An Estimate of the Long-Term Neutral Rate of Interest Accessible Data

Figure 1: Estimate of the short-run, long-term neutral rate of interest

2017Q2
Period Real Ten-Year Treasury Yield Short-Run Neutral Rate
1990Q1 4.867786 4.727553
1990Q2 4.894437 4.191621
1990Q3 4.802803 3.436379
1990Q4 4.587920 2.727933
1991Q1 4.247104 2.159788
1991Q2 4.343963 2.993840
1991Q3 4.421560 2.923790
1991Q4 3.937817 2.124701
1992Q1 4.228283 3.159174
1992Q2 4.048562 2.930370
1992Q3 3.571729 2.212242
1992Q4 3.805035 3.071648
1993Q1 3.430641 1.716675
1993Q2 2.913549 2.178344
1993Q3 2.742892 1.600860
1993Q4 2.728300 2.784034
1994Q1 3.185513 2.751267
1994Q2 4.090992 4.491468
1994Q3 4.316452 4.135367
1994Q4 4.796851 5.005260
1995Q1 4.671749 4.091004
1995Q2 3.749469 3.018835
1995Q3 3.652551 3.818430
1995Q4 3.401209 3.384412
1996Q1 3.434212 3.471063
1996Q2 4.225228 4.672273
1996Q3 4.228449 4.637927
1996Q4 3.820202 4.397469
1997Q1 4.033498 4.445545
1997Q2 4.338396 4.934921
1997Q3 3.762967 4.541400
1997Q4 3.777861 4.382769
1998Q1 3.536409 4.203235
1998Q2 3.659236 4.465798
1998Q3 3.268646 4.079219
1998Q4 2.845752 4.092052
1999Q1 3.453873 4.441214
1999Q2 3.743707 4.590000
1999Q3 4.136318 5.195446
1999Q4 4.374795 5.819969
2000Q1 4.570422 5.824703
2000Q2 4.328826 5.320641
2000Q3 4.015368 4.815955
2000Q4 3.671675 3.934567
2001Q1 3.200616 3.630745
2001Q2 3.403141 3.072854
2001Q3 3.156980 2.196824
2001Q4 2.910168 1.986788
2002Q1 3.288280 3.317306
2002Q2 3.254969 3.185170
2002Q3 2.445092 2.149758
2002Q4 2.243955 1.864305
2003Q1 2.059475 1.184711
2003Q2 1.704543 1.471977
2003Q3 2.303814 2.773246
2003Q4 2.335445 2.631972
2004Q1 2.043326 2.239518
2004Q2 2.649977 2.885977
2004Q3 2.345861 2.833806
2004Q4 2.201600 2.334938
2005Q1 2.341728 2.739494
2005Q2 2.135830 2.563002
2005Q3 2.189392 2.597441
2005Q4 2.495725 3.342260
2006Q1 2.569545 4.027657
2006Q2 3.050624 3.598063
2006Q3 2.862649 3.500218
2006Q4 2.599268 3.571821
2007Q1 2.756282 3.152783
2007Q2 2.919888 3.502132
2007Q3 2.741990 2.726095
2007Q4 2.309248 2.095241
2008Q1 1.667428 0.841306
2008Q2 1.890844 0.893056
2008Q3 1.850319 -0.205870
2008Q4 1.522935 -2.408900
2009Q1 1.029115 -3.093560
2009Q2 1.380376 -1.923040
2009Q3 1.661927 -0.985740
2009Q4 1.585285 -0.228500
2010Q1 1.765567 -0.429010
2010Q2 1.467287 -0.124480
2010Q3 0.797102 -0.252990
2010Q4 0.966173 -0.453530
2011Q1 1.428548 -0.469580
2011Q2 1.006287 -0.429370
2011Q3 0.233641 -1.114190
2011Q4 -0.056070 -0.805010
2012Q1 -0.086850 -0.443340
2012Q2 -0.373950 -1.441500
2012Q3 -0.560570 -1.730210
2012Q4 -0.410770 -1.160260
2013Q1 -0.054330 -0.903250
2013Q2 -0.014260 -0.650540
2013Q3 0.747895 0.290248
2013Q4 0.785850 0.610440
2014Q1 0.803400 0.031173
2014Q2 0.651822 0.897047
2014Q3 0.534931 0.992675
2014Q4 0.318385 0.803113
2015Q1 0.020880 0.136959
2015Q2 0.240830 0.445865
2015Q3 0.260973 0.210485
2015Q4 0.342981 0.479383
2016Q1 0.001828 -0.129810
2016Q2 -0.213730 -0.242450
2016Q3 -0.407920 -0.022350
2016Q4 0.186693 0.080540
2017Q1 0.389750 0.648997
0.203263 0.665804
2017Q3 0.263881 0.710622
2017Q4 0.385023 0.878995

