@RISK for Project. p. 1 of 8
|
|
- Brice Marcus Taylor
- 7 years ago
- Views:
Transcription
1 Product Section: Risk Analysis Operating System: Windows - Add-in for Microsoft Project Palisade Product Number: 1007 Standard, 1007P Professional Retail Price with Maintenance: $950 Standard, $1,550 Professional p. 1 of 8 Add Risk Analysis to Project is the Risk Analysis and Simulation add-in for Microsoft Project. Add the power of Monte Carlo simulation to your Project for Project features all the power and ease of use for Microsoft Excel. Simply replace uncertain values in your project functions which represent a range of possible values. Select bottom-line fields like Finish Date, Project Duration, or Total Cost as outputs, and start a recalculates your project hundreds or even thousands of times, each time selecting random numbers from functions you entered. The result: distributions of possible outcomes and the probabilities of getting those results. This not only tells you what could happen in a given situation, but how likely it is that it will happen. Sensitivity and Scenario analyses will help you identify critical situations that could seriously impact your project. Account for unforeseen risks in your projects for for Project comes in two editions Standard and Professional to allow you to select the feature set which best meets your needs. Risk Analysis Risk Analysis, in a broad sense, is any method qualitative and/or quantitative for assessing the impacts of risk on decisions. Myriad Risk Analysis methods are used that blend both qualitative and quantitative techniques. The goal of any of these methods is to help the decision-maker choose a course of action, given a better understanding of the possible outcomes that could occur. You might wonder if what you do would be suitable for Risk Analysis. If you use data to solve problems, make forecasts, develop strategies, or make decisions, then you definitely should consider performing Risk Analysis. Risk Analysis Risk Analysis is a quantitative method that seeks to determine the outcomes of a decision as a probability distribution. In general, Risk Analysis encompasses four steps: 1. Develop a Model First, define your problem or situation in Microsoft Project. 2. Identify Uncertainty Next, determine which inputs in your model are uncertain, and represent those using ranges of values probability distribution functions. Identify which result or output of your model you want to analyze. 3. Analyze the Model with Simulation Run your simulation to determine the range and probabilities of all possible outcomes for the outputs you ve identified. 4. Make a Decision Armed with complete information from your analysis, and your personal preferences, make your for Project helps with the first three steps by providing a powerful and flexible tool that works with Project to facilitate model building and Risk Analysis. The results for Project generates can then be used by the project manager to help choose a course of action.
2 p. 2 of 8 Step 1: Develop a Model The first step is constructing a model in Project that represents your situation. Because you are working in Project, you are virtually unlimited in what type of Project you can model. You might be constructing a new skyscraper and want to determine what the budget and deadline should be. Or, you may be phasing in a new computer system within your organization and need to assess the impact on productivity. Whatever your for Project can help! Step 2: Define the Uncertainty Using Model Definition and Define Distribution Windows Next you need to represent uncertainty in your Project model. You probably base most decisions on whatever data you have on hand historical costs, competitors prices, vendor estimates, etc. But how often do you have full, complete information? Prices change, weather intervenes, people are out of work, costs rise. By using probability distribution functions to represent a range of possible lets you take that uncertainty into account. Simply select a cell whose value you are unsure of and replace its value with one of the probability distributions below: Beta Beta General Beta-Subjective Binomial Chi-Square Cumulative Discrete Discrete Uniform Error Function Erlang Exponential Extreme Value/Gumbel Gamma General Geometric Histogram Hypergeometric Int Uniform Inverse Gaussian/Wald Logistic Log-Logistic Lognormal Lognormal2 Negative Binomial Normal Pareto Pareto 2 Pearson V Pearson VI PERT Poisson Rayleigh Student's t Triangular Triangular General Uniform Vary Weibull For example, if you have a resource field cost estimate with a most likely value of $10,000, but you know it can t go below $7,000 or higher than $15,000, you can represent that uncertainty with a Triangular distribution using the function RiskTriang(7000, 10000, 4.1 for Project makes entering your probability functions easy. Just click the Define Distribution icon to use Define Distribution Window for entering your probability distributions graphically (see below for details). Or you can simply type them Functions column of Project once you get accustomed to the syntax. Once you ve entered your distribution functions, select the bottom-line field or fields whose values you are interested in (such as Total Cost, Project Finish Date, or Project Duration) and click the Add Output button in toolbar. This adds a RiskOutput function to the chosen field, allowing you to name, move, and manage your outputs easily. Open Model Definition Window to see a clear list of your inputs and outputs at a glance. You can also perform distribution fitting, correlate inputs, and open a Define Distribution Window from Model Definition Window. Model Definition Window lets you see elements at once.
