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Dave Bristol, Eastern Region Sales Manager 800-432-7475 x333, [email protected] Palisade Corporation Risk modeling and analysis

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Page 1: Dave Bristol, Eastern Region Sales Manager 800-432-7475 x333, dbristol@palisade.com  Palisade Corporation Risk modeling and analysis
Page 2: Dave Bristol, Eastern Region Sales Manager 800-432-7475 x333, dbristol@palisade.com  Palisade Corporation Risk modeling and analysis

Dave Bristol, Eastern Region Sales Manager

800-432-7475 x333, [email protected]

http://www.palisade.com

Palisade CorporationPalisade Corporation

Risk modeling and analysis in ExcelRisk modeling and analysis in Excel

Page 3: Dave Bristol, Eastern Region Sales Manager 800-432-7475 x333, dbristol@palisade.com  Palisade Corporation Risk modeling and analysis

Agenda

Palisade Corporation Overview

What is risk?

Using Excel modeling to better understand how risk impacts our work

Page 4: Dave Bristol, Eastern Region Sales Manager 800-432-7475 x333, dbristol@palisade.com  Palisade Corporation Risk modeling and analysis

Palisade CorporationPalisade Corporation

Continuity and longevity: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.

Page 5: Dave Bristol, Eastern Region Sales Manager 800-432-7475 x333, dbristol@palisade.com  Palisade Corporation Risk modeling and analysis

Palisade Corporation - EducationPalisade Corporation - EducationSolid Academic Backing:Solid Academic Backing:

Palisade products are used in curriculums at more than 100 MBAMBA programsprograms 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 textbooksacademic textbooks.

Allied with professional development organizations:Allied with professional development organizations:

Palisade is accredited as a PMI R.E.PPMI R.E.P. or Project Management institute Registered Education Provider.

Palisade is registered with the National Association of State National Association of State Boards of Accountancy (NASBA)Boards of Accountancy (NASBA) as a sponsor of continuing professional education on the National Registry of CPE Sponsors.

Other alliances available as needed.

Page 6: Dave Bristol, Eastern Region Sales Manager 800-432-7475 x333, dbristol@palisade.com  Palisade Corporation Risk modeling and analysis

Thousands of companies worldwide in all Thousands of companies worldwide in all areas of business and industry, including a areas of business and industry, including a majority of Fortune 500 companies - majority of Fortune 500 companies - amounting to hundreds of thousands of amounting to hundreds of thousands of users, make productive use of Palisade users, make productive use of Palisade software every day.software every day.

Page 7: Dave Bristol, Eastern Region Sales Manager 800-432-7475 x333, dbristol@palisade.com  Palisade Corporation Risk modeling and analysis

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?What is risk, exactly?

Page 8: Dave Bristol, Eastern Region Sales Manager 800-432-7475 x333, dbristol@palisade.com  Palisade Corporation Risk modeling and analysis

Everywhere! (It’s a multi-tool, not a hammer)

InvestmentRetirementCurrency/options/VAR/DCF/etc.

InsuranceLosses/premium pricing/choosing a plan

EnergyFutures pricingProduction capacity consumption projection

ManufacturingEquipment lifecycleInventory Management

Pharma/Health CareR&DDisease transmission and response planning

people

Where do we find risks to model?Where do we find risks to model?

Page 9: Dave Bristol, Eastern Region Sales Manager 800-432-7475 x333, dbristol@palisade.com  Palisade Corporation Risk modeling and analysis
Page 10: Dave Bristol, Eastern Region Sales Manager 800-432-7475 x333, dbristol@palisade.com  Palisade Corporation Risk modeling and analysis

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 SuiteDecisionTools Suite

Page 11: Dave Bristol, Eastern Region Sales Manager 800-432-7475 x333, dbristol@palisade.com  Palisade Corporation Risk modeling and analysis
Page 12: Dave Bristol, Eastern Region Sales Manager 800-432-7475 x333, dbristol@palisade.com  Palisade Corporation Risk modeling and analysis

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:

