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task1.csvstores the monthly price and return of NASDQ largest 20 stocks from Jan2016 to Dec2019. Please write a report addressing the following tasks: A. Construct

task1.csvstores the monthly price and return of NASDQ largest 20 stocks from Jan2016 to Dec2019. Please write a report addressing the following tasks:

A. Construct two types of index for the 20 stocks: equally-weighted index and valueweighted index. Draw line plots for the two indices. (5%)

B. Using the given 20 stocks, construct an efficient frontier. (5%)

C. Find the minimum variance portfolio. What are the return and variance of this portfolio? (5%)

D. Assume risk free rate is 0.1% (monthly), find the tangent portfolio. What are weights of each stock for the tangent portfolio? What are the return and variance of this portfolio? (5%)

Note: Please include your code in Appendix. The variable descriptions are:

PERMNO: code for the stock. date: date of each month end

TICKER: ticker of the stock

COMNAM: company name

PRC: close price of the stock

RET: holding period return

SHROUT: total shares outstanding

Holding period return following as:

DENTSPLY INTERNATIONAL INC NEW YANDEX N V DIAMONDBACK ENERGY INC ALLIANT ENERGY CORP MYLAN INC COGNEX CORP TRIMBLE NAVIGATION LTD UNIVERSAL DISPLAY CORP IAC INTERACTIVECORP TRACTOR SUPPLY CO NEW
-0.060916 -0.170935 0.154065 0.041253 -0.057123 -0.110815 -0.101733 0.148108 0.002632 0.029815
0.05967 0.104768 0.032179 -0.073021 0.078551 0.216054 0.096476 0.07941 0.111731 0.087594
-0.038625 -0.078116 0.079062 -0.009434 0.035325 0.109644 -0.03596 0.359407 0.000742 -0.034725
0.002162 0.268711 0.074571 -0.031429 0.217523 -0.094777 0.009127 -0.057326 0.03483 0.011756
0.020294 -0.06289 -0.057648 0.013726 0.00512 0.124304 -0.078254 0.218743 0.080063 0.014873
-0.007927 -0.155851 -0.03123 -0.058401 -0.065675 -0.045572 0.000853 -0.036865 0.061143 0.032132
0.103977 -0.086071 -0.10719 0.075191 -0.174919 -0.058836 -0.015345 -0.077711 -0.030128 0.028686
-0.079072 -0.122933 0.01471 -0.078686 -0.114306 -0.214491 -0.181818 -0.227835 -0.092156 -0.075767
-0.033724 -0.120492 -0.054034 0.032116 -0.188143 -0.031496 -0.131217 -0.079805 -0.0649 -0.011605
month mrp SMB HML rf
201801 5.58 -3.03 -1.37 0.11
201802 -3.65 0.26 -1.19 0.11
201803 -2.35 3.95 -0.12 0.12
201804 0.29 1.12 0.54 0.14
201805 2.65 5.23 -3.16 0.14
201806 0.48 1.18 -2.38 0.14
201807 3.19 -2.17 0.43 0.16
201808 3.44 1.15 -4.08 0.16
201809 0.06 -2.37 -1.3 0.15
201810 -7.68 -4.76 3.44 0.19
201811 1.69 -0.79 0.25 0.18
201812 -9.55 -2.63 -1.47 0.19

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