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{"sheet":"Exercise 2 data","index":0,"n_rows":66,"n_cols":12,"rows_kept":66,"cut":false,"hidden":false,"merged":[[0,0,0,11]]}
["PRICE DATA:  10 STOCKS AND S&P 500, 2008-2012\nS&P 500 represented by Vanguard's Index 500 fund (includes dividends)"]
[null,1,2,3,4,5,6,7,8,9,10,11]
[null,"Apple","Google","Whole Foods","Seagate","Comcast","Merck","Johnson-Johnson","General Electric","Hewlett Packard","Goldman Sachs","S&P 500"]
[]
["Date","AAPL","GOOG","WFM","STX","CMCSA","MRK","JNJ","GE","HPQ","GS","VFINX"]
["2008-01-07",134.16999999999999,564.29999999999995,37.53,17.89,16.559999999999999,36.76,53.37,29.01,40.93,188.57,114.97]
["2008-02-01",123.92,471.18,33.450000000000003,19.04,17.82,35.32,52.72,27.43,44.72,160.30000000000001,111.23]
["2008-03-03",142.24,440.47,31.37,18.48,17.690000000000001,30.53,55.19,30.64,42.82,156.29,110.74]
["2008-04-01",172.42,574.29,31.25,16.760000000000002,18.8,30.6,57.08,27.07,43.46,181.18,116.12]
["2008-05-01",187.09,585.79999999999995,27.76,19.02,20.58,31.34,57.18,25.43,44.13,167.02,117.61]
["2008-06-02",165.97,526.41999999999996,22.68,16.989999999999998,17.350000000000001,30.62,55.13,22.34,41.53,165.59,107.67]
["2008-07-01",157.55000000000001,473.75,21.41,13.4,18.93,26.73,58.67,23.68,42.08,174.58,106.78]
["2008-08-01",168.04,463.29,17.68,13.35,19.440000000000001,28.98,60.74,23.52,44.07,155.54,108.32]
["2008-09-02",112.66,400.52,19.34,10.85,18.02,25.92,59.75,21.63,43.51,121.42,98.69]
["2008-10-01",106.64,359.36,10.35,6.06,14.52,25.42,52.9,16.55,36.020000000000003,88.01,82.12]
["2008-11-03",91.85,292.95999999999998,10.220000000000001,3.83,15.97,21.95,50.94,14.56,33.200000000000003,75.16,76.22]
["2008-12-01",84.6,307.64999999999998,9.1199999999999992,4.03,15.55,25.33,52.03,14.01,34.22,80.3,77.040000000000006]
["2009-01-02",89.34,338.53,9.9,3.45,13.54,23.79,50.16,10.49,32.770000000000003,76.81,70.56]
["2009-02-02",88.52,337.99,11.73,3.94,12.07,20.16,43.84,7.57,27.38,87.13,63.04]
["2009-03-02",104.19,348.06,16.22,5.51,12.61,22.66,46.12,9,30.32,101.43,68.569999999999993]
["2009-04-01",124.72,395.97,20.02,7.48,14.36,20.54,45.91,11.26,34.03,122.93,75.13]
["2009-05-01",134.61000000000001,417.23,18.22,7.99,12.79,23.37,48.79,12,32.49,138.66,79.349999999999994]
["2009-06-01",141.18,421.59,18.329999999999998,9.59,13.43,24.02,50.24,10.52,36.64,141.41999999999999,79.52]
["2009-07-01",161.94999999999999,443.05,23.36,11.04,13.87,25.78,53.86,12.02,41.04,156.63,85.55]
["2009-08-03",166.73,461.67,28.08,12.7,14.3,27.86,53.89,12.47,42.55,159.04,88.63]
["2009-09-01",183.72,495.85,29.44,13.94,15.75,27.5,54.3,14.82,44.83,177.2,91.93]
["2009-10-01",186.84,536.12,30.96,12.79,13.59,26.89,52.65,12.87,45.07,163.57,90.21]
