PriceMarketImpactPower.java

  1. package org.drip.execution.parameters;

  2. /*
  3.  * -*- mode: java; tab-width: 4; indent-tabs-mode: nil; c-basic-offset: 4 -*-
  4.  */

  5. /*!
  6.  * Copyright (C) 2020 Lakshmi Krishnamurthy
  7.  * Copyright (C) 2019 Lakshmi Krishnamurthy
  8.  * Copyright (C) 2018 Lakshmi Krishnamurthy
  9.  * Copyright (C) 2017 Lakshmi Krishnamurthy
  10.  * Copyright (C) 2016 Lakshmi Krishnamurthy
  11.  *
  12.  *  This file is part of DROP, an open-source library targeting analytics/risk, transaction cost analytics,
  13.  *      asset liability management analytics, capital, exposure, and margin analytics, valuation adjustment
  14.  *      analytics, and portfolio construction analytics within and across fixed income, credit, commodity,
  15.  *      equity, FX, and structured products. It also includes auxiliary libraries for algorithm support,
  16.  *      numerical analysis, numerical optimization, spline builder, model validation, statistical learning,
  17.  *      and computational support.
  18.  *  
  19.  *      https://lakshmidrip.github.io/DROP/
  20.  *  
  21.  *  DROP is composed of three modules:
  22.  *  
  23.  *  - DROP Product Core - https://lakshmidrip.github.io/DROP-Product-Core/
  24.  *  - DROP Portfolio Core - https://lakshmidrip.github.io/DROP-Portfolio-Core/
  25.  *  - DROP Computational Core - https://lakshmidrip.github.io/DROP-Computational-Core/
  26.  *
  27.  *  DROP Product Core implements libraries for the following:
  28.  *  - Fixed Income Analytics
  29.  *  - Loan Analytics
  30.  *  - Transaction Cost Analytics
  31.  *
  32.  *  DROP Portfolio Core implements libraries for the following:
  33.  *  - Asset Allocation Analytics
  34.  *  - Asset Liability Management Analytics
  35.  *  - Capital Estimation Analytics
  36.  *  - Exposure Analytics
  37.  *  - Margin Analytics
  38.  *  - XVA Analytics
  39.  *
  40.  *  DROP Computational Core implements libraries for the following:
  41.  *  - Algorithm Support
  42.  *  - Computation Support
  43.  *  - Function Analysis
  44.  *  - Model Validation
  45.  *  - Numerical Analysis
  46.  *  - Numerical Optimizer
  47.  *  - Spline Builder
  48.  *  - Statistical Learning
  49.  *
  50.  *  Documentation for DROP is Spread Over:
  51.  *
  52.  *  - Main                     => https://lakshmidrip.github.io/DROP/
  53.  *  - Wiki                     => https://github.com/lakshmiDRIP/DROP/wiki
  54.  *  - GitHub                   => https://github.com/lakshmiDRIP/DROP
  55.  *  - Repo Layout Taxonomy     => https://github.com/lakshmiDRIP/DROP/blob/master/Taxonomy.md
  56.  *  - Javadoc                  => https://lakshmidrip.github.io/DROP/Javadoc/index.html
  57.  *  - Technical Specifications => https://github.com/lakshmiDRIP/DROP/tree/master/Docs/Internal
  58.  *  - Release Versions         => https://lakshmidrip.github.io/DROP/version.html
  59.  *  - Community Credits        => https://lakshmidrip.github.io/DROP/credits.html
  60.  *  - Issues Catalog           => https://github.com/lakshmiDRIP/DROP/issues
  61.  *  - JUnit                    => https://lakshmidrip.github.io/DROP/junit/index.html
  62.  *  - Jacoco                   => https://lakshmidrip.github.io/DROP/jacoco/index.html
  63.  *
  64.  *  Licensed under the Apache License, Version 2.0 (the "License");
  65.  *      you may not use this file except in compliance with the License.
  66.  *  
  67.  *  You may obtain a copy of the License at
  68.  *      http://www.apache.org/licenses/LICENSE-2.0
  69.  *  
  70.  *  Unless required by applicable law or agreed to in writing, software
  71.  *      distributed under the License is distributed on an "AS IS" BASIS,
  72.  *      WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
  73.  *  
  74.  *  See the License for the specific language governing permissions and
  75.  *      limitations under the License.
  76.  */

