Guy Lakonishok

Credit Suisse Securities (USA) LLC (Credit Suisse Securities USA) is the broker/dealer division of Credit Suisse Securities (USA) LLC, an investment banking company headquartered in New York City. The firm was founded in 1998 and is a wholly owned subsidiary of Credit Suisse (USA), Inc., ultimately owned by Credit Suisse Group AG (SWX: CSGN) in Switzerland. Credit Suisse Securities USA offers a suite of equities, solutions and credit products and services which includes global securities sales, trading and execution, prime brokerage and comprehensive investment research. Their clients include financial institutions, corporations, governments, institutional investors, such as pension funds and hedge funds, and private individuals around the world.

Nuveen Investments, Inc. provides investment management and related services to retail and institutional investors. It offers investment management capabilities across a diversified set of asset classes and investment strategies through its investment management affiliates, including municipal bond, investment grade, global and high-yield bond, floating-rate bank loan, preferred securities, growth equity, value equity, global and international equity, equity income, core equity, equity index, quantitative and enhanced equity, asset allocation, balanced strategies, real asset and commodity. The company was founded by John Nuveen in 1898 and is headquartered in Chicago, IL.

PPM America, Inc. (PPM) is a SEC-registered investment advisor headquartered in Chicago, Illinois. The firm was founded in 1990 and is a subsidiary of PPM Holdings, Inc., ultimately held by Jackson Financial, Inc. (JFI) (NYSE: JXN). PPM is the primary investment manager for the general account assets of JFI’s insurance subsidiaries and serves as sub-adviser to US mutual funds sponsored by Jackson National Asset Management LLC (JNAM), a subsidiary of Jackson National Life Insurance Co. (Jackson), and adviser to the PPM Funds, a family of institutional share class mutual funds. Additionally, PPM provides advisory services to non-US pooled investment vehicles, structured vehicles such as collateralized loan obligations (CLOs), private equity funds, and separately managed accounts for third-party institutional clients.

Carnegie Mellon University is an American school that operates as a college or university. It is located in Pittsburgh, Pennsylvania.

Heitman Real Estate Securities LLC (HRES) is a SEC-registered investment advisor headquartered in Chicago, Illinois. The firm was founded as Heitman/PRA Securites Advisors, Inc. in 1966 and is majority owned by Heitman LLC. HRES provides advisory services to affiliated investment advisers, registered investment companies, commingled vehicles and separate account portfolios managed for business and institutional entities and sovereign wealth funds.

Invesco Advisers, Inc. is a SEC-registered investment advisor headquartered in Atlanta, Georgia. They are a subsidiary of Invesco Group Services, Inc., ultimately held by Invesco Ltd. (NYSE: IVZ). The firm was founded in 1986 and previously known as Invesco Institutional NA, Inc. until April 2010 when Invesco Ltd. consolidated the businesses of their US investment advisors (Invesco AIM Advisors, Inc., Invesco AIM Capital Management, Inc., Invesco AIM Private Asset Management, Inc. and Invesco Global Asset Management NA, Inc.) under the name Invesco Advisers, Inc. They provide discretionary and non-discretionary investment advisory services to individuals, institutional and high net-worth clients through separate accounts, wrap fee programs and US registered investment companies and other Commingled Funds.

Citigroup Global Markets, Inc. (Broker) (CGMI-Broker) is the broker/dealer division of Citigroup Global Markets, Inc., an investment bank headquartered in New York City with additional offices across the US. The firm was founded in 2004 and is a subsidiary of Citigroup Financial Products, Inc., ultimately held by Citigroup, Inc. (NYSE: C). CGMI-Broker covers all market capitalizations of the major global indices and provides macro and quantitative analysis of global markets and sector trends. Their core focus of the group is to help investing clients make informed decisions by providing value-added, independent, insightful analysis.

PricewaterhouseCoopers LLC provides assurance, tax and advisory services. Its services include audit and assurance, consulting, deals, human resources, legal, tax, and family business. The firm also offers accountability, risk management, structuring, mergers and acquisitions, and performance and process improvement. The company was founded in 1998 and is headquartered in Buffalo, NY.

Goldman Sachs & Co. LLC (GS&Co.) is a securities brokerage firm headquartered in New York City. Founded in 1927, the firm is a subsidiary of The Goldman Sachs Group, Inc. (NYSE: GS). GS&Co. provides services to help hedge funds manage risk, monitor portfolios, maintain liquidity and build their businesses. They offer clients access to global equity and derivatives markets, as well as foreign exchange, commodities, European Lefts, rates and credit across the Americas, Europe and Asia. The firm proactively monitors capital markets, searching for pockets of liquidity and news that may require changes to those strategies. Integration with the Goldman Sachs network gives clients access to the firm's sectored block trades and their insights into price discovery. Their electronic trading program provides clients with tools to manage their trades from pre-trade analytics to post-trade analysis.

Cornell University is an educational institution that offers undergraduate and post graduate programs. It was founded in 1865 and is based in Ithaca, NY.

Baron Capital Management, Inc. (BCM) is a SEC-registered investment advisor headquartered in New York City. The firm was founded by Ron Baron in 1982 and is a wholly owned subsidiary of Baron Capital Group, Inc. BCM provides advisory services to high-net-worth individuals, pension and profit-sharing plans, charitable organizations, corporations, wrap fee programs, and other entities. The firm also offers several comingled strategies.

