Frequencies for l_1_hos_c1_9 variable in prds_hosp10_yr2010 dataset : l_1_hos_c1_ | 9 | Freq. Percent Cum. ------------+----------------------------------- .0078 | 1 0.04 0.04 .0185 | 1 0.04 0.09 .0224 | 1 0.04 0.13 .026 | 1 0.04 0.17 .0311 | 1 0.04 0.22 .0397 | 1 0.04 0.26 .0435 | 1 0.04 0.30 .0458 | 1 0.04 0.34 .051 | 1 0.04 0.39 .052 | 1 0.04 0.43 .0537 | 1 0.04 0.47 .0544 | 1 0.04 0.52 .0546 | 1 0.04 0.56 .0549 | 1 0.04 0.60 .0592 | 1 0.04 0.65 .0648 | 1 0.04 0.69 .0651 | 1 0.04 0.73 .0654 | 1 0.04 0.77 .0655 | 1 0.04 0.82 .0659 | 1 0.04 0.86 .07 | 1 0.04 0.90 .074 | 1 0.04 0.95 .0775 | 1 0.04 0.99 .0777 | 1 0.04 1.03 .0781 | 1 0.04 1.08 .0816 | 1 0.04 1.12 .0835 | 1 0.04 1.16 .0847 | 1 0.04 1.21 .0851 | 1 0.04 1.25 .0857 | 1 0.04 1.29 .0858 | 1 0.04 1.33 .0885 | 1 0.04 1.38 .0889 | 1 0.04 1.42 .0891 | 1 0.04 1.46 .0896 | 1 0.04 1.51 .0898 | 1 0.04 1.55 .0924 | 1 0.04 1.59 .0946 | 1 0.04 1.64 .0965 | 1 0.04 1.68 .0967 | 1 0.04 1.72 .0982 | 1 0.04 1.76 .1 | 1 0.04 1.81 .1023 | 1 0.04 1.85 .1042 | 1 0.04 1.89 .1043 | 1 0.04 1.94 .1045 | 1 0.04 1.98 .1048 | 1 0.04 2.02 .1053 | 1 0.04 2.07 .1067 | 1 0.04 2.11 .1069 | 1 0.04 2.15 .1087 | 1 0.04 2.20 .1091 | 1 0.04 2.24 .1127 | 1 0.04 2.28 .1197 | 1 0.04 2.32 .1199 | 1 0.04 2.37 .121 | 1 0.04 2.41 .1214 | 1 0.04 2.45 .1215 | 1 0.04 2.50 .1223 | 1 0.04 2.54 .1233 | 1 0.04 2.58 .1244 | 1 0.04 2.63 .1263 | 1 0.04 2.67 .1266 | 1 0.04 2.71 .1267 | 1 0.04 2.76 .1268 | 1 0.04 2.80 .1282 | 1 0.04 2.84 .1298 | 1 0.04 2.88 .1323 | 1 0.04 2.93 .1336 | 1 0.04 2.97 .134 | 1 0.04 3.01 .1369 | 1 0.04 3.06 .1398 | 1 0.04 3.10 .1407 | 1 0.04 3.14 .141 | 2 0.09 3.23 .1415 | 1 0.04 3.27 .1418 | 1 0.04 3.31 .1421 | 1 0.04 3.36 .1434 | 1 0.04 3.40 .1446 | 1 0.04 3.44 .1494 | 1 0.04 3.49 .1502 | 1 0.04 3.53 .1509 | 1 0.04 3.57 .1525 | 1 0.04 3.62 .1531 | 1 0.04 3.66 .1533 | 1 0.04 3.70 .1545 | 1 0.04 3.75 .155 | 1 0.04 3.79 .1563 | 1 0.04 3.83 .1569 | 1 0.04 3.87 .1578 | 1 0.04 3.92 .1584 | 1 0.04 3.96 .1586 | 1 0.04 4.00 .1596 | 1 0.04 4.05 .1598 | 1 0.04 4.09 .1602 | 1 0.04 4.13 .1605 | 1 0.04 4.18 .1629 | 1 0.04 4.22 .1637 | 1 0.04 4.26 .1642 | 1 0.04 4.30 .1645 | 1 0.04 4.35 .1657 | 1 0.04 4.39 .1663 | 1 0.04 4.43 .1705 | 1 0.04 4.48 .171 | 1 0.04 4.52 .1713 | 1 0.04 4.56 .1716 | 1 0.04 4.61 .1717 | 1 0.04 4.65 .1728 | 1 0.04 4.69 .1739 | 1 0.04 4.74 .1746 | 1 0.04 4.78 .1759 | 1 0.04 4.82 .1764 | 2 0.09 4.91 .1776 | 1 0.04 4.95 .1788 | 2 0.09 5.04 .1791 | 1 0.04 5.08 .1792 | 1 0.04 5.12 .1801 | 1 0.04 5.17 .1805 | 1 0.04 5.21 .181 | 1 0.04 5.25 .1818 | 1 0.04 5.29 .1819 | 1 0.04 5.34 .182 | 1 0.04 5.38 .1825 | 1 0.04 5.42 .1831 | 1 0.04 5.47 .1833 | 1 0.04 5.51 .1847 | 1 0.04 5.55 .1852 | 1 0.04 5.60 .1853 | 2 0.09 5.68 .1854 | 1 0.04 5.73 .1862 | 1 0.04 5.77 .1882 | 1 0.04 5.81 .1883 | 1 0.04 5.85 .1889 | 1 0.04 5.90 .1891 | 1 0.04 5.94 .191 | 1 0.04 5.98 .1916 | 1 0.04 6.03 .1931 | 1 0.04 6.07 .1948 | 1 0.04 6.11 .1952 | 1 0.04 6.16 .1953 | 1 0.04 6.20 .1955 | 1 0.04 6.24 .1961 | 1 0.04 6.28 .1992 | 1 0.04 6.33 .1993 | 1 0.04 6.37 .1996 | 1 0.04 6.41 .2001 | 2 0.09 6.50 .2006 | 1 0.04 6.54 .2008 | 1 0.04 6.59 .201 | 1 0.04 6.63 .2019 | 1 0.04 6.67 .202 | 1 0.04 6.72 .2025 | 1 0.04 6.76 .204 | 1 0.04 6.80 .2041 | 1 0.04 6.84 .2043 | 1 0.04 6.89 .2047 | 1 0.04 6.93 .206 | 1 0.04 6.97 .2063 | 1 0.04 7.02 .2067 | 1 0.04 7.06 .2069 | 1 0.04 7.10 .2082 | 1 0.04 7.15 .2084 | 1 0.04 7.19 .2085 | 2 0.09 7.28 .2098 | 1 0.04 7.32 .2099 | 1 0.04 7.36 .2107 | 1 0.04 7.40 .2116 | 1 0.04 7.45 .212 | 1 0.04 7.49 .2123 | 1 0.04 7.53 .2125 | 2 0.09 7.62 .2126 | 1 0.04 7.66 .213 | 1 0.04 7.71 .2159 | 1 0.04 7.75 .2161 | 1 0.04 7.79 .2169 | 2 0.09 7.88 .2174 | 1 0.04 7.92 .2178 | 1 0.04 7.96 .218 | 1 0.04 8.01 .2183 | 1 0.04 8.05 .2187 | 1 0.04 8.09 .2203 | 1 0.04 8.14 .2204 | 1 0.04 8.18 .2205 | 1 0.04 8.22 .2215 | 1 0.04 8.27 .2216 | 1 0.04 8.31 .2227 | 1 0.04 8.35 .2228 | 1 0.04 8.39 .2233 | 1 0.04 8.44 .2235 | 1 0.04 8.48 .224 | 1 0.04 8.52 .2245 | 1 0.04 8.57 .2249 | 1 0.04 8.61 .2252 | 1 0.04 8.65 .2256 | 1 0.04 8.70 .2258 | 1 0.04 8.74 .2272 | 1 0.04 8.78 .228 | 1 0.04 8.82 .2286 | 2 0.09 8.91 .2289 | 1 0.04 8.95 .2297 | 1 0.04 9.00 .2298 | 1 0.04 9.04 .2302 | 1 0.04 9.08 .2312 | 1 0.04 9.13 .2315 | 1 0.04 9.17 .2322 | 1 0.04 9.21 .2323 | 1 0.04 9.26 .2328 | 1 0.04 9.30 .2334 | 1 0.04 9.34 .2337 | 1 0.04 9.38 .2338 | 1 0.04 9.43 .2341 | 1 0.04 9.47 .2344 | 2 0.09 9.56 .2345 | 1 0.04 9.60 .2355 | 1 0.04 9.64 .2356 | 1 0.04 9.69 .2366 | 1 0.04 9.73 .2367 | 1 0.04 9.77 .2385 | 1 0.04 9.81 .2389 | 1 0.04 9.86 .2394 | 1 0.04 9.90 .2401 | 1 0.04 9.94 .2408 | 1 0.04 9.99 .2413 | 1 0.04 10.03 .2415 | 1 0.04 10.07 .242 | 1 0.04 10.12 .2422 | 1 0.04 10.16 .2429 | 1 0.04 10.20 .2435 | 1 0.04 10.25 .2437 | 1 0.04 10.29 .2441 | 1 0.04 10.33 .2447 | 1 0.04 10.37 .2449 | 1 0.04 10.42 .2453 | 1 0.04 10.46 .2454 | 1 0.04 10.50 .2462 | 1 0.04 10.55 .2475 | 1 0.04 10.59 .248 | 1 0.04 10.63 .2481 | 1 0.04 10.68 .2487 | 1 0.04 10.72 .2488 | 2 0.09 10.80 .2491 | 1 0.04 10.85 .2496 | 1 0.04 10.89 .2521 | 1 0.04 10.93 .2526 | 1 0.04 10.98 .2533 | 1 0.04 11.02 .2534 | 1 0.04 11.06 .2536 | 1 0.04 11.11 .2537 | 1 0.04 11.15 .2541 | 1 0.04 11.19 .2546 | 1 0.04 11.24 .2548 | 1 0.04 11.28 .2551 | 2 0.09 11.36 .2552 | 1 0.04 11.41 .2562 | 1 0.04 11.45 .2573 | 2 0.09 11.54 .2582 | 1 0.04 11.58 .2586 | 1 0.04 11.62 .2587 | 2 0.09 11.71 .2588 | 1 0.04 11.75 .2592 | 1 0.04 11.80 .2595 | 2 0.09 11.88 .2601 | 1 0.04 11.92 .2636 | 1 0.04 11.97 .2637 | 1 0.04 12.01 .2645 | 2 0.09 12.10 .2649 | 1 0.04 12.14 .2655 | 1 0.04 12.18 .2657 | 1 0.04 12.23 .2664 | 1 0.04 12.27 .2673 | 3 0.13 12.40 .2693 | 2 0.09 12.48 .2712 | 1 0.04 12.53 .2716 | 1 0.04 12.57 .2717 | 1 0.04 12.61 .2721 | 2 0.09 12.70 .2722 | 1 0.04 12.74 .2723 | 1 0.04 12.79 .2733 | 2 0.09 12.87 .2739 | 2 0.09 12.96 .2754 | 1 0.04 13.00 .2757 | 1 0.04 13.04 .2762 | 1 0.04 13.09 .2763 | 1 0.04 13.13 .2769 | 1 0.04 13.17 .277 | 1 0.04 13.22 .2771 | 1 0.04 13.26 .2772 | 1 0.04 13.30 .2777 | 1 0.04 13.34 .2778 | 1 0.04 13.39 .278 | 1 0.04 13.43 .2786 | 1 0.04 13.47 .2803 | 1 0.04 13.52 .2807 | 1 0.04 13.56 .2813 | 1 0.04 13.60 .2819 | 1 0.04 13.65 .2827 | 1 0.04 13.69 .2835 | 1 0.04 13.73 .2842 | 2 0.09 13.82 .2851 | 1 0.04 13.86 .2864 | 1 0.04 13.90 .2869 | 1 0.04 13.95 .2873 | 1 0.04 13.99 .2875 | 1 0.04 14.03 .2878 | 1 0.04 14.08 .288 | 1 0.04 14.12 .2886 | 1 0.04 14.16 .2897 | 1 0.04 14.21 .2899 | 1 0.04 14.25 .2923 | 1 0.04 14.29 .2929 | 1 0.04 14.33 .2937 | 1 0.04 14.38 .2939 | 1 0.04 14.42 .2949 | 2 0.09 14.51 .2968 | 1 0.04 14.55 .2969 | 1 0.04 14.59 .2981 | 1 0.04 14.64 .2982 | 1 0.04 14.68 .2985 | 1 0.04 14.72 .2989 | 2 0.09 14.81 .299 | 1 0.04 14.85 .2995 | 1 0.04 14.89 .2997 | 1 0.04 14.94 .3005 | 1 0.04 