["2009-11-02",198.15,583,24.77,13.87,13.74,31.48,56.48,14.46,46.58,163.43,95.61]
["2009-12-01",208.88,619.98,26.51,16.68,15.81,32.090000000000003,57.89,13.74,48.99,162.63999999999999,97.47]
["2010-01-04",190.37,529.94000000000005,26.28,15.32,14.92,33.53,56.5,14.61,44.77,143.26,93.96]
["2010-02-01",202.82,526.79999999999995,34.270000000000003,18.25,15.5,32.39,57.05,14.68,48.3,150.94,96.86]
["2010-03-01",232.93,567.12,34.909999999999997,16.739999999999998,17.75,33.15,59.05,16.64,50.63,164.73,102.69]
["2010-04-01",258.79000000000002,525.70000000000005,37.68,16.82,18.73,31.1,58.23,17.239999999999998,49.5,140.18,104.31]
["2010-05-03",254.62,485.63,39.04,14.08,17.14,29.9,53.28,14.95,43.83,139.62,95.97]
["2010-06-01",249.32,444.95,34.78,11.96,16.46,31.38,53.97,13.26,41.29,127.05,90.93]
["2010-07-01",254.99,484.85,36.659999999999997,11.51,18.55,30.92,53.09,14.83,43.93,145.97,97.29]
["2010-08-02",240.96,450.02,33.590000000000003,9.3000000000000007,16.29,31.55,52.6,13.32,36.69,132.86000000000001,92.89]
["2010-09-01",281.25,525.79,35.83,10.8,17.22,33.380000000000003,57.16,15.06,40.22,140.28,101.17]
["2010-10-01",298.33,613.70000000000005,38.380000000000003,13.49,19.760000000000002,32.92,58.8,14.85,40.200000000000003,156.34,105]
["2010-11-01",308.41000000000003,555.71,45.6,12.29,19.190000000000001,31.26,57.27,14.67,40.090000000000003,151.83000000000001,105]
["2010-12-01",319.72000000000003,593.97,48.85,13.78,21.04,33.03,57.55,17.079999999999998,40.33,163.52000000000001,112]
["2011-01-03",336.33,600.36,50.03,12.84,21.88,30.4,55.61,18.809999999999999,43.77,159.11000000000001,114.64]
["2011-02-01",350.1,613.4,56.66,11.64,24.78,29.85,57.68,19.670000000000002,41.79,159.6,118.56]
["2011-03-01",345.44,586.76,63.76,13.21,23.78,30.61,55.63,18.86,39.32,154.55000000000001,118.6]
["2011-04-01",347.05,544.1,60.82,16.32,25.33,33.33,61.7,19.23,38.75,147.16,122.09]
["2011-05-02",344.77,529.02,59.27,15.56,24.39,34.07,63.72,18.47,35.880000000000003,137.49,120.69]
["2011-06-01",332.72,506.38,61.59,14.97,24.48,33.07,63,17.88,35.049999999999997,130.03,118.67]
["2011-07-01",387.04,603.69000000000005,64.75,12.86,23.31,31.99,61.36,16.98,33.869999999999997,131.86000000000001,116.24]
["2011-08-01",381.44,540.96,64.099999999999994,10.87,20.88,31.02,62.87,15.47,25.07,113.89,109.91]
["2011-09-01",377.96,515.04,63.49,9.65,20.3,31.01,60.85,14.57,21.74,92.65,102.16]
["2011-10-03",401.22,592.64,70.11,15.16,22.88,32.72,61.52,16,25.76,107.35,113.3]
["2011-11-01",378.84,599.39,66.2,16.239999999999998,22.12,33.909999999999997,62.41,15.23,27.06,94.3,113.04]
["2011-12-01",401.44,645.9,67.64,15.57,23.25,36.19,63.24,17.309999999999999,25.05,88.96,114.2]