Note: Shading represents NBER recessions: July 1990-March 1991, March 2001-November 2001, and December 2007-June 2009.

Source: Author's calculation.

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Figure 2: The neutral rate of interest with alternative output gaps

Period Real Ten-Year Treasury Yield Baseline Estimate Estimate Using CBO Output Gap
1990Q1 4.867786 4.727553 5.148436
1990Q2 4.894437 4.191621 4.381613
1990Q3 4.802803 3.436379 3.718023
1990Q4 4.587920 2.727933 2.125611
1991Q1 4.247104 2.159788 1.814783
1991Q2 4.343963 2.993840 3.220620
1991Q3 4.421560 2.923790 2.965332
1991Q4 3.937817 2.124701 2.384593
1992Q1 4.228283 3.159174 3.603159
1992Q2 4.048562 2.930370 3.510461
1992Q3 3.571729 2.212242 3.021697
1992Q4 3.805035 3.071648 3.406125
1993Q1 3.430641 1.716675 2.061202
1993Q2 2.913549 2.178344 1.927066
1993Q3 2.742892 1.600860 1.588298
1993Q4 2.728300 2.784034 2.631756
1994Q1 3.185513 2.751267 2.834288
1994Q2 4.090992 4.491468 4.349891
1994Q3 4.316452 4.135367 3.771672
1994Q4 4.796851 5.005260 4.938695
1995Q1 4.671749 4.091004 3.907015
1995Q2 3.749469 3.018835 2.888811
1995Q3 3.652551 3.818430 3.335874
1995Q4 3.401209 3.384412 2.922287
1996Q1 3.434212 3.471063 2.848699
1996Q2 4.225228 4.672273 5.012259
1996Q3 4.228449 4.637927 4.217390
1996Q4 3.820202 4.397469 3.979455
1997Q1 4.033498 4.445545 3.816280
1997Q2 4.338396 4.934921 5.007829
1997Q3 3.762967 4.541400 4.276616
1997Q4 3.777861 4.382769 3.706244
1998Q1 3.536409 4.203235 3.652352
1998Q2 3.659236 4.465798 3.721667
1998Q3 3.268646 4.079219 3.742380
1998Q4 2.845752 4.092052 3.837106
1999Q1 3.453873 4.441214 3.534007
1999Q2 3.743707 4.590000 3.755965
1999Q3 4.136318 5.195446 4.646729
1999Q4 4.374795 5.819969 5.588292
2000Q1 4.570422 5.824703 4.122618
2000Q2 4.328826 5.320641 5.756618
2000Q3 4.015368 4.815955 3.429179
2000Q4 3.671675 3.934567 3.436554
2001Q1 3.200616 3.630745 1.776225
2001Q2 3.403141 3.072854 2.745803
2001Q3 3.156980 2.196824 1.324887
2001Q4 2.910168 1.986788 1.550465
2002Q1 3.288280 3.317306 2.681771
2002Q2 3.254969 3.185170 2.273717
2002Q3 2.445092 2.149758 1.365984
2002Q4 2.243955 1.864305 0.569118
