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The below returns data contains the annual returns for 4 major asset classes, equities (SP500), US treasury bonds, corporate bonds and real estate. Working with

The below returns data contains the annual returns for 4 major asset classes, equities (SP500), US treasury bonds, corporate bonds and real estate. Working with this data answer the following question:

Assume a 8% inflation level this year. Conditional on this scenario, what asset class has the highest sharpe ratio?

Year S&P 500 US T. Bond Corporate Bond Real Estate Inflation Rate
1928 43.81115515 0.835470859 3.21955147 1.491053678 -1.15607
1929 -8.297946612 4.203804156 3.01785624 -2.056807052 0.5848
1930 -25.12363636 4.540931435 0.539780946 -4.3 -6.39535
1931 -43.83754889 -2.558855962 -15.68077508 -8.150470219 -9.31677
1932 -8.642364532 8.79030699 23.58960168 -10.46643914 -10.27397
1933 49.98222543 1.855272089 12.9668937 -3.811944091 0.76336
1934 -1.188565697 7.963442618 18.81642927 2.906208719 1.51515
1935 46.74042105 4.47204773 13.30773187 9.765833726 2.98507
1936 31.94341028 5.017875405 11.38381587 3.218601455 1.44928
1937 -35.33672875 1.37914606 -4.416191684 2.563391222 2.85714
1938 29.28265403 4.213248532 9.235881714 -0.873681363 -2.77778
1939 -1.097564688 4.412261394 7.983137765 -1.301607226 0
1940 -10.67287319 5.402481596 8.648137178 3.306607686 0.71429
1941 -12.77145558 -2.022197585 5.007172857 -8.384627736 9.92908
1942 19.17376295 2.294868237 5.179901043 3.333041218 9.03226
1943 25.06131013 2.49 8.04467006 11.44625996 2.95858
1944 19.03067695 2.577611158 6.565863588 16.58422748 2.29885
1945 35.82108434 3.804417342 6.799865478 11.77737647 2.24719
1946 -8.429147465 3.128374538 2.508032977 24.10168568 18.13187
1947 5.2 0.919696806 0.262120227 21.26388105 8.83721
1948 5.704575163 1.951036941 3.436959561 2.058515386 2.99145
1949 18.30322368 4.663485183 5.377301118 0.089348516 -2.07469
1950 30.80553901 0.429595742 4.238817306 3.640392529 5.9322
1951 23.67846304 -0.295313922 -0.190980913 6.047648137 6
1952 18.15098864 2.267996192 4.441241505 4.406682028 0.75472
1953 -1.208204742 4.143840259 1.620112382 11.51656854 0.74906
1954 52.56332124 3.289803456 6.157905182 0.92272203 -0.74349
1955 32.59733185 -1.336439129 2.044690004 0 0.37453
1956 7.439511873 -2.255773817 -2.352654198 0.914285714 2.98507
1957 -10.45736019 6.797012847 -0.71892844 2.718006795 2.89855
1958 43.71995499 -2.099018176 6.430092897 0.661521499 1.76056
1959 12.05645716 -2.646631259 1.57434309 0.109529025 1.7301
1960 0.336535315 11.63950369 6.663187163 0.765864333 1.36054
1961 26.63771296 2.060920808 5.1 0.977198697 0.67114
1962 -8.811460517 5.693544054 6.495327994 0.322580645 1.33333
1963 22.6119271 1.684162074 5.464480571 2.143622722 1.64474
1964 16.41545588 3.728064891 5.161739272 1.259181532 0.97087
1965 12.39924248 0.718855094 3.190009462 1.658031088 1.92308
1966 -9.970954236 2.907940932 -3.445361598 1.22324159 3.45912
1967 23.80296651 -1.580620993 0.895226615 2.316213494 3.03951
1968 10.81486265 3.274619695 4.845146224 4.133858268 4.71976
1969 -8.241371076 -5.014049321 -2.025164251 6.994328922 6.19718
1970 3.561144905 16.75473718 5.649567657 8.215547703 5.57029
