University of Toronto, Department of Economics, ECO 204 代写

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  • University of Toronto, Department of Economics, ECO 204, 2015 - 2016
    1
    University of Toronto, Department of Economics, ECO 204, 2015 – 2016, Ajaz Hussain
    P ROJECT  2
    Project 2 is worth 10% of your course grade. This is an individual (not a group) project .
    G OAL OF  P ROJECT  2:
    Develop your Excel and financial modeling skills.
    S ITUATION AND  A UDIENCE :
    You’re a portfolio manager at an asset management firm.
    R EADINGS :
    ECO 204 Excel videos on Youtube and the Costco, Dell, US T-Bills Portfolio Excel Model discussed in lectures.
    D ATA AND  T OOLS :
    ❶ Install the FRED Excel add-in from here.
    ❷ Download the following data:
    ① In worksheet “A1”: use FRED to download the S&P 500 Index (SP500) monthly series through December 2014.
    To do this, type “SP500” in cell A1  type “m” in cell A3  click the button “Get FRED data”. You’ll have to
    delete some rows to get a data set through December 2014. Don’t delete the “dates” column – you’ll need it
    later on. Note: FRED’s SP500 monthly series reports the S&P 500 index at the close of the last trading day of the
    previous month. For example, the February 1 st 1957 value is the S&P 500 index on the last trading day of January
    1957.
    ② In worksheet “A2”: use FRED to download the US 3-month T-Bills (TB3MS) interest rates series through
    December 2014. To do this, type “TB3MS” in cell A1  type “m” in cell A3  click the button “Get FRED data”.
    You’ll have to delete some rows to get a data set through December 2014. Don’t delete the “dates” column –
    you’ll need it later on. Note: FRED’s TB3MS series reports the monthly interest rate (in percentage terms) on the
    first day of each month.
    ③ Please see Appendix A for the company assigned by the last 6 digits of your student ID number. In worksheet
    “A3”: use CRSP to download the following monthly data for your assigned company through December 2014:
    share price on the last trading day of each month, returns, and returns without dividends. Don’t delete the
    “dates” column – you’ll need it later on. Note: If data for your assigned company is missing, please e-mail Ajaz
    University of Toronto, Department of Economics, ECO 204, 2015 - 2016
    2
    for what to do next. Note: Here’s how you access U of T “restricted” data bases from off-campus locations:
    http://guides.library.utoronto.ca/proxy.
    ④ In worksheet “A4”: use FRED to download monthly gold prices through December 2014. Don’t delete the “dates”
    column – you’ll need it later on. Note: FRED has several series on (daily) gold prices. You can choose any one of
    these daily series (can you “force” FRED to give you gold prices on a monthly basis?)
    ⑤ In worksheet “A5”: copy and paste your company’s “date”, prices, returns, and returns without dividends series
    from worksheet “A3” into worksheet “A5”. Next, use the “vlookup” function to “pull” the S&P 500 monthly
    series, the US 3-month T-Bills monthly interest rate series, and the monthly gold price series into worksheet
    “A5”. Delete all rows with missing data.
    Note: The data set in worksheet “A5” will consist of data from the first month of your company’s data set (in
    worksheet “A3”) through December 2014.
    ⑥ In worksheet “A5”: create the following additional columns of data:
      Monthly returns on the S&P 500 index.
      Monthly returns on gold.
      A “dummy variable” which takes the value 1 if your company’s returns were positive and 0 otherwise.
      A “dummy variable” which takes the value 1 if the S&P 500 returns were positive and 0 otherwise.
      A “dummy variable” which takes the value 1 if gold returns were positive and 0 otherwise.
    ⑦ In worksheet “A6”: compute the sample mean and standard deviation of your company’s returns, S&P 500
    returns, “gold” returns, and the monthly interest rate on US 30-day T-Bills. Also, compute the sample covariance
    between your company’s returns, S&P 500 returns, and “gold” returns.
    Comment on your results (within worksheet “A7”).
    T ASKS :
    ❶ In worksheet “A7”: use “pivot tables” to make the following two tables:
    (a) The first table showing the number of times that your company’s returns increased or decreased/stayed
    constant versus the number of times that the S&P 500 returns increased/decreased or remained constant.
    (b) The second table showing the number of times that the returns on gold increased/decreased or remained
    constant versus the number of times that the S&P 500 returns increased or decreased/stayed constant.
