Question: Estimate for BTC, ETH, and LTC. You can use regression or create a scatterplot with a trend line. I recommend doing both to make

Estimate β for BTC, ETH, and LTC. You can use regression or create a scatterplot with a trend line. I recommend doing both to make sure you get the same results.

i. βBT C =

ii. βET H =

iii. βLT C =

Which cryptocurrency’s risk premium is best explained by the market risk premium? Hint: look at the R2 .

DateSPY_returnBTC_returnETH_returnLTC_returnriskfreeSPY RPBTC RPETH RPLTC RP
2017-01-012.389437780.69105914534.6136954-5.7025078090.511.879437780.18105914534.1036954-6.212507809
2017-02-013.92915524621.5958681947.44535073-7.5429554950.523.40915524621.0758681946.92535073-8.062955495
2017-03-01-0.308694428-9.168024158216.34739476.79866560.74-1.048694428-9.908024158215.60739476.0586656
2017-04-011.43196839425.7606402357.92459225135.57010140.80.63196839424.9606402357.12459225134.7701014
2017-05-011.4112935669.62881886191.907741461.073757130.890.5212935668.73881886191.017741460.18375713
2017-06-010.1491104848.50373220427.8524540959.518298180.98-0.8308895167.52373220426.8724540958.53829818
2017-07-012.55310029615.90187138-30.87149826.6124302341.071.48310029614.83187138-31.94149825.542430234
2017-08-010.29177137463.5768289387.8844898265.157224791.01-0.71822862662.5668289386.8744898264.14722479
2017-09-011.511169665-7.753559993-21.29714175-22.394874151.030.481169665-8.783559993-22.32714175-23.42487415
2017-10-012.86437757549.085787251.4641839211.1093133621.071.79437757548.015787250.3941839210.039313362
2017-11-013.05659557858.2091361746.1734924358.429070541.231.82659557856.9791361744.9434924357.19907054
2017-12-010.69806213238.332560769.24832309162.7580021.32-0.62193786837.012560767.92832309161.438002
2018-01-016.175883529-27.798738947.78133131-29.619208031.414.765883529-29.208738946.37133131-31.02920803
2018-02-01-3.6360516841.729762831-23.5275612424.20799781.57-5.2060516840.159762831-25.0975612422.6379978
2018-03-01-3.129038039-32.9332892-53.64154862-42.528401541.7-4.829038039-34.6332892-55.34154862-44.22840154
2018-04-010.9194080732.5089314968.977722527.331122881.76-0.8405919330.7489314967.217722525.57112288
2018-05-012.430907263-18.89909064-13.77454599-20.476576831.860.570907263-20.75909064-15.63454599-22.33657683
2018-06-010.125491739-14.54690691-21.20074142-31.082200091.9-1.774508261-16.44690691-23.10074142-32.98220009
2018-07-014.17032589521.49344068-4.682321132-2.0543416561.962.21032589519.53344068-6.642321132-4.014341656
2018-08-013.191959435-9.547787383-34.77171682-22.304000982.031.161959435-11.57778738-36.80171682-24.33400098
2018-09-010.141270053-5.854569531-17.72271465-1.2653914992.13-1.988729947-7.984569531-19.85271465-3.395391499
2018-10-01-6.489044861-4.647911924-15.23182889-19.13646322.25-8.739044861-6.897911924-17.48182889-21.3864632
2018-11-011.854925955-36.41157586-42.66346876-35.146060092.33-0.475074045-38.74157586-44.99346876-37.47606009
2018-12-01-9.334303643-6.83469656717.84623674-4.9791044762.37-11.70430364-9.20469656715.47623674-7.349104476
2019-01-018.637275946-7.61235687-19.725266563.8858582632.376.267275946-9.98235687-22.095266561.515858263
2019-02-013.2416168211.48110127.7273990346.079230072.390.851616829.09110099625.3373990343.68923007
2019-03-011.3635487666.5015006283.48664269731.399232072.4-1.0364512344.1015006281.08664269728.99923207