Page 13: Dave Bristol, Eastern Region Sales Manager 800-432-7475 x333, dbristol@palisade.com  Palisade Corporation Risk modeling and analysis
Page 14: Dave Bristol, Eastern Region Sales Manager 800-432-7475 x333, dbristol@palisade.com  Palisade Corporation Risk modeling and analysis
Page 15: Dave Bristol, Eastern Region Sales Manager 800-432-7475 x333, dbristol@palisade.com  Palisade Corporation Risk modeling and analysis

Included with @RISK Industrial and DecisionTools Suite Industrial

Combines @RISK’s 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 Excel’s Solver for stochastic optimization

RISKOptimizer - FunctionalityRISKOptimizer - Functionality

Page 16: Dave Bristol, Eastern Region Sales Manager 800-432-7475 x333, dbristol@palisade.com  Palisade Corporation Risk modeling and analysis

Portfolio optimization and allocation

Project selection

Capacity planning and production optimization

Scheduling (job shop, manpower)

Bidding

Inventory management

Prototyping/component interaction

RISKOptimizer - ApplicationsRISKOptimizer - Applications

Page 17: Dave Bristol, Eastern Region Sales Manager 800-432-7475 x333, dbristol@palisade.com  Palisade Corporation Risk modeling and analysis
Page 18: Dave Bristol, Eastern Region Sales Manager 800-432-7475 x333, dbristol@palisade.com  Palisade Corporation Risk modeling and analysis

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 - FunctionalityPrecisionTree - Functionality

Page 19: Dave Bristol, Eastern Region Sales Manager 800-432-7475 x333, dbristol@palisade.com  Palisade Corporation Risk modeling and analysis

Real Options

Exploration/Production

Game theory

Structural integrity planning

Resource management

Classification/evaluation

Diagnosis/treatment

PrecisionTree - ApplicationsPrecisionTree - Applications

Page 20: Dave Bristol, Eastern Region Sales Manager 800-432-7475 x333, dbristol@palisade.com  Palisade Corporation Risk modeling and analysis
Page 21: Dave Bristol, Eastern Region Sales Manager 800-432-7475 x333, dbristol@palisade.com  Palisade Corporation Risk modeling and analysis

Palisade’s 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 it’s 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 - FunctionalityNeuralTools - Functionality

Page 22: Dave Bristol, Eastern Region Sales Manager 800-432-7475 x333, dbristol@palisade.com  Palisade Corporation Risk modeling and analysis

Credit scoring/loan underwriting

Market pricing/prediction (energy, etc.)

Environmental analysis

Fraud notification

Counter-terrorism

Medical diagnosis/treatment

Drug efficacy

NeuralTools - ApplicationsNeuralTools - Applications

Page 23: Dave Bristol, Eastern Region Sales Manager 800-432-7475 x333, dbristol@palisade.com  Palisade Corporation Risk modeling and analysis
Page 24: Dave Bristol, Eastern Region Sales Manager 800-432-7475 x333, dbristol@palisade.com  Palisade Corporation Risk modeling and analysis

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

StatToolsStatTools

Page 25: Dave Bristol, Eastern Region Sales Manager 800-432-7475 x333, dbristol@palisade.com  Palisade Corporation Risk modeling and analysis
Page 26: Dave Bristol, Eastern Region Sales Manager 800-432-7475 x333, dbristol@palisade.com  Palisade Corporation Risk modeling and analysis

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

TopRankTopRank

Page 27: Dave Bristol, Eastern Region Sales Manager 800-432-7475 x333, dbristol@palisade.com  Palisade Corporation Risk modeling and analysis
Page 28: Dave Bristol, Eastern Region Sales Manager 800-432-7475 x333, dbristol@palisade.com  Palisade Corporation Risk modeling and analysis

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@RISK for Project

Page 29: Dave Bristol, Eastern Region Sales Manager 800-432-7475 x333, dbristol@palisade.com  Palisade Corporation Risk modeling and analysis

Questions?Questions?

Dave BristolDave Bristol

[email protected]@palisade.com

802-876-7906802-876-7906

Page 30: Dave Bristol, Eastern Region Sales Manager 800-432-7475 x333, dbristol@palisade.com  Palisade Corporation Risk modeling and analysis