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  • Dave Bristol, Eastern Region Sales Manager

    800-432-7475 x333, [email protected]

    http://www.palisade.com

    Palisade Corporation

    Risk modeling and analysis in Excel

  • Agenda

    Palisade Corporation Overview

    What is risk?

    Using Excel modeling to better understand

    how risk impacts our work

  • Palisade Corporation

    Continuity and longevity:

    Palisade Corporation is now in its 28th year as a provider of general

    purpose quantitative decision-making tools and services, boasting the

    same core development team since the initial release of @RISK:

    World Headquarters: Ithaca, New York

    Palisade Europe: London, England

    Palisade Asia-Pacific: Sydney, Australia

    Palisade LTA: Rio de Janeiro, Brazil

    Palisade Japan: Tokyo, Japan

    Sales, Marketing, Training/Consulting, and Ops/Fulfillment also have

    team members with 10+ years service time.

    Palisade is proud to be employee owned.

  • Palisade Corporation - Education

    Solid Academic Backing:

    Palisade products are used in curriculums at more than 100 MBA

    programs worldwide, as well as in thousands of other academic

    fields at the undergraduate and postgraduate levels.

    Palisade software is the featured Monte Carlo simulation

    product in dozens of academic textbooks.

    Allied with professional development organizations:

    Palisade is accredited as a PMI R.E.P. or Project Management

    institute Registered Education Provider.

    Palisade is registered with the National Association of State

    Boards of Accountancy (NASBA) as a sponsor of continuing

    professional education on the National Registry of CPE Sponsors.

    Other alliances available as needed.

  • Thousands of companies worldwide in all

    areas of business and industry, including a

    majority of Fortune 500 companies -

    amounting to hundreds of thousands of

    users, make productive use of Palisade

    software every day.

  • Vague term used in many ways by many people

    In modeling, it can be positive (opportunity)

    Uncertainty (estimate accuracy)

    Variability (random or quasi-random)

    Likelihood of occurrence, size of impact

    Everybody knows about them!

    Common most likely estimates are hedged

    Software allows us to incorporate ranges into modeling

    What is risk, exactly?

  • Everywhere! (Its a multi-tool, not a hammer)

    Investment

    Retirement

    Currency/options/VAR/DCF/etc.

    Insurance

    Losses/premium pricing/choosing a plan

    Energy

    Futures pricing

    Production capacity consumption projection

    Manufacturing

    Equipment lifecycle

    Inventory Management

    Pharma/Health Care

    R&D

    Disease transmission and response planning

    Where do we find risks to model?

  • Integrated risk and decision analytics

    All products add-in to Excel & include XDK

    @RISK Simulation

    RISKOptimizer and Evolver Optimization

    PrecisionTree Decision Tree analysis

    NeuralTools Neural network prediction

    StatTools Statistical analytics

    TopRank Sensitivity Analysis

    DecisionTools Suite

  • The relative likelihood of all possible outcomes to your model.

    The impact of variation within uncertain inputs has on the outcomes of your model.

    A breakdown of the key drivers in your model:

    What pushes profits forward? What leads to

    losses?

    A better understanding of where to focus your mitigation resources.

    Clear, user-friendly graphs and reports to communicate findings to decision makers

    regardless of statistical savvy.

    @RISK combines Monte Carlo Simulation with other

    statistical techniques to give you:

  • Included with @RISK Industrial and DecisionTools Suite Industrial

    Combines @RISKs Monte Carlo simulation with genetic-algorithm based optimization

    Allows for optimization of aspects of a distributed objective and solving of complex non-linear models

    More robust than a deterministic optimization

    Customers originally combined @RISK and Excels Solver for stochastic optimization

    RISKOptimizer - Functionality

  • Portfolio optimization and allocation

    Project selection

    Capacity planning and production optimization

    Scheduling (job shop, manpower)

    Bidding

    Inventory management

    Prototyping/component interaction

    RISKOptimizer - Applications

  • Decision trees can be built directly in Excel

    Allows for large-scale options models to be built over underlying models

    Evaluate tree by standard tree calc, objective function, worksheet calc, macro, etc.

    Can be combined with @RISK for stochastic decision tree analysis

    Customers originally combined @RISK and DPL/DATA

    PrecisionTree - Functionality

  • Real Options

    Exploration/Production

    Game theory

    Structural integrity planning

    Resource management

    Classification/evaluation

    Diagnosis/treatment

    PrecisionTree - Applications

  • Palisades first product to truly meld qualitative and quantitative analysis via Neural networks

    Offers multiple neural network types and BestNet search to determine best network

    Requires no neural network expertise

    Verifies its own results with instant LiveUpdates

    Analyze categorical data in concert with statistics

    LiveUpdate works with RISKOptimizer to find optimal answers to questions based on your network

    NeuralTools - Functionality

  • Credit scoring/loan underwriting

    Market pricing/prediction (energy, etc.)

    Environmental analysis

    Fraud notification

    Counter-terrorism

    Medical diagnosis/treatment

    Drug efficacy

    NeuralTools - Applications

  • Collection of statistical processes in Excel for data analysis without leaving the spreadsheet

    Forecasting & Regression

    ANOVA/Correlation/covariance

    Non-parametric tests

    Much more

    Replaces statistical processes identified by our clients as unstable or inaccurate in Excel

    Supports up to 16 million data points/variable

    Created Excel 2007 before 2007 existed!

    XDK for custom function creation

    StatTools

  • Utility for sensitivity analysis in Excel

    Determine which model inputs drive volatility

    Can be used on *any* Excel model

    Cut down on model-building time by identifying the factors that require distributions for simulation

    Risk analysis and mitigation in moments as well as elimination of supposed risks

    TopRank

  • Simulation modeling in MS Project

    Add uncertainty to:

    Tasks

    Durations

    Calendars

    Resources . . . anywhere in Project

    Risk-adjusted Gantt chart w/criticality and cruciality

    @RISK6 will blend @RISK for Excel and @RISK for Project into a single unified application for

    cost/schedule risk analysis.

    @RISK for Project

  • Questions?

    Dave Bristol

    [email protected]

    802-876-7906