    Here is an example showing the number of times that American Express and S&P 500 returns went up or
    decreased/stayed the same (from December 1972 to December 2011):
    University of Toronto, Department of Economics, ECO 204, 2015 - 2016
    3
    S&P 500 Monthly Returns
    Increased
    Decreased
    or
    No Change
    Total
    American Express
    Monthly Returns
    Increased  183  81  264
    Decreased
    or No Change
    100  101  204
    Total  283  185  468
    ❷ In worksheet “A8”: copy and paste the S&P 500 index series (from worksheet “A1”). Next, use the “vlookup” function
    to pull monthly gold prices (from worksheet “A4”) into worksheet “A8”. Delete all rows with missing data. Compute the
    sample covariance between S&P 500 returns and Gold returns:
    (a) for the entire data set
    (b) for data through December 1978
    (c) for data after January 1979 through December 2014
    Comment on your results (within worksheet “A8”).
    ❸ In worksheet “A9”: Suppose it is January 1 st , 2014 and your client wants to invest funds for a month in a portfolio
    consisting of a “risk free asset” and shares in the company assigned to you (on the basis of the last 5 digits of your ID
    number). Use the January 1 st 2014 monthly interest rate in worksheet “A2” as the risk free rate in January 2014.
    ① Assume your client has a mean-variance utility function over portfolio return and variance. Calculate the
    value of the utility parameter ? at which 100% of the portfolio is invested in the “risky” asset.
    ② Use Solver to calculate the fraction of the portfolio invested in the risky asset and the risk free asset for the
    case when the mean-variance utility parameter is:
      0, 2, 4, 6, 8 then use: ? = 1.02 × Value of parameter ? in step ①
      If your ID # ends with the numbers 1, 3, 5, 7, 9 then use: ? = 0.98 × Value of parameter ? in step ①
    ❹ In worksheet “A10”: Suppose it is January 1 st , 2014. Use Solver to construct a synthetic asset formed by blending a
    fraction of your assigned company’s share, a fraction of a share in an ETF which tracks the S&P 500, and a fraction of a
    troy ounce of gold.
    ❺ In worksheet “A11”: Suppose it is January 1 st , 2014 and your client wants to invest funds for one month in a portfolio
    consisting of a risk free asset and a “synthetic” asset formed by blending a fraction of your assigned company’s share, a
    fraction of a share in an ETF which tracks the S&P 500, and a fraction of a troy ounce of gold. Use the January 1 st 2014
    monthly interest rate in worksheet “A2” as the risk free rate in January 2014.
    ① Assume your client has a mean-variance utility function over portfolio return and variance. Calculate the
    value of the utility parameter ? at which 100% of the portfolio is invested in the “synthetic” risky asset.
    ② Use Solver to calculate the fraction of the portfolio invested in the “synthetic” risky asset and the risk free
    asset for the case when the mean-variance utility parameter is:
      0, 2, 4, 6, 8 then use: ? = 1.02 × Value of parameter ? in step ①
      If your ID # ends with the numbers 1, 3, 5, 7, 9 then use: ? = 0.98 × Value of parameter ? in step ①
    University of Toronto, Department of Economics, ECO 204, 2015 - 2016
    4
    Comment on your results (within worksheet “A11”).
    ❻ In worksheet “A12”: Suppose it is January 1 st , 2014 and your client wants to invest funds for one month in a portfolio
    consisting of a risk free asset and a “synthetic” asset formed by blending a fraction of your company’s share, a fraction of
    a share in an ETF which tracks the S&P 500, and a fraction of a troy ounce of gold. Use the January 1 st 2014 monthly
    interest rate in worksheet “A2” as the risk free rate in January 2014.
    ① Identify the least risky of the following risky assets: your assigned company, S&P 500, and gold.
    ② Assume your client has a mean-variance utility function over portfolio returns and variance. Calculate the
    the utility parameter ? for which 100% of the portfolio is invested in the “synthetic risky” asset (this
    value of ? should be identical to the value of ? in task ❺-①)
    ③Use the following value for the mean-variance utility parameter:
      0, 2, 4, 6, 8 then use: ? = 1.02 × Value of parameter ? in step ②
      If your ID # ends with the numbers 1, 3, 5, 7, 9 then use: ? = 0.98 × Value of parameter ? in step ②
    Use Solver to calculate the fraction of the portfolio invested in the “synthetic” risky asset and the risk free asset
    subject to the constraint that the portfolio risk is less than or equal to the risk of the least risky asset identified in
    step ①. Use Solver to generate “limits” and “sensitivity” reports.