2003Q1 2.059475 1.184711 0.792755
2003Q2 1.704543 1.471977 0.954217
2003Q3 2.303814 2.773246 2.642628
2003Q4 2.335445 2.631972 2.358601
2004Q1 2.043326 2.239518 1.456982
2004Q2 2.649977 2.885977 2.237959
2004Q3 2.345861 2.833806 2.200753
2004Q4 2.201600 2.334938 2.098412
2005Q1 2.341728 2.739494 2.592515
2005Q2 2.135830 2.563002 1.844405
2005Q3 2.189392 2.597441 2.318814
2005Q4 2.495725 3.342260 2.382353
2006Q1 2.569545 4.027657 3.341710
2006Q2 3.050624 3.598063 2.886423
2006Q3 2.862649 3.500218 2.375437
2006Q4 2.599268 3.571821 2.917117
2007Q1 2.756282 3.152783 2.220793
2007Q2 2.919888 3.502132 3.176409
2007Q3 2.741990 2.726095 2.980926
2007Q4 2.309248 2.095241 2.206391
2008Q1 1.667428 0.841306 0.147177
2008Q2 1.890844 0.893056 1.568284
2008Q3 1.850319 -0.205870 0.266760
2008Q4 1.522935 -2.408900 -2.539080
2009Q1 1.029115 -3.093560 -2.840150
2009Q2 1.380376 -1.923040 -1.322390
2009Q3 1.661927 -0.985740 -0.537630
2009Q4 1.585285 -0.228500 0.278606
2010Q1 1.765567 -0.429010 0.016625
2010Q2 1.467287 -0.124480 0.495738
2010Q3 0.797102 -0.252990 -0.316730
2010Q4 0.966173 -0.453530 -0.069170
2011Q1 1.428548 -0.469580 -0.877760
2011Q2 1.006287 -0.429370 -0.052510
2011Q3 0.233641 -1.114190 -1.380280
2011Q4 -0.056070 -0.805010 -0.502750
2012Q1 -0.086850 -0.443340 -0.884940
2012Q2 -0.373950 -1.441500 -1.341060
2012Q3 -0.560570 -1.730210 -1.959790
2012Q4 -0.410770 -1.160260 -2.027340
2013Q1 -0.054330 -0.903250 -0.896990
2013Q2 -0.014260 -0.650540 -1.425640
2013Q3 0.747895 0.290248 0.039657
2013Q4 0.785850 0.610440 0.471204
2014Q1 0.803400 0.031173 -0.915860
2014Q2 0.651822 0.897047 0.528316
2014Q3 0.534931 0.992675 0.841925
2014Q4 0.318385 0.803113 -0.119880
2015Q1 0.020880 0.136959 -0.002020
2015Q2 0.240830 0.445865 0.166241
2015Q3 0.260973 0.210485 -0.097230
2015Q4 0.342981 0.479383 -0.401900
2016Q1 0.001828 -0.129810 -0.808950
2016Q2 -0.213730 -0.242450 -0.548020
2016Q3 -0.407920 -0.022350 -0.513180
2016Q4 0.186693 0.080540 -0.157110
2017Q1 0.389750 0.648997 -0.108820
2017Q2 0.203263 0.665804 0.252865
2017Q3 0.263881 0.710622 0.442339
2017Q4 0.385023 0.878995 0.575428

