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From SigmaXL: These are some of the SigmaXL features: Data Manipulation: Subset by Category, Number, Date or Random Stack Subgroups Across Rows Random Number Generator Templates & Calculators: DMAIC & DFSS Templates Lean Templates Probability Distribution Calculators MSA Templates Process Sigma Level - Discrete and Continuous Process Capability & Confidence Intervals Graphical Tools: Basic and Advance (Multiple) Pareto Charts EZ-Pivot/Pivot Charts Basic Histogram Multiple Histograms and Descriptive Statistics Multiple Histograms and Process Capability Multiple Boxplots, Dotplots Measurement Systems Analysis: Create Gage R&R (Crossed) Worksheet Analyze Gage R&R (Crossed) Attribute MSA (Binary) Process Capability: Multiple Histograms and Process Capability Capability Combination Report for Individuals/Subgroups Capability Combination Report for Nonnormal Data (individuals) Distribution Fitting Report Statistical Tools: P-values turn red when results are significant Descriptive Statistics including Anderson-Darling Normality test, Skewness and Kurtosis with p-values 1 Sample t-test and confidence intervals Paired t-test, 2 Sample t-test 2 Sample comparison tests One-Way ANOVA and Means Matrix Two-Way ANOVA (Balanced and Unbalanced) Equal Variance Tests (Barlett, Levene and Welch's ANOVA) Correlation Matrix (Pearson and Spearman's Rank Correlation) Multiple Linear Regression Binary and Ordinal Logistic Regression Chi-Square Test (Stacked Column data and Two-Way Table data) Nonparametric Tests Design of Experiments: Generalte 2-Level Factorial and Plackett-Burman Screening Designs Basic DOE Templates Main Effects & Interaction Plots Analyze 2-Level Factorial and Plackett-Burman Screening Designs Control Charts: Control Chart Selection Tool Individuals, Individuals & Moving Range X-Bar & R, X-Bar & S I-MR-R, I-MR-S (Between/Within).
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The following is a comparison of various add-in packages available to do Monte Carlo probabilistic modeling and risk analysis. Add-ins covered are for Microsoft Excel on Windows. Mac software and tools for other platforms, such as R or Matlab are not included.
Decision-making software is reviewed separately.
General information[edit]
| Name | Company name | Office location(s) | Product first released | Last stable version | Software license | License options | System Requirements | Spreadsheet used |
|---|---|---|---|---|---|---|---|---|
| @RISK Industrial[1] | Palisade Corporation | Australia, Japan, UK, USA | 1987 | 7.5 | Proprietary | Single user, network license | Windows XP+ | Excel32-bit (Excel 2007+), Excel64-bit |
| @RISK Professional[1] | Palisade Corporation | Australia, Japan, UK, USA | 1987 | 7.5 | Proprietary | Single user, network license | Windows XP+ | Excel32-bit (Excel 2007+), Excel64-bit |
| Argo[2] | Booz Allen Hamilton | USA | 2012 | 4.1 | Freeware | N/A | Windows XP+ | Excel32-bit (Excel 2007+), Excel64-bit |
| Crystal Ball[3] | Oracle Corporation | USA | 1987 | 11.1.4.4 | Proprietary | Single user | Windows 2003+ | Excel32-bit (Excel 2003+), Excel64-bit |
| Crystal Ball + Decision Optimizer[3] | Oracle Corporation | USA | 1987 | 11.1.4.4 | Proprietary | Single user | Windows 2003+ | Excel32-bit (Excel 2003+), Excel64-bit |
| DiscoverSim + SigmaXL[4] | SigmaXL Inc. | Canada | 2012 | 2.1 | Proprietary | Single user | Windows Vista+ | Excel32-bit (Excel 2010+), Excel64-bit |
| Ersatz[5] | Epigear | Australia | 2009 | 1.3 | Proprietary | Single user | Windows 2000+ | Excel32-bit (Excel 2003+), Excel64-bit |
| MC FLO[6] | MC FLOsim | Switzerland | 2016 | Sofía I. | Proprietary | Single user | Windows 2000+ | Excel32-bit (Excel 2010+), Excel64-bit |
| ModelRisk Complete[7] | Vose Software | Belgium, USA | 2008 | 6.1 | Proprietary | Single user, network license | Windows XP+ | Excel32-bit (Excel 2003+), Excel64-bit |
| ModelRisk Basic[7] | Vose Software | Belgium, USA | 2008 | 6.1 | Freeware | Single user | Windows XP+ | Excel32-bit (Excel 2003+), Excel64-bit |
| Monte Carnival[8] | Monte Carnival | USA | 2018 | 1.0 | Proprietary | Single User | Windows 95+ | Excel32-bit (Excel 1997+), Excel64-bit |
| Quantum XL[9] | Sigmazone | USA | 2010 | 3.50.04 | Proprietary | Single user | Windows XP+ | Excel32-bit (Excel 2000+), Excel64-bit |