    Comment on your results (within worksheet “A12”).
    ❼ Use the “limits” and “sensitivity” reports in task ❻ to answer the following question: “what is the impact on the
    portfolio return in step ❻ when the risk of the least risky asset in step ❻ increases by 1%? Explain your answer in the
    relevant report (i.e. answer or sensitivity report).
    T ECHNICAL  I NSTRUCTIONS FOR  P ROJECT  2:
    Submission: Please submit this project through the “Project 2 Assignment” Tab in ECO 204 Blackboard by 11 pm,
    Wednesday, December 30 th , 2015. The Excel file must be named Lastname_Firstname. Penalty for late submissions: 5%
    for each day after deadline. It is your responsibility to name the file as it appears in ROSI. Failure to do so will result in a
    5% penalty per incident.
    If Blackboard is officially down at the due time and date (see example 1 ) then the deadline of this project is automatically
    extended by 24 hours; if after 24 hours Blackboard is still down then the deadline of this project is automatically
    extended by 24 hours, and so on. Do not e-mail the project to the course staff.
    1 For example: the project is due on December 1 st 11 pm and Blackboard is “down for maintenance on December 1 st from 6 pm to
    midnight”.
    University of Toronto, Department of Economics, ECO 204, 2015 - 2016
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    A PPENDIX  A: LIST OF COMPANIES BY LAST  6- DIGITS OF  S TUDENT  ID
    Last 6 Digits  Company Name
    112388  INDIAN HEAD BKS INC
    458451  NUVEEN INSURED CA PR INC MUN FD
    090534  SUMMIT FAMILY RESTAURANTS INC
    678384  LACROSSE FOOTWEAR INC
    582986  IXIA
    687132  PSYCH SYSTEMS INC
    697210  B I INC
    440256  CAESARS ENTERTAINMENT CORP
    396036  LOUIS DREYFUS NATURAL GAS CORP
    198713  AMERICAN EMERGICENTER INC
    262206  UNO RESTAURANT CORP
    589444  DYNATEC INTERNATIONAL INC
    581120  CORBY H DISTILLERY LTD
    159596  CONNECTINC COM
    424791  PENTON MEDIA INC
    749209  SOUTHBANC SHARES INC
    701606  GREAT OAKS FINANCIAL CORP
    388234  KENT FINANCIAL SERVICES INC
    384637  EQUITY SECURITIES TRUST I
    284512  ALBUQUERQUE WESTERN SOLAR INDS
    652160  V W R SCIENTIFIC PRODUCTS CORP
    232383  REID ROWELL INC
    533851  HEALTH RESOURCES CORP AMER
    214483  ATMEL CORP
    189812  OLD DOMINION RES INC
    821264  UNIVERSAL TELEPHONE INC
    576458  AUTHORIZED DISTRIBUTION NETWORK
    276861  BURNELL & CO
    679249  CHECK POINT SOFTWARE TECHS LTD
    465773  HEALTHSHARES INC
    670328  NETSCOUT SYSTEMS INC
    164410  HUCK MANUFACTURING CO
    397133  APOGEE ROBOTICS INC
    732725  PACIFIC COAST APPAREL CO INC
    744678  ARLINGTON TANKERS LTD
    602982  FIRST MARBLEHEAD CORP
    159444  SIERRA PACIFIC INDUSTRIES
    372828  FREMONT CORP
    590478  UNITED ONLINE INC
    516638  PATHMARK STORES INC
    University of Toronto, Department of Economics, ECO 204, 2015 - 2016
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    178691  P D A ENGINEERING
    117944  CANADA SOUTHERN PETROLEUM LTD
    148091  ALABAMA NATIONAL BANCORP DEL
    606515  SUPREMA SPECIALTIES INC
    160441  CADO SYSTEMS CORP
    434147  CONTINENTAL AIRLINES HLDGS INC
    946233  FIRST CITIZENS BANCSTK INC