  77. /**
  78.  * <i>PriceMarketImpactPower</i> contains the Power Law based Price Market Impact Inputs used in the
  79.  * Construction of the Impact Parameters for the Almgren and Chriss (2000) Optimal Trajectory Generation
  80.  * Scheme. The References are:
  81.  *
  82.  * <br><br>
  83.  *  <ul>
  84.  *      <li>
  85.  *          Almgren, R., and N. Chriss (1999): Value under Liquidation <i>Risk</i> <b>12 (12)</b>
  86.  *      </li>
  87.  *      <li>
  88.  *          Almgren, R., and N. Chriss (2000): Optimal Execution of Portfolio Transactions <i>Journal of
  89.  *              Risk</i> <b>3 (2)</b> 5-39
  90.  *      </li>
  91.  *      <li>
  92.  *          Bertsimas, D., and A. W. Lo (1998): Optimal Control of Execution Costs <i>Journal of Financial
  93.  *              Markets</i> <b>1</b> 1-50
  94.  *      </li>
  95.  *      <li>
  96.  *          Chan, L. K. C., and J. Lakonishak (1995): The Behavior of Stock Prices around Institutional
  97.  *              Trades <i>Journal of Finance</i> <b>50</b> 1147-1174
  98.  *      </li>
  99.  *      <li>
  100.  *          Keim, D. B., and A. Madhavan (1997): Transaction Costs and Investment Style: An Inter-exchange
  101.  *              Analysis of Institutional Equity Trades <i>Journal of Financial Economics</i> <b>46</b>
  102.  *              265-292
  103.  *      </li>
  104.  *  </ul>
  105.  *
  106.  *  <br><br>
  107.  *  <ul>
  108.  *      <li><b>Module </b> = <a href = "https://github.com/lakshmiDRIP/DROP/tree/master/ProductCore.md">Product Core Module</a></li>
  109.  *      <li><b>Library</b> = <a href = "https://github.com/lakshmiDRIP/DROP/tree/master/TransactionCostAnalyticsLibrary.md">Transaction Cost Analytics</a></li>
  110.  *      <li><b>Project</b> = <a href = "https://github.com/lakshmiDRIP/DROP/tree/master/src/main/java/org/drip/execution/README.md">Optimal Impact/Capture Based Trading Trajectories - Deterministic, Stochastic, Static, and Dynamic</a></li>
  111.  *      <li><b>Package</b> = <a href = "https://github.com/lakshmiDRIP/DROP/tree/master/src/main/java/org/drip/execution/parameters/README.md">Empirical Market Impact Coefficients Calibration</a></li>
  112.  *  </ul>
  113.  *
  114.  * @author Lakshmi Krishnamurthy
  115.  */

  116. public class PriceMarketImpactPower extends org.drip.execution.parameters.PriceMarketImpact {
  117.     private double _dblTemporaryImpactExponent = java.lang.Double.NaN;
  118.     private double _dblDailyVolumeExecutionFactor = java.lang.Double.NaN;

  119.     /**
  120.      * PriceMarketImpactPower Constructor
  121.      *
  122.      * @param ats The Asset Transaction Settings Instance
  123.      * @param dblPermanentImpactFactor The Fraction of the Daily Volume that triggers One Bid-Ask of
  124.      *  Permanent Impact Cost
  125.      * @param dblTemporaryImpactFactor The Fraction of the Daily Volume that triggers One Bid-Ask of
  126.      *  Temporary Impact Cost
  127.      * @param dblDailyVolumeExecutionFactor The Daily Reference Execution Rate as a Proportion of the Daily
  128.      *  Volume
  129.      * @param dblTemporaryImpactExponent The Temporary Impact Exponent
  130.      *
  131.      * @throws java.lang.Exception Thrown if the Inputs are Invalid
  132.      */

  133.     public PriceMarketImpactPower (
  134.         final org.drip.execution.parameters.AssetTransactionSettings ats,
  135.         final double dblPermanentImpactFactor,
  136.         final double dblTemporaryImpactFactor,
  137.         final double dblDailyVolumeExecutionFactor,
  138.         final double dblTemporaryImpactExponent)
  139.         throws java.lang.Exception
  140.     {
  141.         super (ats, dblPermanentImpactFactor, dblTemporaryImpactFactor);

  142.         if (!org.drip.numerical.common.NumberUtil.IsValid (_dblDailyVolumeExecutionFactor =
  143.             dblDailyVolumeExecutionFactor) || 0. >= _dblDailyVolumeExecutionFactor ||
  144.                 !org.drip.numerical.common.NumberUtil.IsValid (_dblTemporaryImpactExponent =
  145.                     dblTemporaryImpactExponent))
  146.             throw new java.lang.Exception ("PriceMarketImpactPower Constructor => Invalid Inputs");
  147.     }

  148.     /**
  149.      * Retrieve the Daily Reference Execution Rate as a Proportion of the Daily Volume
  150.      *
  151.      * @return The Daily Reference Execution Rate as a Proportion of the Daily Volume
  152.      */

  153.     public double dailyVolumeExecutionFactor()
  154.     {
  155.         return _dblDailyVolumeExecutionFactor;
  156.     }

  157.     /**
  158.      * Generate the Permanent Impact Transaction Function
  159.      *
  160.      * @return The Permanent Impact Transaction Function
  161.      */

  162.     public org.drip.execution.impact.TransactionFunction permanentTransactionFunction()
  163.     {
  164.         try {
  165.             return new org.drip.execution.impact.ParticipationRateLinear (0., 0.);
  166.         } catch (java.lang.Exception e) {
  167.             e.printStackTrace();
  168.         }

  169.         return null;
  170.     }

  171.     /**
  172.      * Generate the Temporary Impact Transaction Function
  173.      *
  174.      * @return The Temporary Impact Transaction Function
  175.      */

  176.     public org.drip.execution.impact.TransactionFunction temporaryTransactionFunction()
  177.     {
  178.         org.drip.execution.parameters.AssetTransactionSettings ats = ats();

  179.         try {
  180.             return new org.drip.execution.impact.ParticipationRatePower (ats.price() *
  181.                 temporaryImpactFactor() / java.lang.Math.pow (ats.backgroundVolume() *
  182.                     _dblDailyVolumeExecutionFactor, _dblTemporaryImpactExponent),
  183.                         _dblTemporaryImpactExponent);
  184.         } catch (java.lang.Exception e) {
  185.             e.printStackTrace();
  186.         }

  187.         return null;
  188.     }
  189. }