["2012-01-03",452.46,580.11,72.11,20.07,26.06,36.729999999999997,63.56,18.079999999999998,27.21,109.66,119.29]
["2012-02-01",537.66999999999996,618.25,78.64,25.17,28.84,36.64,63.31,18.579999999999998,24.61,113.61,124.43]
["2012-03-01",594.27,641.24,81.040000000000006,25.84,29.42,37.270000000000003,64.17,19.57,23.29,122.72,128.52000000000001]
["2012-04-02",578.84,604.85,81.05,29.74,29.92,38.08,63.33,19.09,24.2,113.62,127.69]
["2012-05-01",572.64,580.86,86.45,22.65,28.5,36.47,61.33,18.62,22.16,94.88,120.01]
["2012-06-01",578.86,580.07000000000005,93.13,23.91,31.68,40.96,66.36,20.5,19.77,95.04,124.95]
["2012-07-02",605.38,632.97,89.68,29.02,32.26,43.34,68,20.41,17.93,100.03,126.66]
["2012-08-01",662.22,685.09,94.53,31.25,33.229999999999997,42.24,66.84,20.37,16.59,105.27,129.49]
["2012-09-04",664.07,754.5,95.3,30.22,35.42,44.67,68.31,22.5,16.899999999999999,113.2,132.83000000000001]
["2012-10-01",592.61,680.3,92.75,26.68,37.36,45.2,70.2,20.87,13.72,121.87,130.36000000000001]
["2012-11-01",585.28,698.37,91.35,24.77,37.04,43.88,69.73,20.94,12.87,117.79,131.09]
["2012-12-03",532.16999999999996,707.38,91.16,30.42,37.36,40.94,70.099999999999994,20.99,14.25,127.56,131.37]
["2013-01-02",527,737.97,91.22,31.45,38.07,41.97,71.55,21.2,15.14,134.51,135.11000000000001]

{"sheet":"Exercise 2 template","index":1,"n_rows":83,"n_cols":13,"rows_kept":83,"cut":false,"hidden":false,"merged":[[0,0,0,11],[21,0,21,11]]}
["RETURN DATA:  10 STOCKS AND SP500"]
[null,1,2,3,4,5,6,7,8,9,10,11]
[null,"Apple","Google","Whole Foods","Seagate","Comcast","Merck","Johnson-Johnson","General Electric","Hewlett Packard","Goldman Sachs","S&P 500"]
["Monthly statistics"]
["Mean",{"$f":"AVERAGE(B24:B83)","v":2.2801548265649708E-2},{"$f":"AVERAGE(C24:C83)","v":4.4719524732104044E-3},1.4802225968943745E-2,9.4026180937637049E-3,1.3873940357288212E-2,2.2090796643002278E-3,4.8857952609434423E-3,-5.2273236075891126E-3,-1.6575384041583475E-2,-5.6305124169723454E-3,2.6903006117703185E-3,{"$f":"getformula(L5)","v":"<--  =AVERAGE(L24:L83)"}]
["Variance",{"$f":"_xlfn.VAR.S(B24:B83)","v":9.4939346066808209E-3},{"$f":"_xlfn.VAR.S(C24:C83)","v":8.9453483213003705E-3},1.8302958953771285E-2,3.3763140773554863E-2,7.2348037781056673E-3,4.9236523752084413E-3,1.8825254754462793E-3,1.2452231335709678E-2,8.5762923990166124E-3,1.2371303850257502E-2,3.066011098922418E-3,{"$f":"getformula(L6)","v":"<--  =VAR.S(L24:L83)"}]
["Sigma",{"$f":"SQRT(B6)","v":9.7436823668882094E-2},{"$f":"SQRT(C6)","v":9.4579851560997755E-2},0.13528842875047106,0.18374749188371214,8.5057649733023238E-2,7.0168742152103891E-2,4.3388079877384286E-2,0.11158956642854061,9.2608273923103723E-2,0.11122636310811165,5.5371573021925413E-2,{"$f":"getformula(L7)","v":"<--  =SQRT(L6)"}]
[]
["Annual statistics"]