3 Visualize Your Uncertainty with allows complete graphical selection of your probability distribution functions using RISKview, Palisade s distribution previewing companion. Now entering your distributions is easier than ever because you can see them, edit them, and apply them with a few clicks of the mouse. RISKview comes fully integrated with every copy 4.1 for Project, and appears as a convenient pop-up Define Distribution Window right over your project model. You can view graphs, parameters, and statistics of distribution. All graphs include adjustable delimiters and probability bars for viewing calculated probabilities and other statistics directly on graphs. Simply slide the delimiter on a graph to see calculated probabilities both on the graph and in the linked statistical report. RISKview even lets you overlay graphs of different distributions for comparison, change parameters, and draw your own curves! When you draw your own curves using RISKview s Distribution Artist, RISKview can find the standard probability distribution which best fits that curve. RISKview can also directly link to any distribution in your spreadsheet model for instant updating. Defining your uncertainty couldn t be more intuitive! RISKview pops up right over your Project model! p. 3 of 8 To further speed up the process of defining uncertainty, RISKview features a Distribution Palette of thumbnail sketches of all available distribution types. Just click the thumbnail of the distribution you want. And, you can enter dates as parameters in your distribution functions. For instance, you could define a Normal distribution with a mean of 10/1/2002 and a standard deviation of 4 days. Fit Distributions to Data with BestFit There may be times when you have historical data on a particular input in your model. For example, you may have price data on the costs vendors charge for outsourced jobs. You would like to use this data to represent uncertainty in your model, but how? With BestFit, Palisade s distribution fitting tool, it s easy! BestFit is fully integrated with the Professional version 4.1 for Project. Just read your data into Fitting Window, and click the Fit button. BestFit will find the distribution which best describes your data. You can then apply your fitted distribution to your Project model. BestFit gives you multiple graphing options and full statistics for your fits. BestFit ranks dozens of distribution functions against your data, and provides comprehensive results. Four types of graphs are available to assess accuracy of the fit, and there are complete statistical reports and goodness-of-fit data. Choose from Comparison, Difference, Probability-Probability, or Quantile-Quantile graphs. Like RISKview, BestFit includes sliding delimiters and probability bars on all graphs. Graph types can be easily formatted be using toolbar icons or rightclick menus, and may be exported to Excel in native Excel format for further modification. But it doesn t stop there. BestFit has a host of advanced features for the power user. BestFit uses three advanced fitting algorithms to optimize its fits Chi Square, Anderson-Darling, and Komolgorov-Smirnov. You can read in data sets with up to 100,000 points, in sample, density, or cumulative format. You can fit multiple data sets in a single project, and specify which predefined distributions to fit to. BestFit allows full control over Chi-squared calculations, including equal interval binning, equal probability binning, and full custom binning. It will also perform the RMS (root mean square error) test for cumulative and density data.
4 p. 4 of 8 Step 3: Simulate and View All Possible Outcomes! Once your model is set up, click the Simulation Settings button if you want to customize the parameters of your simulation. You can specify the number of iterations recalculates the project model), update the project in real-time numerically or graphically is simulating, control the convergence criteria, and choose Monte Carlo or Latin Hypercube sampling. This gives you complete control over your simulations. Or, use the default settings will automate everything for you. Then click the Simulate button and recalculates your project hundreds or thousands of times! Each selects random numbers from functions you entered and records the resulting output. Each recalculation shows a possible combination of uncertain values or a scenario that could occur. At the end of the simulation, you have a whole range of possible outcomes, and the probabilities of them occurring! Your project has gone from representing one possible scenario to representing all possible scenarios! Try doing that with Microsoft Project alone. Analyze Your Results in Results Window When your simulation is complete, all the results appear instantly in Results Window. The Results Window features an Explorer-style list of inputs and tabbed reports. Extensive graphing options, comprehensive statistics, full data, and advanced analyses like Sensitivity and Scenario analyses are available with the click of a button. Dazzling Graphs One of the strengths of Monte Carlo simulation is that it produces enough data to create accurate graphs. Histograms, cumulative curves, area and line graphs, and more are available 4.1 for Project. Graphs are created with simple toolbar clicks or right-click menus. Select the type of graph, then customize it by selecting colors, changing scaling, creating new titles and axis labels, and more! Do you have a range of outputs you d like to graph? Simply highlight the range in the Explorer list and select Summary Graph to see your risk over time. You can even overlay multiple variables on the same graph for comparison. All graphs may also be displayed in Excel format for further enhancement. These Excel format graphs recreate graph in native Excel chart format, giving you access to all of Excel s charting capabilities. You can also export all graphs directly to your Project s various graphing options allow you to quickly and easily present possible outcomes for any situation to others! Results Window gives you countless graphing and reporting options! All graphs include summary statistics in the same window for easy reference. They also include probability bars and sliding delimiters, so you can answer questions like What are the chances of finishing on time? simply by sliding a bar to the deadline date mark on your cumulative curve and reading the probability result can also create a summary report of results using the Quick Report command. With a single will generate a one-page, preformatted report in Excel containing a histogram, cumulative curve, Tornado graph, and summary statistics all set up and ready to print! This saves valuable time by doing the formatting for you. Want to see how your graph changes as the simulation will display and update any graph in real-time while your simulation is running. You can start, stop, and control the frequency of updates.
5 p. 5 of 8 Risk Results in your Gantt 4.1 for Project displays your risk simulation results fully integrated with - and in the same format as - Project's native Gantt charts. New bars indicate the range of possible values for uncertain variables, and display sensitivity and critical index information. See how your risks impact your entire project - at a glance! The command "Create Risk Gantt Chart" is used to place Risk Gantt Charts and Tables in Microsoft Project. The Risk Gantt Chart shows, by task, earliest, expected and latest start and finish dates, along with critical index and sensitivity analysis results. The same information is available in tabular form right beside the Gantt chart. Identify Critical Factors with Sensitivity and Scenario performs two additional analyses that identify your risk factors: Sensitivity Analysis and Scenario Analysis, both accessible by clicking their tabs in the Results Window. Sensitivity Analysis determines which input Integrated risk results in the Project Gantt chart make interpreting your simulations a snap. distributions have the biggest impact on the outputs. The results can be displayed as an easy-to-interpret Tornado chart, with longer bars at the top representing the most significant input variables. You can choose from Rank-Order Correlation or Multivariate Stepwise Regression to perform Sensitivity Analysis. Sensitivity Analysis allows you to zero in on the factors in your model which contribute the most to your risk! Scenario Analysis identifies combinations of inputs or scenarios which lead to output target values. This lets you make observations such as, When this project tends to go overbudget, significant inputs are high material prices, delays in finishing Phase 2, etc. Accurate Statistics and Data Click the Detailed Statistics button to see statistics for all outputs displayed in a spreadsheet-like format for easy viewing. All the complete statistics you would expect are here. You can also enter target values and find the likelihood of achieving them, similar to using the sliding delimiters on the graphs. Another click and you can see all data for inputs and outputs for every iteration of the simulation. You can cut and paste data and statistics to other applications, or generate a full statistical or data report in your Excel for further analysis. Plus, you can export statistics directly to Project after a allows full access to the information of your simulation! Customizable Reports The best analysis always has to be presented to others. To help with provides extensive capabilities for reporting on both your model and simulation results. To start, graph or report can be pasted into Excel, Project, or other applications. In comes with a report generator that will quickly create a report in Excel with graphs and statistics on your simulation. Step 4: Make a Decision s comprehensive results and your own personal thresholds for risk, you are now ready to make a well-informed decision. By accounting for all possible gives you the tools to make the best possible decision in any situation!