1971 14.2211503 9.78689662 14.00146617 4.244897959 3.26633
1972 18.75536292 2.81844905 11.40909358 2.975724354 3.40633
1973 -14.30804744 3.658664602 4.318040485 3.422053232 8.70588
1974 -25.90178575 1.988608693 -4.380719798 10.07352941 12.33766
1975 36.99513711 3.605253603 11.04996407 6.773709375 6.93642
1976 23.830999 15.98456074 19.75281399 8.177834857 4.86486
1977 -6.979704076 1.289960607 9.954662852 14.6548413 6.70103
1978 6.509283912 -0.777580691 3.137584977 15.72359605 9.01771
1979 18.51949017 0.670720312 -2.009110144 13.74246691 13.29394
1980 31.73524551 -2.989744252 -3.315678337 7.396867264 12.5163
1981 -4.702390247 8.199215336 8.462399481 5.095006248 8.92236
1982 20.41905508 32.81454949 29.05245566 0.563720968 3.82979
1983 22.33715586 3.200209445 16.19428962 4.749480207 3.79098
1984 6.146142 13.73336434 15.61920733 4.678134973 3.94867
1985 31.23514949 25.71248821 23.86264185 7.471371208 3.79867
1986 18.49457876 24.28421514 21.48551531 9.61235751 1.0979
1987 5.812721642 -4.960508938 2.289846084 7.876215124 4.43439
1988 16.53719281 8.223595843 15.11507007 7.210462412 4.41941
1989 31.47518364 17.69364716 15.78966653 4.381344831 4.6473
1990 -3.064451613 6.235375334 6.140062886 -0.691512307 6.10626
1991 30.23484313 15.00451002 17.85348715 -0.157957088 3.06428
1992 7.493727972 9.361637316 12.17225587 0.817402769 2.90065
1993 9.967051479 14.21095759 16.43151722 2.157708905 2.74841
1994 1.325920677 -8.036655551 -1.319203348 2.508960573 2.6749
1995 37.1951989 23.48078011 20.15621817 1.798201798 2.53841
1996 22.68096602 1.428607793 4.792599419 2.416584887 3.32248
1997 33.1036531 9.939130273 11.83488724 4.024434064 1.7024
1998 28.33795328 14.92143192 7.945456133 6.447898676 1.6119
1999 20.88535099 -8.254214796 0.843163475 7.679826933 2.68456
2000 -9.031818955 16.65526713 9.329685521 9.281767956 3.38681
2001 -11.84975914 5.572181189 7.819150754 6.673407482 1.55172
2002 -21.96604796 15.11640038 12.17786769 9.56484274 2.37691
2003 28.35580005 0.375318588 13.5320121 9.815178923 1.87949
2004 10.74277594 4.490683702 9.888628409 13.6360381 3.25556
2005 4.834477523 2.86753296 4.917537987 13.51232117 3.41566
2006 15.61255798 1.961001242 7.048397663 1.732274721 2.54065
2007 5.484735246 10.20992193 3.150386153 -5.397587731 4.08127
2008 -36.55234411 20.10127993 -5.065714629 -11.99953848 0.09141
2009 25.93523388 -11.11669531 23.32950249 -3.848170972 2.72133
2010 14.82109228 8.46293388 8.347842366 -4.118088225 1.49572
2011 2.098374734 16.035335 12.5845144 -3.882528621 2.96242
2012 15.89058524 2.971571978 10.12467788 6.436339424 1.74102
2013 32.14508586 -9.104568794 -1.055901207 10.71800931 1.50174
2014 13.52442165 10.74618045 10.38490782 4.513779898 0.75649
2015 1.378891641 1.284299671 -0.697518368 5.207832773 0.72952
2016 11.77308087 0.69055047 10.36510582 5.309734513 2.07462
2017 21.60548143 2.801716271 9.723901946 6.213065872 2.10908
2018 -4.226869289 -0.016692386 -2.762628222 4.532693584 1.91016
2019 31.21168 9.635630742 15.32945756 3.691586503 2.28513
2020 18.02320183 11.33189765 10.41153716 10.34612668 1.36201
2021 28.46885175 -4.416034449 0.933444572 16.83168317 7

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