.1309922 0.000 0.000 0
Feb 2020 -0.3886676 0.1194713 0.000 0.000 0
Mar 2020 -0.4944976 0.1118618 0.000 0.000 0
Apr 2020 -1.3819812 0.1044975 0.000 0.000 0
May 2020 -0.8903561 0.1033336 0.000 0.000 0
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