["Mean",{"$f":"B5*12","v":0.27361857918779653},{"$f":"C5*12","v":5.3663429678524853E-2},0.17762671162732493,0.11283141712516445,0.16648728428745854,2.6508955971602733E-2,5.8629543131321307E-2,-6.2727883291069347E-2,-0.19890460849900171,-6.7566149003668141E-2,3.2283607341243824E-2,{"$f":"getformula(L10)","v":"<--  =L5*12"}]
["Variance",{"$f":"B6*12","v":0.11392721528016986},{"$f":"C6*12","v":0.10734417985560445},0.21963550744525542,0.40515768928265838,8.6817645337268004E-2,5.9083828502501295E-2,2.2590305705355352E-2,0.14942677602851615,0.10291550878819936,0.14845564620309001,3.6792133187069018E-2,{"$f":"getformula(L11)","v":"<--  =L6*12"}]
["Sigma",{"$f":"SQRT(B11)","v":0.33753105824526702},{"$f":"SQRT(C11)","v":0.32763421655194142},0.46865286454395583,0.63651998341187876,0.29464834181998717,0.24307165302128772,0.15030071758097283,0.38655759729762929,0.32080447127214323,0.38529942408870793,0.19181275553796995,"<--  =SQRT(L11)"]
[null,{"$f":"B7*SQRT(12)","v":0.33753105824526702},{"$f":"C7*SQRT(12)","v":0.32763421655194136},0.46865286454395583,0.63651998341187865,0.29464834181998717,0.24307165302128772,0.1503007175809728,0.38655759729762923,0.32080447127214318,0.38529942408870793,0.19181275553796992,"<--  =L7*SQRT(12)"]
["Regressing individual assets on the S&P 500"]
["Alpha",{"$f":"INTERCEPT(B24:B83,$L$24:$L$83)","v":1.9876709777656126E-2},{"$f":"INTERCEPT(C24:C83,$L$24:$L$83)","v":1.7456845732184579E-3},1.1739612610544277E-2,2.9648570404830106E-3,1.0882362826148186E-2,6.4034756632780181E-4,3.4409843691506608E-3,-9.640291768593677E-3,-1.9449621969811492E-2,-9.4002135147072587E-3,{"$f":"INTERCEPT(L24:L83,$L$24:$L$83)","v":0},{"$f":"getformula(L15)","v":"<--  =INTERCEPT(L24:L83,$L$24:$L$83)"}]
["Beta",{"$f":"SLOPE(B24:B83,$L$24:$L$83)","v":1.0871790591717296},{"$f":"SLOPE(C24:C83,$L$24:$L$83)","v":1.0133692450814855},1.1383907601255585,2.3929523061902018,1.1119863401329924,0.58310662054235696,0.53704440517598573,1.6403253010824941,1.0683705440399325,1.4012192842844835,1,{"$f":"getformula(L16)","v":"<--  =SLOPE(L24:L83,$L$24:$L$83)"}]
["Rsq",{"$f":"RSQ(B24:B83,$L$24:$L$83)","v":0.38170657761433452},{"$f":"RSQ(C24:C83,$L$24:$L$83)","v":0.35197507153325391},0.21708766184854833,0.51999476175967441,0.52401759621059218,0.21172994495558273,0.46973536017832007,0.66250095660560548,0.40805429603587107,0.48659815767744841,{"$f":"RSQ(L24:L83,$L$24:$L$83)","v":0.99999999999999978},"<--  =RSQ(L24:L83,$L$24:$L$83)"]
["T-test, intercept",{"$f":"tintercept(B24:B83,$L$24:$L$83)","v":1.9900638641300277},{"$f":"tintercept(C24:C83,$L$24:$L$83)","v":0.17587910135819984},0.75227996028082866,0.17864970262286883,1.4225165329048084,7.884560789027624E-2,0.83542772401012022,-1.1407047851635332,-2.0939359192659861,-0.90478255486860937,-0.30816315363553942,"<--  =tintercept(L24:L83,$L$24:$L$83)"]