6 p. 6 of 8 Advanced Features a True comes with a number of advanced features that make it the only choice for top decision-makers world wide. Critical and Cruciality Indices Critical indices determine when a task falls along a critical path during a simulation. Critical tasks are tasks that fall on the critical path a sequence of tasks that determines the total time for the project. But when you add uncertainty to a project, tasks may or may not be critical depending on the values sampled during the for Project automatically records the critical indices for all tasks as a percentage of time the task is critical during a simulation, allowing you to better identify the critical tasks in your project. for Project cruciality index factors in both critical indices and sensitivity analysis for the most accurate measure yet of a task's importance. Multiple features the RiskSimTable function, which allows multiple simulations to be run back-to-back. This lets you change only select inputs in your model from simulation to simulation, so you can compare the effect of a variable or variables on your outcome. For example, you may with to see what impact charging different contractors has on your project cost. You can even graph the results from multiple simulations on one chart! Correlate Your Inputs for More Accurate Models In real life, inputs are seldom independent. When interest rates are high, mortgages are low, for example. If you don t take these relationships into account when building your model, you risk dangerously inaccurate results. Model Definition Window provides an easy way to correlate inputs in your model using a simple matrix format. Select the inputs to correlate, right click, and choose Correlate. Enter in correlation coefficients, click Apply, and the correlations are automatically written to your Project model. Correlate your inputs in Model Definition Window. Enhanced VBA Support for Custom lets you write your own custom applications in Project that can perform virtually function. Harness the power s Monte Carlo simulation engine for your company s specific needs. s extensive reporting options, Sensitivity analysis, Scenario analysis, distribution fitting, and more, all in your own custom Project program! Example files are included demonstrating how to use these commands. Plus, you can run macros before, during, or after a simulation run. Risk Categories Many times the uncertainty for a field s value will be common to similar tasks. Consider a software development project. You may wish to assign a common variation to the duration of all programming tasks, and a different, but also common, variation to the duration of all testing tasks. The Risk Categories feature lets you easily define a + or percent change to your estimated values in just a few 4.1 is available in two editions to meet your risk analysis needs: Standard and Professional. In addition to BestFit, described Professional adds a host of analytical power features to your arsenal. Probabilistic Branching Probabilistic branching allows a project to branch from one task to any number of other tasks during the simulation. Each of the task groups that could be branched to has a probability value. For example, upon completion of a design task, there may be a 10% chance that the bad weather construction tasks will be followed and a 90% chance that the standard construction tasks will be followed. Account for chance events when planning your projects!
7 If/Then Conditional Modeling lets you build logic into your project. p. 7 of 8 If/Then Conditional Modeling If/then conditional modeling allows you to check if certain conditions are true during a simulation, and if they are to change values in the project or perform branching. For example, the user could enter a condition such as If Construction[Finish] > 1/1/05 Then Cleanup[Fixed Costs]=20000 or If Construction[Duration] > 50d Then Branch=Temporary Office Space Procurement. If a condition was true in an iteration of the will make the appropriate change to the project so the results include the conditional effect. You can even distribution functions directly in the IF/THEN dialog as a result of certain conditions. Save time by not having to define a global variable when you have just a few conditions to model. Control values and branching between tasks using logic statements that you define! Probabilistic Calendars Often you will need to model the probability of work stoppages due to weather, strikes, or other unforeseen events. By setting up Probabilistic Calendars you can apply working and non-working probabilities to any calendar event in Project! Global Variables Global variables can be used to hold values that can be referenced calculations in your project. Variables may be defined distributions, single fixed values, or even If/Then conditions that reference other variables. Variables are not attached to a specific task or field; they are attached to the project as a whole. A variable Bad Weather, for example, could be defined to occur 20% of the time. Changes in your project estimates could then be triggered when Bad Weather occurs. Field and Macro Pro for Project also supports field and macro references in distributions. Task[Field] references and VBA macros can be used as arguments to distribution functions. With this new distribution functions can be entered with non-numeric arguments, such as RiskNormal(Design[Duration],5). This allows values for distribution arguments to change each iteration of a simulation, as values in referenced fields change. Parameter Entry Tables There may be times when you wish to assign a distribution to a particular field throughout the project, and you wish to allow other users to change the parameters of that distribution. Parameter Entry tables make this easy! For example, in a few clicks you could assign a Normal distribution to all duration fields your entire model, and allow others to make changes to the default parameters based on their expertise and data. Become for Project for Project comes with a wide variety of resources to help you get started and overcome problems. A comprehensive audio/visual tutorial walks you through the features and demonstrates how to set up and run a model, step-by-step. manual is written in straightforward, plain English and even provides background information on Risk Analysis. The entire manual is also available electronically s Help features a comprehensive, context-sensitive Help file to zero in your question. You can search on a particular topic, or simply ask a plain English question using the How Do I... feature! Finally, example files are provided that can be used as templates for building your own model. Palisade also offers live training for Project. You can attend a regional seminar, or a Palisade trainer can fly to your office for customized, on-site training. Visit or call our Training Department at RISK.