14.98 .301 | 1 0.04 15.02 .302 | 1 0.04 15.07 .3025 | 1 0.04 15.11 .3032 | 1 0.04 15.15 .3038 | 1 0.04 15.20 .3039 | 1 0.04 15.24 .3041 | 1 0.04 15.28 .3045 | 1 0.04 15.33 .3057 | 1 0.04 15.37 .3059 | 1 0.04 15.41 .3063 | 1 0.04 15.45 .3064 | 1 0.04 15.50 .3066 | 1 0.04 15.54 .3067 | 1 0.04 15.58 .3078 | 1 0.04 15.63 .3084 | 1 0.04 15.67 .3085 | 1 0.04 15.71 .3096 | 1 0.04 15.76 .3097 | 2 0.09 15.84 .3098 | 1 0.04 15.88 .3101 | 1 0.04 15.93 .3109 | 1 0.04 15.97 .3114 | 1 0.04 16.01 .3118 | 1 0.04 16.06 .3119 | 1 0.04 16.10 .3134 | 1 0.04 16.14 .3137 | 1 0.04 16.19 .315 | 1 0.04 16.23 .3173 | 1 0.04 16.27 .3175 | 1 0.04 16.32 .3183 | 1 0.04 16.36 .3193 | 1 0.04 16.40 .3197 | 2 0.09 16.49 .3206 | 1 0.04 16.53 .3207 | 1 0.04 16.57 .3221 | 1 0.04 16.62 .3232 | 1 0.04 16.66 .3233 | 1 0.04 16.70 .3244 | 1 0.04 16.75 .3245 | 1 0.04 16.79 .3256 | 1 0.04 16.83 .3265 | 1 0.04 16.87 .3268 | 1 0.04 16.92 .3281 | 1 0.04 16.96 .3289 | 1 0.04 17.00 .3291 | 1 0.04 17.05 .3295 | 1 0.04 17.09 .3304 | 1 0.04 17.13 .3316 | 1 0.04 17.18 .332 | 3 0.13 17.31 .333 | 1 0.04 17.35 .3334 | 1 0.04 17.39 .3348 | 1 0.04 17.43 .3356 | 1 0.04 17.48 .337 | 1 0.04 17.52 .339 | 1 0.04 17.56 .3391 | 1 0.04 17.61 .34 | 1 0.04 17.65 .3401 | 1 0.04 17.69 .3426 | 2 0.09 17.78 .3429 | 1 0.04 17.82 .3432 | 2 0.09 17.91 .3439 | 1 0.04 17.95 .3449 | 1 0.04 17.99 .3463 | 1 0.04 18.04 .3475 | 1 0.04 18.08 .3492 | 1 0.04 18.12 .3502 | 1 0.04 18.17 .3505 | 1 0.04 18.21 .352 | 1 0.04 18.25 .3524 | 1 0.04 18.30 .3527 | 1 0.04 18.34 .3534 | 1 0.04 18.38 .3556 | 1 0.04 18.42 .3565 | 1 0.04 18.47 .3582 | 1 0.04 18.51 .3584 | 1 0.04 18.55 .3615 | 1 0.04 18.60 .3629 | 1 0.04 18.64 .3635 | 1 0.04 18.68 .3647 | 1 0.04 18.73 .3657 | 1 0.04 18.77 .3664 | 1 0.04 18.81 .3669 | 1 0.04 18.85 .3672 | 1 0.04 18.90 .3675 | 1 0.04 18.94 .3701 | 1 0.04 18.98 .3712 | 1 0.04 19.03 .3714 | 1 0.04 19.07 .3719 | 1 0.04 19.11 .372 | 1 0.04 19.16 .3751 | 1 0.04 19.20 .377 | 1 0.04 19.24 .3774 | 1 0.04 19.29 .379 | 1 0.04 19.33 .3793 | 1 0.04 19.37 .3794 | 1 0.04 19.41 .3808 | 1 0.04 19.46 .3809 | 1 0.04 19.50 .3832 | 1 0.04 19.54 .3855 | 1 0.04 19.59 .3857 | 1 0.04 19.63 .386 | 1 0.04 19.67 .388 | 1 0.04 19.72 .39 | 1 0.04 19.76 .3913 | 1 0.04 19.80 .3936 | 1 0.04 