2019-04-014.54370609730.3337302714.5935508522.262183192.382.16370609727.9537302712.2135508519.88218319
2019-05-01-6.3771319560.249301765.3327483954.194407992.35-8.7271319557.899301762.9827483951.84440799
2019-06-016.4409704126.15491068.4227102646.7333358612.174.2709704123.98491066.2527102644.563335861
2019-07-012.005662368-6.76265917-24.78253707-19.41898722.1-0.094337632-8.86265917-26.88253707-21.5189872
2019-08-01-1.674339541-4.51101181-21.12210414-34.446930671.95-3.624339541-6.46101181-23.07210414-36.39693067
2019-09-011.477157244-13.880620184.292009682-13.192417311.89-0.412842756-15.770620182.402009682-15.08241731
2019-10-012.68248376510.920318232.2764556274.8589497661.651.0324837659.2703182290.6264556273.208949766
2019-11-013.619831491-17.71770232-17.08308818-19.232941911.542.079831491-19.25770232-18.62308818-20.77294191
2019-12-012.402081088-4.967624148-15.03138842-12.923225761.540.862081088-6.507624148-16.57138842-14.46322576
2020-01-010.45105816129.9840196839.00083664.197808751.52-1.06894183928.4640196837.48083662.67780875
2020-02-01-7.916559344-8.03185022122.02947442-13.754127281.52-9.436559344-9.55185022120.50947442-15.27412728
2020-03-01-12.99873069-25.12776382-39.23380859-32.871688970.29-13.28873069-25.41776382-39.52380859-33.16168897
2020-04-0113.3610782634.4778962355.3982393518.867903930.1413.2210782634.3378962355.2582393518.72790393
2020-05-014.7644953589.26834792311.25887576-2.4021375170.134.6344953589.13834792311.12887576-2.532137517
2020-06-011.327563832-3.41468586-2.017833841-9.0456711760.161.167563832-3.57468586-2.177833841-9.205671176
2020-07-016.35517978623.916341352.6874727539.863093270.136.22517978623.786341352.5574727539.73309327
2020-08-016.9796631663.15586668325.907648245.3719965980.16.8796631663.05586668325.807648245.271996598
2020-09-01-4.128119432-7.646741625-17.25140607-24.265808980.11-4.238119432-7.756741625-17.36140607-24.37580898
2020-10-01-2.10304285227.748265727.37953118720.106760780.1-2.20304285227.648265727.27953118720.00676078
2020-11-0110.8776820542.4123277859.0423965957.535926260.0910.7876820542.3223277858.9523965957.44592626
2020-12-013.26465594747.7731740719.9987592342.38178520.093.17465594747.6831740719.9087592342.2917852
2021-01-01-0.59712195614.1806712678.229890963.9140912320.08-0.67712195614.1006712678.149890963.834091232
2021-02-012.78054420236.308750597.6854603927.287282040.042.74054420236.268750597.6454603927.24728204
2021-03-014.19865852530.5311109635.4728634919.749280850.034.16865852530.5011109635.4428634919.71928085
2021-04-015.635896169-1.98350206544.5611903737.300415040.025.615896169-2.00350206544.5411903737.28041504
2021-05-010.656603769-35.35455959-2.100878779-30.657632470.020.636603769-35.37455959-2.120878779-30.67763247
2021-06-011.909342807-6.139416614-16.22123672-23.345734090.041.869342807-6.179416614-16.26123672-23.38573409
2021-07-012.77639323718.7933854911.503929540.5532128810.052.72639323718.7433854911.453929540.503212881
2021-08-012.97598806213.3101095235.3883439818.44022680.052.92598806213.2601095235.3383439818.3902268
2021-09-01-4.965006941-7.157155077-12.58262518-10.783708250.04-5.005006941-7.197155077-12.62262518-10.82370825
2021-10-017.35919723840.0267285942.8558577825.249028560.057.30919723839.9767285942.8058577825.19902856

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