Note: Shading represents NBER recessions: July 1990-March 1991, March 2001-November 2001, and December 2007-June 2009.

Source: Author's calculation.

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Figure 3: Alternative assumptions about interest sensitivity

< !-- RESUME HERE --!>
Period Real Ten-Year Treasury Yield Baseline Parameters Greater Interest Sensitivity
1990Q1 4.867786 4.727553 4.837736
1990Q2 4.894437 4.191621 4.743834
1990Q3 4.802803 3.436379 4.509998
1990Q4 4.587920 2.727933 4.189351
1991Q1 4.247104 2.159788 3.799822
1991Q2 4.343963 2.993840 4.054651
1991Q3 4.421560 2.923790 4.100609
1991Q4 3.937817 2.124701 3.549292
1992Q1 4.228283 3.159174 3.999188
1992Q2 4.048562 2.930370 3.808949
1992Q3 3.571729 2.212242 3.280410
1992Q4 3.805035 3.071648 3.647881
1993Q1 3.430641 1.716675 3.063363
1993Q2 2.913549 2.178344 2.756005
1993Q3 2.742892 1.600860 2.498171
1993Q4 2.728300 2.784034 2.740243
1994Q1 3.185513 2.751267 3.092461
1994Q2 4.090992 4.491468 4.176808
1994Q3 4.316452 4.135367 4.277648
1994Q4 4.796851 5.005260 4.841510
1995Q1 4.671749 4.091004 4.547303
1995Q2 3.749469 3.018835 3.592904
1995Q3 3.652551 3.818430 3.688097
1995Q4 3.401209 3.384412 3.397610
1996Q1 3.434212 3.471063 3.442109
1996Q2 4.225228 4.672273 4.321024
1996Q3 4.228449 4.637927 4.316195
1996Q4 3.820202 4.397469 3.943902
1997Q1 4.033498 4.445545 4.121794
1997Q2 4.338396 4.934921 4.466223
1997Q3 3.762967 4.541400 3.929774
1997Q4 3.777861 4.382769 3.907484
1998Q1 3.536409 4.203235 3.679300
1998Q2 3.659236 4.465798 3.832071
1998Q3 3.268646 4.079219 3.442341
1998Q4 2.845752 4.092052 3.112816
1999Q1 3.453873 4.441214 3.665446
1999Q2 3.743707 4.590000 3.925056
1999Q3 4.136318 5.195446 4.363274
1999Q4 4.374795 5.819969 4.684475
2000Q1 4.570422 5.824703 4.839197
2000Q2 4.328826 5.320641 4.541358
2000Q3 4.015368 4.815955 4.186922
2000Q4 3.671675 3.934567 3.728009
2001Q1 3.200616 3.630745 3.292787
2001Q2 3.403141 3.072854 3.332365
2001Q3 3.156980 2.196824 2.951232
2001Q4 2.910168 1.986788 2.712301
2002Q1 3.288280 3.317306 3.294500
2002Q2 3.254969 3.185170 3.240012
2002Q3 2.445092 2.149758 2.381806
2002Q4 2.243955 1.864305 2.162601
2003Q1 2.059475 1.184711 1.872026
2003Q2 1.704543 1.471977 1.654707
2003Q3 2.303814 2.773246 2.404407
2003Q4 2.335445 2.631972 2.398987
2004Q1 2.043326 2.239518 2.085367
2004Q2 2.649977 2.885977 2.700549
2004Q3 2.345861 2.833806 2.450421
2004Q4 2.201600 2.334938 2.230172
2005Q1 2.341728 2.739494 2.426963
2005Q2 2.135830 2.563002 2.227367
2005Q3 2.189392 2.597441 2.276831
2005Q4 2.495725 3.342260 2.677125
2006Q1 2.569545 4.027657 2.881998
2006Q2 3.050624 3.598063 3.167932
2006Q3 2.862649 3.500218 2.999271
2006Q4 2.599268 3.571821 2.807672
2007Q1 2.756282 3.152783 2.841247
2007Q2 2.919888 3.502132 3.044654
2007Q3 2.741990 2.726095 2.738584
2007Q4 2.309248 2.095241 2.263390
2008Q1 1.667428 0.841306 1.490402
2008Q2 1.890844 0.893056 1.677032
2008Q3 1.850319 -0.205870 1.409708
2008Q4 1.522935 -2.408900 0.680399
2009Q1 1.029115 -3.093560 0.145685
2009Q2 1.380376 -1.923040 0.672501
2009Q3 1.661927 -0.985740 1.094570
2009Q4 1.585285 -0.228500 1.196617
2010Q1 1.765567 -0.429010 1.295300
2010Q2 1.467287 -0.124480 1.126194
2010Q3 0.797102 -0.252990 0.572083
2010Q4 0.966173 -0.453530 0.661951
2011Q1 1.428548 -0.469580 1.021807
2011Q2 1.006287 -0.429370 0.698646
2011Q3 0.233641 -1.114190 -0.055180
2011Q4 -0.056070 -0.805010 -0.216550
2012Q1 -0.086850 -0.443340 -0.163240
2012Q2 -0.373950 -1.441500 -0.602710
2012Q3 -0.560570 -1.730210 -0.811210
2012Q4 -0.410770 -1.160260 -0.571370
2013Q1 -0.054330 -0.903250 -0.236240
2013Q2 -0.014260 -0.650540 -0.150610
2013Q3 0.747895 0.290248 0.649828
2013Q4 0.785850 0.610440 0.748262
2014Q1 0.803400 0.031173 0.637923
2014Q2 0.651822 0.897047 0.704370
2014Q3 0.534931 0.992675 0.633019
2014Q4 0.318385 0.803113 0.422256
2015Q1 0.020880 0.136959 0.045754
2015Q2 0.240830 0.445865 0.284766
2015Q3 0.260973 0.210485 0.250155
2015Q4 0.342981 0.479383 0.372210
2016Q1 0.001828 -0.129810 -0.026380
2016Q2 -0.213730 -0.242450 -0.219890
2016Q3 -0.407920 -0.022350 -0.325300
2016Q4 0.186693 0.080540 0.163946
2017Q1 0.389750 0.648997 0.445303
2017Q2 0.203263 0.665804 0.302379
2017Q3 0.263881 0.710622 0.359611
2017Q4 0.385023 0.878995 0.490874