19.85 .3948 | 1 0.04 19.89 .3955 | 1 0.04 19.93 .3968 | 1 0.04 19.97 .3971 | 1 0.04 20.02 .3982 | 1 0.04 20.06 .3985 | 1 0.04 20.10 .4006 | 1 0.04 20.15 .4014 | 1 0.04 20.19 .4035 | 1 0.04 20.23 .4044 | 1 0.04 20.28 .405 | 1 0.04 20.32 .4063 | 1 0.04 20.36 .4064 | 1 0.04 20.40 .4073 | 2 0.09 20.49 .4087 | 1 0.04 20.53 .4089 | 1 0.04 20.58 .409 | 1 0.04 20.62 .4118 | 1 0.04 20.66 .4144 | 1 0.04 20.71 .4147 | 1 0.04 20.75 .4155 | 1 0.04 20.79 .4157 | 2 0.09 20.88 .4189 | 1 0.04 20.92 .4201 | 1 0.04 20.96 .4203 | 2 0.09 21.05 .4227 | 1 0.04 21.09 .4233 | 1 0.04 21.14 .4236 | 1 0.04 21.18 .4242 | 1 0.04 21.22 .4244 | 1 0.04 21.27 .4248 | 1 0.04 21.31 .4272 | 1 0.04 21.35 .4273 | 1 0.04 21.39 .4287 | 1 0.04 21.44 .4293 | 1 0.04 21.48 .431 | 1 0.04 21.52 .4311 | 1 0.04 21.57 .432 | 1 0.04 21.61 .4321 | 1 0.04 21.65 .4345 | 1 0.04 21.70 .4356 | 1 0.04 21.74 .4362 | 1 0.04 21.78 .4365 | 1 0.04 21.83 .438 | 1 0.04 21.87 .441 | 1 0.04 21.91 .4415 | 1 0.04 21.95 .4441 | 1 0.04 22.00 .4449 | 1 0.04 22.04 .4452 | 1 0.04 22.08 .4486 | 1 0.04 22.13 .4487 | 1 0.04 22.17 .4494 | 1 0.04 22.21 .4522 | 1 0.04 22.26 .4524 | 1 0.04 22.30 .4543 | 1 0.04 22.34 .4584 | 1 0.04 22.38 .4597 | 1 0.04 22.43 .4615 | 2 0.09 22.51 .4625 | 1 0.04 22.56 .464 | 1 0.04 22.60 .466 | 1 0.04 22.64 .4673 | 1 0.04 22.69 .4705 | 1 0.04 22.73 .4707 | 1 0.04 22.77 .4742 | 1 0.04 22.82 .4764 | 1 0.04 22.86 .4829 | 1 0.04 22.90 .4834 | 1 0.04 22.94 .4837 | 1 0.04 22.99 .4874 | 1 0.04 23.03 .4912 | 1 0.04 23.07 .4918 | 1 0.04 23.12 .4938 | 1 0.04 23.16 .4944 | 1 0.04 23.20 .4988 | 1 0.04 23.25 .5038 | 1 0.04 23.29 .5057 | 1 0.04 23.33 .5061 | 1 0.04 23.37 .507 | 1 0.04 23.42 .5081 | 1 0.04 23.46 .5109 | 1 0.04 23.50 .5135 | 1 0.04 23.55 .5145 | 1 0.04 23.59 .5162 | 1 0.04 23.63 .5176 | 1 0.04 23.68 .518 | 1 0.04 23.72 .5209 | 1 0.04 23.76 .5226 | 1 0.04 23.81 .5236 | 1 0.04 23.85 .5256 | 1 0.04 23.89 .5263 | 1 0.04 23.93 .5337 | 1 0.04 23.98 .536 | 1 0.04 24.02 .5364 | 1 0.04 24.06 .5387 | 1 0.04 24.11 .5412 | 1 0.04 24.15 .5432 | 1 0.04 24.19 .5453 | 1 0.04 24.24 .5482 | 1 0.04 24.28 .5508 | 1 0.04 24.32 .5514 | 1 0.04 24.37 .5525 | 1 0.04 24.41 .5571 | 1 0.04 24.45 .5583 | 1 0.04 24.49 .5607 | 1 0.04 24.54 .561 | 1 0.04 24.58 .5613 | 1 0.04 24.62 .5637 | 1 0.04 24.67 .5669 | 1 0.04 24.71 .5703 | 1 0.04 24.75 .5706 | 1 0.04 24.80 .5707 | 1 0.04 24.84 .5758 | 1 0.04 24.88 .5871 | 1 0.04 24.92 .5884 | 1 0.04 24.97 .593 | 1 0.04 25.01 .595 | 1 0.04 25.05 .5958 | 1 0.04 25.10 .5979 | 1 0.04 25.14 .6006 | 1 0.04 25.18 .6008 | 1 0.04 25.23 .6026 | 1 0.04 25.27 .6032 | 1 0.04 25.31 .6074 | 1 0.04 25.36 .6075 | 1 0.04 25.40 .6148 | 1 0.04 25.44 .6209 | 1 0.04 25.48 .6224 | 1 0.04 25.53 .6269 | 1 0.04 25.57 .6315 | 1 0.04 25.61 .6339 | 1 0.04 25.66 .6364 | 1 0.04 25.70 .6401 | 1 0.04 25.74 .6468 | 1 0.04 25.79 .6469 | 1 0.04 25.83 .6563 | 1 0.04 25.87 .6569 | 1 0.04 25.91 .6578 | 1 0.04 25.96 .6603 | 1 0.04 26.00 .6619 | 1 0.04 26.04 .6712 | 1 0.04 26.09 .6716 | 1 0.04 26.13 .6761 | 1 0.04 26.17 .6779 | 1 0.04 26.22 .6822 | 1 0.04 26.26 .6851 | 1 0.04 26.30 .6854 | 1 0.04 26.35 .6863 | 1 0.04 26.39 .6889 | 1 0.04 26.43 .6951 | 1 0.04 26.47 .702 | 1 0.04 26.52 .708 | 1 0.04 26.56 .7094 | 2 0.09 26.65 .7145 | 1 0.04 26.69 .7162 | 1 0.04 26.73 .7169 | 1 0.04 26.78 .72 | 1 0.04 26.82 .7308 | 1 0.04 26.86 .7353 | 1 0.04 26.90 .7369 | 1 0.04 26.95 .7385 | 1 0.04 26.99 .7488 | 1 0.04 27.03 .7554 | 1 0.04 27.08 .7582 | 1 0.04 27.12 .7585 | 1 0.04 27.16 .7613 | 1 0.04 27.21 .7616 | 1 0.04 27.25 .767 | 1 0.04 27.29 .7708 | 1 0.04 27.34 .7747 | 1 0.04 27.38 .7779 | 1 0.04 27.42 .7799 | 1 0.04 27.46 .783 | 2 0.09 27.55 .7861 | 1 0.04 27.59 .7908 | 1 0.04 27.64 .7918 | 1 0.04 27.68 .7978 | 1 0.04 27.72 .8001 | 1 0.04 27.77 .8079 | 1 0.04 27.81 .8085 | 1 0.04 27.85 .8122 | 1 0.04 27.89 .8128 | 1 0.04 27.94 .822 | 1 0.04 27.98 .8261 | 1 0.04 28.02 .8315 | 1 0.04 28.07 .8326 | 1 0.04 28.11 .8372 | 1 0.04 28.15 .8386 | 1 0.04 28.20 .8494 | 1 0.04 28.24 .8543 | 1 0.04 28.28 .8663 | 1 0.04 28.33 .8817 | 1 0.04 28.37 .8936 | 1 0.04 28.41 .9097 | 1 0.04 28.45 .927 | 1 0.04 28.50 .9337 | 1 0.04 28.54 .9467 | 1 0.04 28.58 .9812 | 1 0.04 28.63 1.0005 | 1 0.04 28.67 1.0028 | 1 0.04 28.71 1.0103 | 1 0.04 28.76 1.0105 | 1 0.04 28.80 1.0122 | 1 0.04 28.84 1.0184 | 1 0.04 28.89 1.0301 | 1 0.04 28.93 1.0543 | 1 0.04 28.97 . | 1,650 71.03 100.00 ------------+----------------------------------- Total | 2,323 100.00 by Jean Roth , jroth@nber.org , 24 Aug 2018