["T-test, slope",{"$f":"tslope(B24:B83,$L$24:$L$83)","v":5.9838611217697002},{"$f":"tslope(C24:C83,$L$24:$L$83)","v":5.6127292543267844},4.0102827915384518,7.9266647900283473,7.9908224873181934,3.9470045285626427,7.1679388196953786,10.670161149105647,6.3231289338027858,7.4143061615722319,null,{"$f":"getformula(K19)","v":"<--  =tslope(K24:K83,$L$24:$L$83)"}]
[]
[]
["RETURN DATA"]
["Date","AAPL","GOOG","WFM","STX","CMCSA","MRK","JNJ","GE","HPQ","GS","SP500"]
["2008-02-01",{"$f":"LN('Exercise 2 data'!B7/'Exercise 2 data'!B6)","v":-7.9471456493766968E-2},{"$f":"LN('Exercise 2 data'!C7/'Exercise 2 data'!C6)","v":-0.180345838360256},{"$f":"LN('Exercise 2 data'!D7/'Exercise 2 data'!D6)","v":-0.11508882657269195},{"$f":"LN('Exercise 2 data'!E7/'Exercise 2 data'!E6)","v":6.2300131842591408E-2},{"$f":"LN('Exercise 2 data'!F7/'Exercise 2 data'!F6)","v":7.3331273085549722E-2},{"$f":"LN('Exercise 2 data'!G7/'Exercise 2 data'!G6)","v":-3.9960921751727017E-2},{"$f":"LN('Exercise 2 data'!H7/'Exercise 2 data'!H6)","v":-1.2253900151601696E-2},{"$f":"LN('Exercise 2 data'!I7/'Exercise 2 data'!I6)","v":-5.6003293183800824E-2},{"$f":"LN('Exercise 2 data'!J7/'Exercise 2 data'!J6)","v":8.8557538342532091E-2},{"$f":"LN('Exercise 2 data'!K7/'Exercise 2 data'!K6)","v":-0.16242223112332388},{"$f":"LN('Exercise 2 data'!L7/'Exercise 2 data'!L6)","v":-3.3071095161710938E-2},{"$f":"getformula(L24)","v":"<--  =LN('Exercise 2 data'!L7/'Exercise 2 data'!L6)"}]
["2008-03-03",{"$f":"LN('Exercise 2 data'!B8/'Exercise 2 data'!B7)","v":0.13787957565698139},{"$f":"LN('Exercise 2 data'!C8/'Exercise 2 data'!C7)","v":-6.7397847984603493E-2},{"$f":"LN('Exercise 2 data'!D8/'Exercise 2 data'!D7)","v":-6.4199764371650758E-2},{"$f":"LN('Exercise 2 data'!E8/'Exercise 2 data'!E7)","v":-2.9852963149681045E-2},{"$f":"LN('Exercise 2 data'!F8/'Exercise 2 data'!F7)","v":-7.3219138709692535E-3},{"$f":"LN('Exercise 2 data'!G8/'Exercise 2 data'!G7)","v":-0.14573956898897272},{"$f":"LN('Exercise 2 data'!H8/'Exercise 2 data'!H7)","v":4.5786887257158113E-2},{"$f":"LN('Exercise 2 data'!I8/'Exercise 2 data'!I7)","v":0.11066903992287869},{"$f":"LN('Exercise 2 data'!J8/'Exercise 2 data'!J7)","v":-4.3415545685306957E-2},{"$f":"LN('Exercise 2 data'!K8/'Exercise 2 data'!K7)","v":-2.5333803761405205E-2},{"$f":"LN('Exercise 2 data'!L8/'Exercise 2 data'!L7)","v":-4.4150182091168312E-3}]
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["SML:  SECOND-PASS REGRESSION--REGRESS AVERAGE RETURN ON BETA"]
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[null,"Terrible results!!  The S&P is not efficient wrt to the 10 assets."]