8 @RISK for Project Applications Construction Engineering Computer Systems Installation Environmental Manufacturing Aerospace Pharmaceutical Mergers & Acquisitions Mortgage Pricing Operation Research Analysis Petroleum and Mining Resource Evaluations And Much More! p. 8 of 4.1 for Project Features True Project Add-In Toolbars for Most Commands Office-style Model Definition Window 38 Distribution Functions Fully Integrated RISKview Fully Integrated BestFit (Professional version only) Distribution Palette Support for Date Formats Correlation of Inputs Customizable Simulation Settings Convergence Monitoring Full Statistics Report Full Data Report Reporting in Excel Reporting in Project Target Values Histogram, Area, Line, and Cumulative Graphs Fully Customizable Graphs Summary Graphs Multiple Summary and Overlay Graphs Sliding Delimiters on all Graphs Real-time Updating of Graphs Risk results in Gantt Charts Graph in Excel One-step Quick Reports Multiple Simulations Sensitivity Analysis - Multivariate Stepwise Regression and Rank Order Correlation Tornado Graphs Scenario Analysis Statistics Functions Macros - Execute During Simulation Macros Customize with VBA Probabilistic Branching (Pro only) If/Then Conditional Modeling (Pro only) Global Variables (Pro only) Field and Macro References (Pro only) Parameter Entry Tables (Pro only) Comprehensive Help File and Tutorial System Requirements: IBM PC Pentium or higher; Windows 98 or higher; Project 2000 or higher; 16MB RAM or more Pricing and Maintenance: $950 Standard, $1,550 Professional All prices include one year of maintenance. Maintenance includes free, unlimited technical support and free version upgrades. Network, corporate, and academic pricing available. Other Versions for Developer s Demo: Free demo CD available Recommended Books: Risk and Decision Analysis in Projects; Practical Risk Assessment for Project Management
Quantitative Risk Analysis with Microsoft Project
Copyright Notice: Materials published by Intaver Institute Inc. may not be published elsewhere without prior written consent of Intaver Institute Inc. Requests for permission to reproduce published materials
More informationModelRisk for Insurance and Finance. Quick Start Guide
ModelRisk for Insurance and Finance Quick Start Guide Copyright 2008 by Vose Software BVBA, All rights reserved. Vose Software Iepenstraat 98 9000 Gent, Belgium www.vosesoftware.com ModelRisk is owned
More informationFigure 1. An embedded chart on a worksheet.
8. Excel Charts and Analysis ToolPak Charts, also known as graphs, have been an integral part of spreadsheets since the early days of Lotus 1-2-3. Charting features have improved significantly over the
More informationIntroduction to Statistical Computing in Microsoft Excel By Hector D. Flores; hflores@rice.edu, and Dr. J.A. Dobelman
Introduction to Statistical Computing in Microsoft Excel By Hector D. Flores; hflores@rice.edu, and Dr. J.A. Dobelman Statistics lab will be mainly focused on applying what you have learned in class with
More informationData Analysis Tools. Tools for Summarizing Data
Data Analysis Tools This section of the notes is meant to introduce you to many of the tools that are provided by Excel under the Tools/Data Analysis menu item. If your computer does not have that tool
More informationCreating an Excel XY (Scatter) Plot
Creating an Excel XY (Scatter) Plot EXCEL REVIEW 21-22 1 What is an XY or Scatter Plot? An XY or scatter plot either shows the relationships among the numeric values in several data series or plots two
More informationSimulation and Risk Analysis
Simulation and Risk Analysis Using Analytic Solver Platform REVIEW BASED ON MANAGEMENT SCIENCE What We ll Cover Today Introduction Frontline Systems Session Ι Beta Training Program Goals Overview of Analytic
More informationPolynomial Neural Network Discovery Client User Guide
Polynomial Neural Network Discovery Client User Guide Version 1.3 Table of contents Table of contents...2 1. Introduction...3 1.1 Overview...3 1.2 PNN algorithm principles...3 1.3 Additional criteria...3
More informationMS Project Tutorial for Senior Design Using Microsoft Project to manage projects
MS Project Tutorial for Senior Design Using Microsoft Project to manage projects Overview: Project management is an important part of the senior design process. For the most part, teams manage projects
More informationTopRank. What-If Analysis Add-In for Microsoft Excel. Version 5.7 September, 2010. Guide to Using
Guide to Using TopRank What-If Analysis Add-In for Microsoft Excel Version 5.7 September, 2010 Palisade Corporation 798 Cascadilla St Ithaca, NY 14850 (607) 277-8000 http://www.palisade.com Copyright Notice
More informationData analysis and regression in Stata
Data analysis and regression in Stata This handout shows how the weekly beer sales series might be analyzed with Stata (the software package now used for teaching stats at Kellogg), for purposes of comparing
More informationMicrosoft Excel. Qi Wei
Microsoft Excel Qi Wei Excel (Microsoft Office Excel) is a spreadsheet application written and distributed by Microsoft for Microsoft Windows and Mac OS X. It features calculation, graphing tools, pivot
More informationTo create a histogram, you must organize the data in two columns on the worksheet. These columns must contain the following data:
You can analyze your data and display it in a histogram (a column chart that displays frequency data) by using the Histogram tool of the Analysis ToolPak. This data analysis add-in is available when you
More informationWhat is Microsoft Excel?
What is Microsoft Excel? Microsoft Excel is a member of the spreadsheet family of software. Spreadsheets allow you to keep track of data, create charts based from data, and perform complex calculations.
More informationOne-Minute Spotlight. The Crystal Ball Forecast Chart
The Crystal Ball Forecast Chart Once you have run a simulation with Oracle s Crystal Ball, you can view several charts to help you visualize, understand, and communicate the simulation results. This Spotlight
More informationHands-on Guide. FileMaker Pro. Using FileMaker Pro with Microsoft Office
Hands-on Guide FileMaker Pro Using FileMaker Pro with Microsoft Office Table of Contents Introduction... 3 Before You Get Started... 4 Sharing Data between FileMaker Pro and Microsoft Excel... 5 Drag and
More informationYASAIw.xla A modified version of an open source add in for Excel to provide additional functions for Monte Carlo simulation.