    304297  WAREHOUSE CLUB INC
    198964  STERLING MEDICAL SYSTEMS INC
    230063  QANTEL CORP
    737517  PRIME TELECOMMUNICATIONS CORP
    440871  MICRO CONTROL PRODUCTS INC
    326736  INNOVUS CORP
    114974  GRAND F & W SILVER STORES INC
    558511  N S C CORPORATION
    640423  HAZELTINE CORP
    478037  DAIMLER A G
    478812  SOMERSET GROUP INC
    473817  ICAGEN INC
    179271  ASTROTECH CORP
    647765  I E C ELECTRONICS CORP NEW
    241738  IVERSON TECHNOLOGY CORP
    202003  XIDEX CORP
    578401  RESOURCES PENSION SHS 1
    652384  POLYMER GROUP INC
    202593  DECORATOR INDUSTRIES INC
    450226  METROTRANS CORP
    126998  BAR CHRIS CONSTR CO
    551974  P T P RESOURCE CORP
    518912  AIRCASTLE LTD
    595240  BAIDU INC
    515577  BARE ESCENTUALS INC
    129600  M C I INC
    334451  DYNACQ HEALTHCARE INC
    528466  FREMONT CORP
    407854  VOCERA COMMUNICATIONS INC
    835929  VAN KAMPEN TRUST INVESTMNT GR CA
    225319  DELAWARE INVTS MINN MUNI INC III
    522845  ZWEIG FUND INC
    527519  POLYMER INTERNATIONAL CORP NEW
    434682  PROLOGIC MANAGEMENT SYSTEMS INC
    536340  FIVE BELOW INC
    248651  NEW VALLEY CORP
    371124  V T X ELECTRONICS CORP
    University of Toronto, Department of Economics, ECO 204, 2015 - 2016
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    720701  PUBLICKER INDUSTRIES INC
    165963  BULLOCKS INC
    327101  U S M D HOLDINGS INC
    549176  TRICOM S A
    927704  GLENWAY FINANCIAL CORP
    283755  ISIS PHARMACEUTICALS INC
    422338  ISHARES TRUST
    390826  MORRELL JOHN & CO INC
    209925  FORTUNE BRANDS HOME & SECUR INC
    467209  METABASIS THERAPEUTICS INC
    308818  H T E INC
    527902  TREMONT ADVISERS INC
    175275  PUBLIC STORAGE PROPERTIES X INC
    331622  HEALTHSHARES INC
    550813  ALPS E T F TRUST
    450191  ETOYS INC
    412074  ALTO PALERMO S A
    687230  ACCEPTANCE INSURANCE HLDG INC
    268929  E FOR M CORP
    411171  SMURFIT STONE CONTAINER CORP NEW
    642252  FARMERS GROUP INC
    124543  A E C INC
    364695  D S I CORP
    232766  VIABLE RESOURCES INC
    217373  ISHARES INC
    179761  M & T MORTGAGE INVESTORS
    906905  I T C LEARNING CORP
    278119  FALCONBRIDGE LTD
    262723  BRYLANE INC
    457906  J & L SPECIALTY STEEL INC
    366826  BALL CORP
    364524  SILVER EUREKA CORP
    174203  BIO NUTRIONICS INC
    123675  DATA RESOURCES INC
    455837  REYNOLDS SECURITIES INTL INC
    285156  TRENDWEST RESORTS INC
    563033  SAV A STOP INC
    714567  JOY MANUFACTURING CO
    310100  SHO ME FINANCIAL CORP
    346947  CAPITALSOUTH BANCORP
    080803  TREND VISION TECHNOLOGIES INC
    540120  I P TIMBERLANDS LTD
    408871  AFFILIATED PRODS INC
    209444  CABLE & WIRELESS HKT LTD
    University of Toronto, Department of Economics, ECO 204, 2015 - 2016
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    415970  ADVOCAT INC
    690044  THOMPSON CREEK METALS CO INC
    278253  INTEGRAL VISION INC
    659325  FORTRESS GROUP INC
    888237  GLYCOGENESYS INC
    145012  AMERICAN ELECTROMEDICS CORP
    357970  TRION INC
    744776  FIRST TRUST E T F II
    274355  PROSPECT STREET INC
    562917  LIBERTY HOMES INC
    214731  E R C INTERNATIONAL INC
    846052  U S AUTO PARTS NETWORK INC
    294413  DEFAULT PROOF CR CARD SYS INC