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["Variance-covariance matrix"]
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[]
[null,"Efficient\nportfolio"]
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[]
[null,"AAPL","GOOG","WFM","STX","CMCSA","MRK","JNJ","GE","HPQ","GS"]
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{"sheet":"Exercise 5 answer","index":4,"n_rows":78,"n_cols":13,"rows_kept":78,"cut":false,"hidden":false,"merged":[[0,0,0,11],[16,0,16,11]]}
["FIRST AND SECOND PASS REGRESSIONS:  STOCKS vs EFFICIENT PORTFOLIO"]
[null,1,2,3,4,5,6,7,8,9,10,11]
["Monthly statistics","Apple","Google","Whole Foods","Seagate","Comcast","Merck","Johnson-Johnson","General Electric","Hewlett Packard","Goldman Sachs","Efficient portfolio"]
["Mean"]
[]
["First-pass:  Regressing individual assets on the efficient portfolio"]
["Alpha",null,null,null,null,null,null,null,null,null,null,null,{"$f":"getformula(L7)","v":"<--  "}]
["Beta",null,null,null,null,null,null,null,null,null,null,null,{"$f":"getformula(L8)","v":"<--  "}]
["Rsq",null,null,null,null,null,null,null,null,null,null,null,{"$f":"getformula(L9)","v":"<--  "}]
["T-test, intercept",null,null,null,null,null,null,null,null,null,null,null,{"$f":"getformula(K10)","v":"<--  "}]
["T-test, slope",null,null,null,null,null,null,null,null,null,null,null,{"$f":"getformula(K11)","v":"<--  "}]
[]
["Second-pass:  Regressing mean returns on betas"]
["Intercept",null,{"$f":"getformula(B14)","v":"<--  "}]
["Slope",null,{"$f":"getformula(B15)","v":"<--  "}]
["R-squared",null,{"$f":"getformula(B16)","v":"<--  "}]
["RETURN DATA"]
["Date","AAPL","GOOG","WFM","STX","CMCSA","MRK","JNJ","GE","HPQ","GS","Efficient portfolio"]
["2008-02-01",null,null,null,null,null,null,null,null,null,null,null,{"$f":"getformula(L19)","v":"<--  "}]
["2008-03-03"]
["2008-04-01"]
["2008-05-01"]
["2008-06-02"]
["2008-07-01"]
["2008-08-01"]
["2008-09-02"]
["2008-10-01"]
["2008-11-03"]
["2008-12-01"]
["2009-01-02"]
["2009-02-02"]
["2009-03-02"]
["2009-04-01"]
["2009-05-01"]
["2009-06-01"]
["2009-07-01"]
["2009-08-03"]
["2009-09-01"]
["2009-10-01"]
["2009-11-02"]
["2009-12-01"]
["2010-01-04"]
["2010-02-01"]
["2010-03-01"]
["2010-04-01"]
["2010-05-03"]
["2010-06-01"]
["2010-07-01"]
["2010-08-02"]
["2010-09-01"]
["2010-10-01"]
["2010-11-01"]
["2010-12-01"]
["2011-01-03"]
["2011-02-01"]
["2011-03-01"]
["2011-04-01"]
["2011-05-02"]
["2011-06-01"]
["2011-07-01"]
["2011-08-01"]
["2011-09-01"]
["2011-10-03"]
["2011-11-01"]
["2011-12-01"]
["2012-01-03"]
["2012-02-01"]
["2012-03-01"]
["2012-04-02"]
["2012-05-01"]
["2012-06-01"]
["2012-07-02"]
["2012-08-01"]
["2012-09-04"]
["2012-10-01"]
["2012-11-01"]
["2012-12-03"]
["2013-01-02"]