YASAIw.xla A modified version of an open source add in for Excel to provide additional functions for Monte Carlo simulation. By Greg Pelletier, Department of Ecology, P.O. Box 47710, Olympia, WA 98504
More informationUniversity of Arkansas Libraries ArcGIS Desktop Tutorial. Section 2: Manipulating Display Parameters in ArcMap. Symbolizing Features and Rasters:
: Manipulating Display Parameters in ArcMap Symbolizing Features and Rasters: Data sets that are added to ArcMap a default symbology. The user can change the default symbology for their features (point,
More informationIn this example, Mrs. Smith is looking to create graphs that represent the ethnic diversity of the 24 students in her 4 th grade class.
Creating a Pie Graph Step-by-step directions In this example, Mrs. Smith is looking to create graphs that represent the ethnic diversity of the 24 students in her 4 th grade class. 1. Enter Data A. Open
More informationExtracts from Crystal Ball Getting Started Guide
Extracts from Crystal Ball Getting Started Guide This document consists of chapters 1 through 3 of the Crystal Ball Getting Started Guide. It contains two tutorials: Tutorial 1 is a ready-to-run simulation
More informationMicrosoft Office PowerPoint 2003. Identify components of the PowerPoint window. Tutorial 1 Creating a Presentation
Microsoft Office PowerPoint 2003 Tutorial 1 Creating a Presentation 1 Identify components of the PowerPoint window You will recognize some of the features of the PowerPoint window that are common to Windows
More informationimc FAMOS 6.3 visualization signal analysis data processing test reporting Comprehensive data analysis and documentation imc productive testing
imc FAMOS 6.3 visualization signal analysis data processing test reporting Comprehensive data analysis and documentation imc productive testing www.imcfamos.com imc FAMOS at a glance Four editions to Optimize
More information1. Go to your programs menu and click on Microsoft Excel.
Elementary Statistics Computer Assignment 1 Using Microsoft EXCEL 2003, follow the steps below. For Microsoft EXCEL 2007 instructions, go to the next page. For Microsoft 2010 and 2007 instructions with
More informationCHARTS AND GRAPHS INTRODUCTION USING SPSS TO DRAW GRAPHS SPSS GRAPH OPTIONS CAG08
CHARTS AND GRAPHS INTRODUCTION SPSS and Excel each contain a number of options for producing what are sometimes known as business graphics - i.e. statistical charts and diagrams. This handout explores
More informationAdvanced Presentation Features and Animation
There are three features that you should remember as you work within PowerPoint 2007: the Microsoft Office Button, the Quick Access Toolbar, and the Ribbon. The function of these features will be more
More informationI ntroduction. Accessing Microsoft PowerPoint. Anatomy of a PowerPoint Window
Accessing Microsoft PowerPoint To access Microsoft PowerPoint from your home computer, you will probably either use the Start menu to select the program or double-click on an icon on the Desktop. To open
More informationDealing with Data in Excel 2010
Dealing with Data in Excel 2010 Excel provides the ability to do computations and graphing of data. Here we provide the basics and some advanced capabilities available in Excel that are useful for dealing
More informationBelow is a very brief tutorial on the basic capabilities of Excel. Refer to the Excel help files for more information.
Excel Tutorial Below is a very brief tutorial on the basic capabilities of Excel. Refer to the Excel help files for more information. Working with Data Entering and Formatting Data Before entering data
More informationMS WORD 2007 (PC) Macros and Track Changes Please note the latest Macintosh version of MS Word does not have Macros.
MS WORD 2007 (PC) Macros and Track Changes Please note the latest Macintosh version of MS Word does not have Macros. Record a macro 1. On the Developer tab, in the Code group, click Record Macro. 2. In
More informationIntroduction to Data Tables. Data Table Exercises
Tools for Excel Modeling Introduction to Data Tables and Data Table Exercises EXCEL REVIEW 2000-2001 Data Tables are among the most useful of Excel s tools for analyzing data in spreadsheet models. Some
More informationScientific Graphing in Excel 2010
Scientific Graphing in Excel 2010 When you start Excel, you will see the screen below. Various parts of the display are labelled in red, with arrows, to define the terms used in the remainder of this overview.
More informationExcel Tutorial. Bio 150B Excel Tutorial 1
Bio 15B Excel Tutorial 1 Excel Tutorial As part of your laboratory write-ups and reports during this semester you will be required to collect and present data in an appropriate format. To organize and
More informationSpreadsheet software for linear regression analysis
Spreadsheet software for linear regression analysis Robert Nau Fuqua School of Business, Duke University Copies of these slides together with individual Excel files that demonstrate each program are available
More informationHow To Use Statgraphics Centurion Xvii (Version 17) On A Computer Or A Computer (For Free)
Statgraphics Centurion XVII (currently in beta test) is a major upgrade to Statpoint's flagship data analysis and visualization product. It contains 32 new statistical procedures and significant upgrades
More informationUsing FileMaker Pro with Microsoft Office
Hands-on Guide Using FileMaker Pro with Microsoft Office Making FileMaker Pro Your Office Companion page 1 Table of Contents Introduction... 3 Before You Get Started... 4 Sharing Data between FileMaker
More informationSpreadsheets and Laboratory Data Analysis: Excel 2003 Version (Excel 2007 is only slightly different)
Spreadsheets and Laboratory Data Analysis: Excel 2003 Version (Excel 2007 is only slightly different) Spreadsheets are computer programs that allow the user to enter and manipulate numbers. They are capable
More informationThe Center for Teaching, Learning, & Technology
The Center for Teaching, Learning, & Technology Instructional Technology Workshops Microsoft Excel 2010 Formulas and Charts Albert Robinson / Delwar Sayeed Faculty and Staff Development Programs Colston
More informationProgramming in Access VBA
PART I Programming in Access VBA In this part, you will learn all about how Visual Basic for Applications (VBA) works for Access 2010. A number of new VBA features have been incorporated into the 2010
More informationIntermediate PowerPoint
Intermediate PowerPoint Charts and Templates By: Jim Waddell Last modified: January 2002 Topics to be covered: Creating Charts 2 Creating the chart. 2 Line Charts and Scatter Plots 4 Making a Line Chart.