    571658  FREEPORT MINERALS CO
    243558  L S I CORP NEW
    367488  VISTANA INC
    233060  CARDIAC SCIENCE CORP
    348062  SECTOR SPDR TRUST
    133588  E C C CAPITAL CORP
    555239  PEOPLESOFT INC
    181124  MEDWAVE INC
    249455  HOTELWORKS COM INC
    456099  LEOS INDUSTRIES INC
    262082  S L GREEN REALTY CORP
    570141  RHODIA
    649889  KONOVER PROPERTY TRUST INC
    287010  GENERAL MEDICAL CORP
    129851  PEOPLE EXPRESS INC
    833658  HAWAIIAN TEL CO
    354955  INFONET SERVICES CORP
    114475  BANCO SANTANDER BRASIL S A
    602161  MERIDIAN INDUSTRIAL TRUST INC
    343806  ACTERNA CORP
    335085  ALL AMER CABLES INC
    475192  R H I ENTERTAINMENT INC
    178833  M F S INTERMEDIATE HIGH INC FUND
    608165  SHORETEL INC
    656576  I P C HOLDINGS LTD
    518495  COASTAL PHYSICIAN GROUP INC
    141846  ECHO THERAPEUTICS INC
    806888  CARLYLE INDUSTRIES INC
    086825  UNITED MEDICAL CORP
    467600  VARIABLE ANNUITY LIFE INS CO
    679837  IVIVI TECHNOLOGIES INC
    University of Toronto, Department of Economics, ECO 204, 2015 - 2016
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    472220  MOHASCO CORP
    124767  PAIRGAIN TECHNOLOGIES INC
    201790  ANALOG DEVICES INC
    297660  FEDERATED PURCHASER INC
    477181  ENCORE COMPUTER CORP
    198429  T R M CORP
    343842  IMAGE INDUSTRIES INC
    384405  ISTITUTO MOBILIARE ITALIANO
    449499  PAYLESS CASHWAYS INC
    172330  EATON VANCE TAX MAN DIV EQ IN FD
    650983  PACIFIC PHYSICIAN SERVICES INC
    300816  MIDWESTERN NATIONAL LIFE INS CO
    793071  MITEL NETWORKS CORP
    419237  CATALYST ENERGY DEV CORP
    445929  INTRADO INC
    544199  FIRSTENERGY CORP
    467780  THERMA WAVE INC
    230768  RITE AID CORP
    215856  INVESCO MUNI INCOME OPP TRUST II
    887540  EDGCOMB CORP
    293986  MOUNTAINTOP CORP
    127014  T D WATERHOUSE GROUP INC
    238350  ACTION AUTO RENTAL INC
    365337  PLUMA INC
    610394  MICROTUNE INC DEL
    399051  LEARNING COMPANY
    124482  GROWTH VENTURES INC
    410216  INTL FCSTONE INC
    374899  NUTRITION 21 INC
    309470  ENERGY MANAGEMENT CORP
    311421  TELE COMMUNICATIONS INC
    229770  BRIGHTCOVE INC
    387171  AMERICUS TR 2 A T & T COM SHS
    927072  E C I INTERNATIONAL INC
    096556  FLAMEMASTER CORP
    589042  ACCO WORLD CORP
    105733  ELF AQUITAINE
    202094  BAKER COMMUNICATIONS INC
    251110  OPTIMUMBANK HOLDINGS INC
    113412  SUCCESSORIES INC
    473755  RAMSAY H M O INC
    468315  P C TELEMART INC
    588828  RYAN BECK & CO INC
    104299  AMERICUS TR FOR MERCK SHS
    University of Toronto, Department of Economics, ECO 204, 2015 - 2016
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    530088  FIREPOND INC
    640664  FIRST CHARTER FINL CORP
    342219  CINERGY CORP
    736028  BANK OF KENTUCKY FINANCIAL CORP
    512696  E C O S GROUP INC
    583903  T C I SATELLITE ENTRTNMT INC
    664059  KALVAR CORP
    516433  UNIVERSITY BANK & TRUST CO CA
    531149  MILE HIGH KENNEL CLUB
    374203  D A O U SYSTEMS INC
    715968  PENULTIMATE INC
    725519  LAKE CITY MINES INC
    190043  INCO HOMES CORP
    689871  G F CORP
    557843  S A TELECOMMUNICATIONS INC
    300157  GLOBAL X FUNDS
    394252  GATEWAY BANCORP INC
    091267  TEMTEX INDUSTRIES INC