Note: Shading represents NBER recessions: July 1990-March 1991, March 2001-November 2001, and December 2007-June 2009.

Source: Author's calculation.

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Figure 4: Smoothing the neutral rate estimate

Period Real Ten-Year Treasury Yield Short-Run Neutral Rate Short-Run Neutral Rate, Four-Quarter Moving Average
2007Q1 2.756282 3.152783 3.455721
2007Q2 2.919888 3.502132 3.431738
2007Q3 2.741990 2.726095 3.238208
2007Q4 2.309248 2.095241 2.869063
2008Q1 1.667428 0.841306 2.291193
2008Q2 1.890844 0.893056 1.638924
2008Q3 1.850319 -0.205870 0.905934
2008Q4 1.522935 -2.408900 -0.220100
2009Q1 1.029115 -3.093560 -1.203820
2009Q2 1.380376 -1.923040 -1.907840
2009Q3 1.661927 -0.985740 -2.102810
2009Q4 1.585285 -0.228500 -1.557710
2010Q1 1.765567 -0.429010 -0.891570
2010Q2 1.467287 -0.124480 -0.441930
2010Q3 0.797102 -0.252990 -0.258750
2010Q4 0.966173 -0.453530 -0.315000
2011Q1 1.428548 -0.469580 -0.325140
2011Q2 1.006287 -0.429370 -0.401370
2011Q3 0.233641 -1.114190 -0.616670
2011Q4 -0.056070 -0.805010 -0.704540
2012Q1 -0.086850 -0.443340 -0.697980
2012Q2 -0.373950 -1.441500 -0.951010
2012Q3 -0.560570 -1.730210 -1.105010
2012Q4 -0.410770 -1.160260 -1.193830
2013Q1 -0.054330 -0.903250 -1.308810
2013Q2 -0.014260 -0.650540 -1.111070
2013Q3 0.747895 0.290248 -0.605950
2013Q4 0.785850 0.610440 -0.163280
2014Q1 0.803400 0.031173 0.070331
2014Q2 0.651822 0.897047 0.457227
2014Q3 0.534931 0.992675 0.632834
2014Q4 0.318385 0.803113 0.681002
2015Q1 0.020880 0.136959 0.707448
2015Q2 0.240830 0.445865 0.594653
2015Q3 0.260973 0.210485 0.399106
2015Q4 0.342981 0.479383 0.318173
2016Q1 0.001828 -0.12981 0.251481
2016Q2 -0.21373 -0.24245 0.079403
2016Q3 -0.40792 -0.02235 0.021194
2016Q4 0.186693 0.08054 -0.07852
2017Q1 0.38975 0.648997 0.116184
2017Q2 0.203263 0.665804 0.343247
2017Q3 0.263881 0.710622 0.526491
2017Q4 0.385023 0.878995 0.726104

Source: Author's calculation.