More informationWebSphere Business Monitor
WebSphere Business Monitor Dashboards 2010 IBM Corporation This presentation should provide an overview of the dashboard widgets for use with WebSphere Business Monitor. WBPM_Monitor_Dashboards.ppt Page
More informationMicrosoft Office Project Standard 2007 Project Professional 2007. April 2006. February 2006
Microsoft Office Project Standard 2007 Project Professional 2007 April 2006 February 2006 February 2006 Table of Contents Overview of Microsoft Office Project Standard 2007 and Office Project Professional
More information1. MENU ICONS PORTFOLIO ALFRED (DASHBOARD) REPORTING DOMAIN EXCHANGE WATCHLIST * SETTINGS LIVE TRADING FLOOR * Protrada Quick Start Guide
WELCOME TO PROTRADA! Now that you ve completed the signup process and have verified your account, you are ready to experience the full power of Protrada! To utilize all the features Protrada offers, you
More informationMigrating to Excel 2010 from Excel 2003 - Excel - Microsoft Office 1 of 1
Migrating to Excel 2010 - Excel - Microsoft Office 1 of 1 In This Guide Microsoft Excel 2010 looks very different, so we created this guide to help you minimize the learning curve. Read on to learn key
More informationMBA 611 STATISTICS AND QUANTITATIVE METHODS
MBA 611 STATISTICS AND QUANTITATIVE METHODS Part I. Review of Basic Statistics (Chapters 1-11) A. Introduction (Chapter 1) Uncertainty: Decisions are often based on incomplete information from uncertain
More informationUsing SPSS, Chapter 2: Descriptive Statistics
1 Using SPSS, Chapter 2: Descriptive Statistics Chapters 2.1 & 2.2 Descriptive Statistics 2 Mean, Standard Deviation, Variance, Range, Minimum, Maximum 2 Mean, Median, Mode, Standard Deviation, Variance,
More informationQuality Companion 3 by Minitab
Quality Companion 3 by Minitab Contents Part 1. Introduction to Quality Companion 3 Part 2. What's New Part 3. Known Problems and Workarounds Important: The Quality Companion Dashboard is no longer available.
More informationIntroduction To Microsoft Office PowerPoint 2007. Bob Booth July 2008 AP-PPT5
Introduction To Microsoft Office PowerPoint 2007. Bob Booth July 2008 AP-PPT5 University of Sheffield Contents 1. INTRODUCTION... 3 2. GETTING STARTED... 4 2.1 STARTING POWERPOINT... 4 3. THE USER INTERFACE...
More informationPetrel TIPS&TRICKS from SCM
Petrel TIPS&TRICKS from SCM Knowledge Worth Sharing Histograms and SGS Modeling Histograms are used daily for interpretation, quality control, and modeling in Petrel. This TIPS&TRICKS document briefly
More informationMicrosoft Excel 2010 Part 3: Advanced Excel
CALIFORNIA STATE UNIVERSITY, LOS ANGELES INFORMATION TECHNOLOGY SERVICES Microsoft Excel 2010 Part 3: Advanced Excel Winter 2015, Version 1.0 Table of Contents Introduction...2 Sorting Data...2 Sorting
More informationDATASTREAM CHARTING ADVANCED FEATURES
DATASTREAM DATASTREAM CHARTING ADVANCED FEATURES Thomson Reuters Training Creating and customizing complex charts is easy with Datastream Charting. The full breadth and depth of Datastream s vast database
More informationProject Initiation and Revision Training Manual. Table of Contents
for Engineering and Construction v.4.1 Project Initiation and Revision Training Class Conducted by Evans Technology June 2005 Table of Contents Introduction to Primavera... 3 Project Management (P3eC)...
More informationDirections for Frequency Tables, Histograms, and Frequency Bar Charts
Directions for Frequency Tables, Histograms, and Frequency Bar Charts Frequency Distribution Quantitative Ungrouped Data Dataset: Frequency_Distributions_Graphs-Quantitative.sav 1. Open the dataset containing
More informationUsing Excel (Microsoft Office 2007 Version) for Graphical Analysis of Data
Using Excel (Microsoft Office 2007 Version) for Graphical Analysis of Data Introduction In several upcoming labs, a primary goal will be to determine the mathematical relationship between two variable
More informationPower Point 2003 Table of Contents
Power Point 2003 Table of Contents Creating a Presentation... 2 Selecting Background and Format for Slide... 3 Creating the Title Slide... 4 Adding a New Slide... 5 Types of Text for a Slide: Taken from
More informationScatter Plots with Error Bars
Chapter 165 Scatter Plots with Error Bars Introduction The procedure extends the capability of the basic scatter plot by allowing you to plot the variability in Y and X corresponding to each point. Each
More informationGamma Distribution Fitting
Chapter 552 Gamma Distribution Fitting Introduction This module fits the gamma probability distributions to a complete or censored set of individual or grouped data values. It outputs various statistics
More informationIntro to Excel spreadsheets
Intro to Excel spreadsheets What are the objectives of this document? The objectives of document are: 1. Familiarize you with what a spreadsheet is, how it works, and what its capabilities are; 2. Using
More informationCalibration and Linear Regression Analysis: A Self-Guided Tutorial
Calibration and Linear Regression Analysis: A Self-Guided Tutorial Part 1 Instrumental Analysis with Excel: The Basics CHM314 Instrumental Analysis Department of Chemistry, University of Toronto Dr. D.