Hyde Park Angels Inc. (HPA) is a venture capital firm founded in 2007 by Jeffrey R. Carter. The firm is headquartered in Chicago, Illinois.

Digi-Key Corp. distributes electronic components. It also distributes semiconductors, discrete, electromechanical parts. Its products include audio products, batteries, cable assemblies, capacitors, computer & video accessories, connectors, crystals & oscillators, discrete semiconductor products and many more. The company was founded by Ronald A. Stordahl in 1972 and is headquartered in Thief River Falls, MN.

Bain & Co., Inc. provides management consulting services. It offers advisory services to the companies on their critical issues and opportunities: strategy, marketing, organization, operations, technology and mergers and acquisitions, across all industries and geographies. The company was founded in 1973 and is headquartered in Boston, MA.

Central Hockey League operates a professional minor league hockey teams playing in small to medium-sized markets primarily in central and southwestern US states. The league, which was started in 1992, is managed and operated by WPHL, a subsidiary of Global Entertainment Corporation.

SSgA Funds Management, Inc. (SSgA FM) is a SEC-registered investment advisor and mutual fund manager headquartered in Boston, Massachusetts. The firm was founded in 1978 and is a subsidiary of State Street Global Advisors, Inc., ultimately held by State Street Corp. (NYSE: STT). SSgA FM provides investment advisory services to US investment companies and certain pooled investment vehicles.

Ernst & Young provides accounting services. Its services include auditing, accounting, tax and transaction services, assurance and advisory business, online transaction advisory and a wide range of financial services. The company was founded by Arthur Young and Alwin C. Ernst in 1881 and is headquartered in Kansas City, MO.

Quova, Inc. provides Internet geo-location data and services. It caters broadcasters, e-retailers, advertisement networks, banks, and government agencies. The company was founded by Rajat Bhargava, Terry Duryea, Derald Muniz, and Andy Sack in November 1999 and is headquartered in Sterling, VA.

Signature Estate & Investment Advisors LLC (SEIA) is a SEC-registered investment advisor and wealth management firm headquartered in Los Angeles, California. The firm was founded by Brian D. Holmes in 1997. They are wholly owned by Signature Financial Service Group LLC, which is owned primarily by a consortium of employees and investors through Reverence Capital Partners Opportunities Fund V LP. SEIA provides investment advisory services to individuals, trusts, estates, pension and profit-sharing plans, charitable organizations, corporations and other businesses.

Code Fellows Holdings, Inc. develops software solutions for programming skills. It focuses by giving career education where students get hand-on experience by applying trainings and building applications specializes in full-stack JavaScript, Python, or ASP.NET development. The company was founded by Andy Sack, Ivan Storck, Brad Bouse, William Little and Brook Riggio in 2013 and is headquartered in Seattle, WA.

Wenatchee Valley Medical Center PS provides healthcare services. The company was founded in 1940 and is headquartered in Wenatchee, WA.

Morningstar Investment Management LLC is a SEC-registered investment advisor headquartered in Chicago, Illinois. The firm was founded in 1999 and is a wholly-owned subsidiary of Morningstar, Inc. (NASDAQ: MORN). Morningstar Investment Management offers various investment advisory services that focus on their core capabilities in asset allocation, investment selection, and portfolio construction to financial or other institutions.

PAAMCO Prisma LLC is a SEC-registered investment advisor and fund of hedge funds manager headquartered in Newport Beach, California. The firm was founded in 2000 as Pacific Alternative Asset Management Co. LLC. They are a wholly-owned subsidiary of PAAMCO Prisma Holdings LLC, a holding company owned by Pholdings LLC. PAAMCO Prisma provides investment management and advisory services to clients that are generally organized as Funds and to separately managed accounts established for institutional investors. With limited exception, interests in client vehicles are generally only available to institutional investors and certain high net-worth investors.

United Capital Financial Advisers LLC, do-business-as Goldman Sachs Personal Financial Management (GS PFM), is a SEC-registered investment advisor headquartered in Newport Beach, California. The firm was founded by Joseph Duran, Michael Capelle and Benjamin Carrick in 2005. They are a subsidiary of United Capital Financial Partners, Inc., ultimately held by The Goldman Sachs Group, Inc. (NYSE: GS). GS PFM provides investment advisory services to individuals, high net-worth individuals, corporate pension and profit-sharing plans, corporations, government entities, charitable institutions, foundations, endowments, and other investment advisers.

Cambridge Associates LLC is a privately-held, SEC-registered investment advisor headquartered in Boston, Massachusetts. The firm was founded in 1973 by James Bailey and Henry Lewis. Cambridge Associates provides investment management and advisory services to colleges and universities, foundations and other non-profit institutions. They also act as an investment adviser to private clients, family offices, corporations, healthcare institutions, insurance groups, pension plans and ERISA pools and public and government-related groups.

Real Escape from the Sex Trade offers charitable services. The firm provides services for women, girls for prevention, intervention and restoration and men for demand, relationships and resources. The company was founded in November 2009 and is headquartered in Seattle, WA.

Prota Labs LLC (Prota Labs) is a venture capital firm co - founded in 2016 by Wilson Fong. The firm is headquartered in Chicago, Illinois.

Deloitte Tax LLP provides tax services. The firm offers corporate, management, and individual advisory. The company is headquartered in New York, NY.