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Figure 5: Model estimate of long-run neutral rate

Period Baseline Neutral Rate Long-Run Estimate
1970Q1 4.425074 3.780084
1970Q2 4.562757 3.778046
1970Q3 4.364858 3.763588
1970Q4 2.090338 3.678122
1971Q1 3.694882 3.725935
1971Q2 3.224501 3.703667
1971Q3 3.251854 3.698881
1971Q4 2.977665 3.684518
1972Q1 3.889373 3.711205
1972Q2 3.932234 3.708285
1972Q3 3.838041 3.700424
1972Q4 4.259264 3.709793
1973Q1 5.105147 3.732758
1973Q2 4.371565 3.700456
1973Q3 4.175293 3.685389
1973Q4 4.157298 3.675673
1974Q1 2.460122 3.608547
1974Q2 2.729364 3.609456
1974Q3 1.834035 3.572218
1974Q4 -0.034280 3.504489
1975Q1 -1.265870 3.463147
1975Q2 1.540602 3.564778
1975Q3 3.259740 3.632446
1975Q4 3.027138 3.634667
1976Q1 3.756582 3.670237
1976Q2 2.939829 3.653433
1976Q3 2.674883 3.656260
1976Q4 2.257935 3.655300
1977Q1 3.389092 3.708581
1977Q2 4.301384 3.754904
1977Q3 3.519907 3.743235
1977Q4 3.140143 3.745448
1978Q1 3.011679 3.756987
1978Q2 5.407148 3.854849
1978Q3 3.819941 3.815979
1978Q4 4.091984 3.839938
1979Q1 3.839842 3.845835
1979Q2 3.244608 3.840145
1979Q3 2.849524 3.842039
1979Q4 3.879705 3.893465
1980Q1 4.492514 3.930805
1980Q2 1.157038 3.833939
1980Q3 3.503024 3.932762
1980Q4 6.592306 4.057297
1981Q1 5.649373 4.042073
1981Q2 5.332481 4.045796
1981Q3 7.152947 4.119983
1981Q4 4.423631 4.036234
1982Q1 4.569464 4.049120
1982Q2 5.718785 4.095204
1982Q3 4.055727 4.044008
1982Q4 2.180669 3.985632
1983Q1 3.758863 4.046443
1983Q2 4.399855 4.075976
1983Q3 5.716417 4.127895
1983Q4 5.999749 4.142711
1984Q1 6.788911 4.172066
1984Q2 7.587645 4.198146
1984Q3 6.815574 4.166476
1984Q4 6.100294 4.133082
1985Q1 6.510647 4.135022
1985Q2 5.543322 4.087136
1985Q3 5.129836 4.055964
1985Q4 4.375930 4.011809
1986Q1 3.673482 3.968893
1986Q2 2.448466 3.908723
1986Q3 2.897945 3.907152
1986Q4 2.743462 3.886558
1987Q1 2.666094 3.870143
1987Q2 3.968261 3.902006
1987Q3 3.882291 3.886865
1987Q4 4.832867 3.906761
1988Q1 3.671012 3.853993
1988Q2 4.958187 3.884242
1988Q3 4.623935 3.858217
1988Q4 5.224441 3.862729
1989Q1 5.318981 3.848269
1989Q2 4.173516 3.789879
1989Q3 3.954759 3.762280
1989Q4 3.620441 3.730511
1990Q1 4.727553 3.747607
1990Q2 4.191621 3.707827
1990Q3 3.436379 3.659970
1990Q4 2.727933 3.614002
1991Q1 2.159788 3.573995
1991Q2 2.993840 3.583321
1991Q3 2.923790 3.562903
1991Q4 2.124701 3.518727
1992Q1 3.159174 3.538434
1992Q2 2.930370 3.515969
1992Q3 2.212242 3.477774
1992Q4 3.071648 3.494633
1993Q1 1.716675 3.437237
1993Q2 2.178344 3.443603
1993Q3 1.600860 3.416590
1993Q4 2.784034 3.451578
1994Q1 2.751267 3.446391
1994Q2 4.491468 3.502078
1994Q3 4.135367 3.485558
1994Q4 5.005260 3.509578