More informationMARS STUDENT IMAGING PROJECT
MARS STUDENT IMAGING PROJECT Data Analysis Practice Guide Mars Education Program Arizona State University Data Analysis Practice Guide This set of activities is designed to help you organize data you collect
More information14.1. bs^ir^qfkd=obcib`qflk= Ñçê=emI=rkfuI=~åÇ=léÉåsjp=eçëíë
14.1 bs^ir^qfkd=obcib`qflk= Ñçê=emI=rkfuI=~åÇ=léÉåsjp=eçëíë bî~äì~íáåö=oéñäéåíáçå=ñçê=emi=rkfui=~åç=lééåsjp=eçëíë This guide walks you quickly through key Reflection features. It covers: Getting Connected
More informationSOFTWARE GUIDE PM1405 DATA PROCESSING SOFTWARE
SOFTWARE GUIDE PM1405 DATA PROCESSING SOFTWARE Equipment Software Manufacturer Survey meter РМ1405 "РМ1405 Software" Polimaster Copyright Polimaster 2015. All rights reserved. According Copyright protection
More informationHOW TO START WORKING WITH P2WARE PROJECT MANAGER 7?
HOW TO START WORKING WITH P2WARE PROJECT MANAGER 7? This document contains introduction to P2ware Project Manager 7 views (P2ware Project Manager 7 walkthrough) and shows how to create high quality plans
More informationMicrosoft PowerPoint 2010 Handout
Microsoft PowerPoint 2010 Handout PowerPoint is a presentation software program that is part of the Microsoft Office package. This program helps you to enhance your oral presentation and keep the audience
More informationRight-click the Start button and select Properties. Click the Customize button and choose from the options displayed:
What s New in Windows 7 & Office 2010 www.salford.ac.uk/library Contents 1 Windows 7... 2 2 General Office 2010... 4 3 Access... 5 4 Excel 2010... 7 5 Outlook... 8 6 PowerPoint... 9 7 Word... 10 1 (KS
More informationTools for Excel Modeling. Introduction to Excel2007 Data Tables and Data Table Exercises
Tools for Excel Modeling Introduction to Excel2007 Data Tables and Data Table Exercises EXCEL REVIEW 2009-2010 Preface Data Tables are among the most useful of Excel s tools for analyzing data in spreadsheet
More informationThere are six different windows that can be opened when using SPSS. The following will give a description of each of them.
SPSS Basics Tutorial 1: SPSS Windows There are six different windows that can be opened when using SPSS. The following will give a description of each of them. The Data Editor The Data Editor is a spreadsheet
More informationData Analysis. Using Excel. Jeffrey L. Rummel. BBA Seminar. Data in Excel. Excel Calculations of Descriptive Statistics. Single Variable Graphs
Using Excel Jeffrey L. Rummel Emory University Goizueta Business School BBA Seminar Jeffrey L. Rummel BBA Seminar 1 / 54 Excel Calculations of Descriptive Statistics Single Variable Graphs Relationships
More informationUsing Microsoft Excel to Plot and Analyze Kinetic Data
Entering and Formatting Data Using Microsoft Excel to Plot and Analyze Kinetic Data Open Excel. Set up the spreadsheet page (Sheet 1) so that anyone who reads it will understand the page (Figure 1). Type
More informationWhat is a Mail Merge?
NDUS Training and Documentation What is a Mail Merge? A mail merge is generally used to personalize form letters, to produce mailing labels and for mass mailings. A mail merge can be very helpful if you
More informationHow To Analyze Data In Excel 2003 With A Powerpoint 3.5
Microsoft Excel 2003 Data Analysis Larry F. Vint, Ph.D lvint@niu.edu 815-753-8053 Technical Advisory Group Customer Support Services Northern Illinois University 120 Swen Parson Hall DeKalb, IL 60115 Copyright
More informationMicrosoft Project 2013
CALIFORNIA STATE UNIVERSITY, LOS ANGELES INFORMATION TECHNOLOGY SERVICES Microsoft Project 2013 Summer 2014, Version 1.0 Table of Contents Introduction...2 Overview of the User Interface...2 Creating a
More informationMicrosoft Office Excel 2007 Key Features. Office of Enterprise Development and Support Applications Support Group
Microsoft Office Excel 2007 Key Features Office of Enterprise Development and Support Applications Support Group 2011 TABLE OF CONTENTS Office of Enterprise Development & Support Acknowledgment. 3 Introduction.
More informationExcel & Visual Basic for Applications (VBA)
Excel & Visual Basic for Applications (VBA) The VBA Programming Environment Recording Macros Working with the Visual Basic Editor (VBE) 1 Why get involved with this programming business? If you can't program,
More informationHow To Use Excel With A Calculator
Functions & Data Analysis Tools Academic Computing Services www.ku.edu/acs Abstract: This workshop focuses on the functions and data analysis tools of Microsoft Excel. Topics included are the function
More informationEngineering Problem Solving and Excel. EGN 1006 Introduction to Engineering
Engineering Problem Solving and Excel EGN 1006 Introduction to Engineering Mathematical Solution Procedures Commonly Used in Engineering Analysis Data Analysis Techniques (Statistics) Curve Fitting techniques
More informationUsing Excel for Handling, Graphing, and Analyzing Scientific Data:
Using Excel for Handling, Graphing, and Analyzing Scientific Data: A Resource for Science and Mathematics Students Scott A. Sinex Barbara A. Gage Department of Physical Sciences and Engineering Prince
More informationUsing Analysis Tools: Goal Seek, Solver, and Data Tables
CHAPTER Using Analysis Tools: Goal Seek, Solver, and Data Tables In this chapter Analyzing Your Data with Excel 646 Using Goal Seek 646 Using Solver 650 Creating Amortization Tables to Calculate Mortgage
More information0 Introduction to Data Analysis Using an Excel Spreadsheet
Experiment 0 Introduction to Data Analysis Using an Excel Spreadsheet I. Purpose The purpose of this introductory lab is to teach you a few basic things about how to use an EXCEL 2010 spreadsheet to do
More informationExcel 2007 Basic knowledge
Ribbon menu The Ribbon menu system with tabs for various Excel commands. This Ribbon system replaces the traditional menus used with Excel 2003. Above the Ribbon in the upper-left corner is the Microsoft
More informationLEGENDplex Data Analysis Software
LEGENDplex Data Analysis Software Version 7.0 User Guide Copyright 2013-2014 VigeneTech. All rights reserved. Contents Introduction... 1 Lesson 1 - The Workspace... 2 Lesson 2 Quantitative Wizard... 3
More informationExcel 2007 A Beginners Guide
Excel 2007 A Beginners Guide Beginner Introduction The aim of this document is to introduce some basic techniques for using Excel to enter data, perform calculations and produce simple charts based on
More informationMicrosoft Excel Tutorial
Microsoft Excel Tutorial by Dr. James E. Parks Department of Physics and Astronomy 401 Nielsen Physics Building The University of Tennessee Knoxville, Tennessee 37996-1200 Copyright August, 2000 by James
More informationSample- for evaluation only. Advanced PowerPoint. TeachUcomp, Inc. A Presentation of TeachUcomp Incorporated. Copyright TeachUcomp, Inc.
