The Science of Algorithmic Trading and Portfolio Management

Bog
  • Format
  • Bog, hardback
  • Engelsk

Beskrivelse

The Science of Algorithmic Trading and Portfolio Management, with its emphasis on algorithmic trading processes and current trading models, sits apart from others of its kind. Robert Kissell, the first author to discuss algorithmic trading across the various asset classes, provides key insights into ways to develop, test, and build trading algorithms. Readers learn how to evaluate market impact models and assess performance across algorithms, traders, and brokers, and acquire the knowledge to implement electronic trading systems. This valuable book summarizes market structure, the formation of prices, and how different participants interact with one another, including bluffing, speculating, and gambling. Readers learn the underlying details and mathematics of customized trading algorithms, as well as advanced modeling techniques to improve profitability through algorithmic trading and appropriate risk management techniques. Portfolio management topics, including quant factors and black box models, are discussed, and an accompanying website includes examples, data sets supplementing exercises in the book, and large projects.

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Detaljer
  • SprogEngelsk
  • Sidetal496
  • Udgivelsesdato14-11-2013
  • ISBN139780124016897
  • Forlag Academic Press Inc
  • FormatHardback
Størrelse og vægt
  • Vægt1160 g
  • coffee cup img
    10 cm
    book img
    19,1 cm
    23,5 cm

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    Engel Forecasting Risk Asset allocation Algorithms Exchange traded funds OPTIMIZATION Statistical analysis Market microstructure Chriss Linear regression Pim Opportunity Cost Flash crash Portfolio construction Non-linear regression Liquidity Risk Risk models Volímes Passive ETF Fixed income Singular value decomposition Accuracy Principal component analysis GARCH Dark pools Time series Information Leakage Volatility Returns Correlation Volumes Portfolio Optimization Arch Execution models Factor models Liquidity Efficient Frontier AIM Spreads Best Execution Trading Costs Malamut Indifference Curves Covariance Investment strategies Cross-Sectional Models Bollerslev Aggressive Trading futures Sectors Commissions Adaptation tactics Advanced trading algorithms Aggressive in the money Almgren & Alpha Alternative Trading Systems (ATS) And of course Andre Perold Arrival price Adaptation tactic Basket algorithms Auto Market Making (AMM) Beta exposure Calibrating model parameters black box models Cost Index Designated Market Maker (DMM) Crossing networks Delay Cost Buy Order Eigenvalue-Eigenvector Decomposition Equity exchanges Evaluating algorithms Expanded implementation shortfall Day of Week Effect Direct Market Access (DMM) Exponential weighted moving average (EWMA) Execution cost Cost Curves Decay function Deciphering black box models Investment objectives I-Star Trading Cost Model Index and ETF Arbitrage High Frequency Trading (HFT) Efficient trading frontier Electronic Communication Networks (ECNs) I-Star Model Intraday profiles Market impact Merger (Risk) Arbitrage Kissell & Limit order models Market impact cost Forecasting Monthly Volumes Forecasting Daily Volumes Multi-asset market impact Market expectations Market Exposure Market Impact Models Market impact parameters Maximizing portfolio returns Optimal trading strategies Passive in the money New York Stock Exchange (NYSE) Grey pools Fundamental Models Optimal trading strategies Heisenberg uncertainty principle of trading optimal portfolios Real-time trading costs Price appreciation Pre-trade of pre-trades Short-term risk model Implementation shortfall Tiquidity trading Market Neutral Arbitrage Transact costs Triangular Arbitrage Short term risk models Volume Weighted Average Price (VWAP) MI Factors Statistical Arbitrage (Stat Arb) Statistical performance testing Supplemental Liquidity Provider (SLP) Wayne Wagner Parameter estimation error Portfolio algorithms Pre-trade Real-time decision making Micro algorithmic decisions slippage Trade strategies Transaction Costs (TCA) risk exposure Portfolio Risk Price benchmark Sell orders Trade trajectories Single stock trading Smart order routers Transaction Cost Analysis (TCA) Trade schedules Unifying the investment and trading decisions

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