    755901  THERMO ENVIRONMENTAL CORP
    664488  CHINA AUTO LOGISTICS INC
    179388  HEMERDON MINING & SMELTING LTD
    291559  ARIZONA BANCWEST CORP
    602410  DATEQ INFORMATION NETWORK INC
    351721  KAYNE ANDERSON MDSTM ENGY FD INC
    539837  ASDAR GROUP
    461027  SUMMIT OILFIELD CORP
    124776  BOUNTY GROUP INC
    180526  ISHARES TRUST
    301986  CHAMBERLAIN MANUFACTURING CORP
    356819  NEWLEAD HOLDINGS LTD
    398249  W H G RESORTS & CASINOS INC
    372070  PEAK HEALTH CARE INC
    292004  DAIMLER BENZ A G
    345653  POSITECH CORP
    586802  SUMMIT TAX EXEMPT BD FD INC
    567182  ISHARES TRUST
    141891  B C B BANCORP INC
    447277  AMERICAN COMMERCIAL LINES INC
    547748  DIREXION SHARES E T F TRUST
    609048  UPJOHN CO
    580210  WEB COM GROUP INC
    416808  DE LAURENTIIS FILM PARTNERS L P
    564586  ADMAR GROUP INC
    214777  INDIANA FEDERAL CORP
    University of Toronto, Department of Economics, ECO 204, 2015 - 2016
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    465041  LIFESTYLE RESTAURANTS INC
    708062  NIAGARA FRONTIER SVCS INC
    442370  MAINSTAY DEFINEDTERM MUNI OPP FD
    562879  HOME FEDERAL SVGS & LN ASSOC P B
    194780  MARSHALL FIELD & CO DE
    454927  ATLANTIC FINANCIAL FEDERAL
    343307  PIONEER HI BRED INTL INC
    721684  CONTINENTAL STEEL CORP DE
    361091  PENTA SYSTEMS INTERNATIONAL INC
    484672  CHARTER FINANCIAL CORP
    481764  FIRST EXECUTIVE CORP DEL
    293860  CHAMPION SPARK PLUG CO
    455846  REMEC INC
    277138  DIET INSTITUTE INC
    669946  GREEN STREET FINANCIAL CORP
    367905  FRONTEER FINANCIAL HOLDINGS LTD
    478075  RAILAMERICA INC
    214189  KEYSPAN CORP
    095646  CYPRESS COMMUNICATIONS INC
    181669  SEABOARD AIR LINE RR CO
    440782  SIGNET JEWELERS LTD
    639391  COMPUTRAC INC
    104725  ISHARES INC
    158551  PROTOSOURCE CORP
    677394  SIRNA THERAPEUTICS INC
    208999  LEATH & CO
    323141  CHART HOUSE INC
    464346  RIVERVIEW BANCORP INC
    330151  BLACKROCK MARYLAND MUNI BD TR
    580611  OPTICAL SYSTEMS CORP
    442067  FORT HOLDINGS INC
    192657  XCORPOREAL INC
    393193  GAMCO INVESTORS INC
    086380  METALICO INC
    481602  BENEFICIAL STANDARD CORP
    328949  FIRST MERCHANTS CORP
    230964  L P L TECHNOLOGIES INC
    761632  DIGITAL GENERATION INC
    727580  SPEEDWAY MOTORSPORTS INC
    277566  PUTNAM DUOFUND INC
    214919  AMEN PROPERTIES INC
    281301  POSCO
    463800  PREMIER BANCORP INC
    301101  SCOA INDUSTRIES INC
    University of Toronto, Department of Economics, ECO 204, 2015 - 2016
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    564686  MARK CONTROLS CORP NEW
    619082  TREESOURCE INDUSTRIES INC
    720694  TELTREND INC
    263081  RIVERBEND INTERNATIONAL CORP
    229725  VALLEY NATIONAL CORP
    345975  SOUTH COAST CORP
    397990  QUICKSILVER ENTERPRISES INC
    521695  ISHARES TRUST
    657764  FOLKS RESTAURANTS INC
    227905  BEARINGPOINT INC
    513409  ADVANCED MEDICAL PRODUCTS INC
    828571  ALLEGHANY CORP DE
    389455  THINKENGINE NETWORKS INC
    343799  MARVEL ENTERTAINMENT INC
    358513  VECTOR AEROMOTIVE CORP
    346340  STRAYER EDUCATION INC
    573861  ULTRAPETROL BAHAMAS LTD
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