1995Q1 4.091004 3.471244
1995Q2 3.018835 3.426721
1995Q3 3.818430 3.446016
1995Q4 3.384412 3.423108
1996Q1 3.471063 3.417849
1996Q2 4.672273 3.450185
1996Q3 4.637927 3.439083
1996Q4 4.397469 3.419366
1997Q1 4.445545 3.408056
1997Q2 4.934921 3.410231
1997Q3 4.541400 3.380472
1997Q4 4.382769 3.357053
1998Q1 4.203235 3.331518
1998Q2 4.465798 3.319724
1998Q3 4.079219 3.284415
1998Q4 4.092052 3.261511
1999Q1 4.441214 3.248832
1999Q2 4.590000 3.227740
1999Q3 5.195446 3.220207
1999Q4 5.819969 3.210602
2000Q1 5.824703 3.176461
2000Q2 5.320641 3.121483
2000Q3 4.815955 3.063458
2000Q4 3.934567 2.990291
2001Q1 3.630745 2.935345
2001Q2 3.072854 2.870856
2001Q3 2.196824 2.795337
2001Q4 1.986788 2.743149
2002Q1 3.317306 2.744065
2002Q2 3.185170 2.694762
2002Q3 2.149758 2.614257
2002Q4 1.864305 2.559736
2003Q1 1.184711 2.492852
2003Q2 1.471977 2.460443
2003Q3 2.773246 2.463663
2003Q4 2.631972 2.417705
2004Q1 2.239518 2.362964
2004Q2 2.885977 2.343503
2004Q3 2.833806 2.299685
2004Q4 2.334938 2.240036
2005Q1 2.739494 2.210789
2005Q2 2.563002 2.161177
2005Q3 2.597441 2.118141
2005Q4 3.342260 2.098453
2006Q1 4.027657 2.075046
2006Q2 3.598063 2.011271
2006Q3 3.500218 1.956526
2006Q4 3.571821 1.905383
2007Q1 3.152783 1.835366
2007Q2 3.502132 1.789505
2007Q3 2.726095 1.703256
2007Q4 2.095241 1.620505
2008Q1 0.841306 1.516045
2008Q2 0.893056 1.456639
2008Q3 -0.205870 1.359120
2008Q4 -2.408900 1.226440
2009Q1 -3.093560 1.150076
2009Q2 -1.923040 1.142246
2009Q3 -0.985740 1.130750
2009Q4 -0.228500 1.116081
2010Q1 -0.429010 1.070894
2010Q2 -0.124480 1.044838
2010Q3 -0.252990 1.005756
2010Q4 -0.453530 0.965972
2011Q1 -0.469580 0.934374
2011Q2 -0.429370 0.906610
2011Q3 -1.114190 0.856180
2011Q4 -0.805010 0.842054
2012Q1 -0.443340 0.831967
2012Q2 -1.441500 0.777679
2012Q3 -1.730210 0.750419
2012Q4 -1.160260 0.755591
2013Q1 -0.903250 0.752822
2013Q2 -0.650540 0.752186
2013Q3 0.290248 0.776734
2013Q4 0.610440 0.780977
2014Q1 0.031173 0.755058
2014Q2 0.897047 0.778973
2014Q3 0.992675 0.776695
2014Q4 0.803113 0.764482
2015Q1 0.136959 0.736109
2015Q2 0.445865 0.741513
2015Q3 0.210485 0.728929
2015Q4 0.479383 0.734101
2016Q1 -0.129810 0.709948
2016Q2 -0.242450 0.703731
2016Q3 -0.022350 0.710060
2016Q4 0.080540 0.713437
2017Q1 0.648997 0.733417
2017Q2 0.665804 0.734871
2017Q3 0.710622 0.737366
2017Q4 0.878995 0.744074

Note: Shading represents NBER recessions: December 1969-November 1970, November 1973-March 1975, January 1980-July 1980, July 1981-November 1982, July 1990-March 1991, March 2001-November 2001, and December 2007-June 2009.

Source: Author's calculation.

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Last Update: September 05, 2018