A Presentation of TeachUcomp Incorporated. Copyright TeachUcomp, Inc. 2010 Advanced PowerPoint TeachUcomp, Inc. it s all about you Copyright: Copyright 2010 by TeachUcomp, Inc. All rights reserved. This
More informationELECTRO-MECHANICAL PROJECT MANAGEMENT
CHAPTER-9 ELECTRO-MECHANICAL PROJECT MANAGEMENT Y K Sharma,SDE(BS-E), 9412739241(M) E-Mail ID: yogeshsharma@bsnl.co.in Page: 1 Electro-mechanical Project Management using MS Project Introduction: When
More informationMSP How to guide session 2 (Resources & Cost)
MSP How to guide session 2 (Resources & Cost) 1. Introduction Before considering resourcing the schedule it is important to ask yourself one key question as it will require effort from the scheduler or
More informationMicrosoft Migrating to PowerPoint 2010 from PowerPoint 2003
In This Guide Microsoft PowerPoint 2010 looks very different, so we created this guide to help you minimize the learning curve. Read on to learn key parts of the new interface, discover free PowerPoint
More informationStaying Organized with the Outlook Journal
CHAPTER Staying Organized with the Outlook Journal In this chapter Using Outlook s Journal 362 Working with the Journal Folder 364 Setting Up Automatic Email Journaling 367 Using Journal s Other Tracking
More information03 The full syllabus. 03 The full syllabus continued. For more information visit www.cimaglobal.com PAPER C03 FUNDAMENTALS OF BUSINESS MATHEMATICS
0 The full syllabus 0 The full syllabus continued PAPER C0 FUNDAMENTALS OF BUSINESS MATHEMATICS Syllabus overview This paper primarily deals with the tools and techniques to understand the mathematics
More informationCreate a Poster Using Publisher
Contents 1. Introduction 1. Starting Publisher 2. Create a Poster Template 5. Aligning your images and text 7. Apply a background 12. Add text to your poster 14. Add pictures to your poster 17. Add graphs
More informationSHAREPOINT 2010 FOUNDATION FOR END USERS
SHAREPOINT 2010 FOUNDATION FOR END USERS WWP Training Limited Page i SharePoint Foundation 2010 for End Users Fundamentals of SharePoint... 6 Accessing SharePoint Foundation 2010... 6 Logging in to your
More informationOVERVIEW. Microsoft Project terms and definitions
PROJECT 2003 DISCLAIMER: This reference guide is meant for experienced Microsoft Project users. It provides a list of quick tips and shortcuts for familiar features. This guide does NOT replace training
More informationChapter Topics. Technology in Action. Productivity Software. Application Software 12/18/2008. System Software vs. Application Software
Technology in Action Chapter 4 Application Software: Programs That Let You Work and Play 2009 Prentice-Hall, Inc. 1 Chapter Topics Application vs. system software Productivity software Multimedia software
More informationDiskPulse DISK CHANGE MONITOR
DiskPulse DISK CHANGE MONITOR User Manual Version 7.9 Oct 2015 www.diskpulse.com info@flexense.com 1 1 DiskPulse Overview...3 2 DiskPulse Product Versions...5 3 Using Desktop Product Version...6 3.1 Product
More informationExcel 2003 A Beginners Guide
Excel 2003 A Beginners Guide Beginner Introduction The aim of this document is to introduce some basic techniques for using Excel to enter data, perform calculations and produce simple charts based on
More informationSPSS Explore procedure
SPSS Explore procedure One useful function in SPSS is the Explore procedure, which will produce histograms, boxplots, stem-and-leaf plots and extensive descriptive statistics. To run the Explore procedure,
More informationSummary of important mathematical operations and formulas (from first tutorial):
EXCEL Intermediate Tutorial Summary of important mathematical operations and formulas (from first tutorial): Operation Key Addition + Subtraction - Multiplication * Division / Exponential ^ To enter a
More informationBeginning Microsoft Project
Beginning Microsoft Project BEGINNING MICROSOFT PROJECT...1 WHAT IS PROJECT? WHAT IS IT USED FOR?...1 PROJECT WINDOWS... 1 Views and Tables...1 PHASE 1: PLANNING AND SETTING UP PROJECT...2 PLANNING AND
More informationWhat's New in BarTender 2016
What's New in BarTender 2016 WHITE PAPER Contents Introduction 3 64-bit BarTender Installation 3 Data Entry Forms 3 BarTender Integration Builder 3 BarTender Print Portal 3 Other Upgrades 3 64-bit BarTender
More informationMICROSOFT OFFICE ACCESS 2007 - NEW FEATURES
MICROSOFT OFFICE 2007 MICROSOFT OFFICE ACCESS 2007 - NEW FEATURES Exploring Access Creating and Working with Tables Finding and Filtering Data Working with Queries and Recordsets Working with Forms Working
More informationORACLE S PRIMAVERA RISK ANALYSIS
ORACLE S PRIMAVERA RISK ANALYSIS KEY FEATURES Risk Analysis Guide Schedule Check Templated Quick Risk Risk Register Wizard Risk Register Risk Analysis Every project has risks. The organizations that succeed
More information