| Risk Analyzer | Add-ins.com | USA | 2003 | 11.02 | Proprietary | Single user | Windows 2000+ | Excel32-bit (Excel 97+), Excel64-bit |
| Risk Kit Suite[10] | Wehrspohn GmbH & Co. KG | Germany | 2007 | 6.0 | Proprietary | Free, single user, network license | Windows 2000+ | Excel32-bit (Excel 2003+), Excel64-bit |
| Risk Solver Pro[11] | Frontline Systems | USA | 2007 | 15.0 | Proprietary | Single user, network license | Windows XP+ | Excel32-bit (Excel 2003+), Excel64-bit, Excel Online |
| Risk Solver Pro + Premium Solver Pro[11] | Frontline Systems | USA | 2007 | 15.0 | Proprietary | Single user, network license | Windows XP+ | Excel32-bit (Excel 2003+), Excel64-bit, Excel Online |
| RiskAmp Personal[12] | Structured Data LLC | USA | 2005 | 11.5 | Proprietary | Single user | Windows 2000+ | Excel32-bit (Excel 2003+), Excel64-bit |
| RiskAmp Professional[12] | Structured Data LLC | USA | 2005 | 11.5 | Proprietary | Single user | Windows 2000+ | Excel32-bit (Excel 2003+), Excel64-bit |
| SAFE TOOLBOXES[13] | Safe Quantitative Technologies | USA | 2016 | 1.0 | Proprietary | Single user | Windows 2000+ | Excel32-bit (Excel 2003+), Excel64-bit |
| Simtools xla[14] | Roger Myerson, University of Chicago | USA | ? | 3.31a | Freeware | N/A | Windows 95+ | Excel32-bit (Excel 5+) |
| Similar[15] | Luciano Machain | Argentina | ? | 2.5 | Freeware | N/A | Windows XP+ | Excel32-bit (Excel 2003+) |
| Simulation Master Premium[16] | Vortarus Technologies LLC | USA | 2017 | 18.12.03 | Proprietary | Single user | Windows XP+ | Excel32-bit (Excel 2007+), Excel64-bit |
| Simulation Master Standard[16] | Vortarus Technologies LLC | USA | 2017 | 18.09.01 | Proprietary | Single user | Windows XP+ | Excel32-bit (Excel 2007+), Excel64-bit |
| Tukhi[17] | KALX, LLC | USA | ? | 0.2.11.5 | Freeware | N/A | Windows 95+ | Excel32-bit (Excel 5+) |
| YASAI[18] and YASAIw[19] | Rutgers University and Washington State Department of Ecology | USA | 2001 | 2.4, 2.0w29 | Freeware, Open source | N/A | Windows 95+ | Excel32-bit (Excel 97+), Excel64-bit |
Technical specification I[edit]
| Name | Distribution fitting | Correlation fitting[20] | Time series fitting | Decision trees | Optimizer included | Database connectivity | VBA calls to functions[21] | C++ calls to functions[22] | Six sigma supported |
|---|---|---|---|---|---|---|---|---|---|
| @RISK Industrial | Yes | Yes | Yes | PrecisionTree option | Yes | No | Yes | Yes | Yes |
| @RISK Professional | Yes | Yes | No | PrecisionTree option | No | No | Yes | Yes | Yes |
| Argo | No | Yes | No | No | Yes | No | No | No | No |
| Crystal Ball | Yes | No | Yes | No | No | No | Yes | No | Yes |
| Crystal Ball + Decision Optimizer | Yes | No | Yes | No | Yes | No | Yes | No | Yes |
| Crystal Ball EPM + Decision Optimizer | Yes | No | Yes | No | Yes | Yes | Yes | No | Yes |
| DiscoverSim + SigmaXL | Yes | Yes | No | No | Yes | No | No | No | Yes |
| Ersatz | No | No | No | No | Yes | No | No | No | No |
| MC FLO | Yes | Yes | Yes | No | No | No | No | No | No |
| ModelRisk Complete | Yes | Yes | Yes | No | No | Yes | Yes | Yes | Yes |
| ModelRisk Basic | Yes | Yes | Yes | No | No | No | Yes | Yes | No |
| Monte Carnival | No | No | No | No | No | No | No | No | No |
| Quantum XL | Yes | No | No | No | Yes | No | No | No | Yes |
| Risk Analyzer | No | No | No | No | No | No | No | No | No |
| Risk Kit Suite | Yes | Yes | Yes | No | No | No | Yes | Yes[23] | No |
| Risk Solver Pro | Yes | No | XLMiner option | Yes | No | XLMiner option | Yes | Yes | Yes |
| Risk Solver Pro + Premium Solver Pro | Yes | No | XLMiner option | Yes | Yes | XLMiner option | Yes | Yes | Yes |
| RiskAmp Personal | No | No | No | No | No | No | No | No | No |
| RiskAmp Professional | No | No | No | No | No | No | No | No | No |
| SAFE TOOLBOXES | Yes | Yes | Yes | No | No | No | Yes | No | Yes |
| Simtools xla | No | No | No | Functions / macros | No | No | Yes | No | No |
| Similar | Yes | No | No | No | Yes | No | Yes | Yes | No |
| Simulation Master Premium | Yes | Yes | Yes | DTace option | Yes | No | Yes | No | No |
| Simulation Master Standard | No | No | No | DTace option | No | No | No | No | No |
| YASAI and YASAIw | No | No | No | No | No | No | Yes | No | No |
Technical specification II[edit]
| Name | Converters for | Probability calculation functions[24] | UDF error analysis[25] | Extreme value modeling[26] | Expert elicitation tools[27] | Data previsualizer | ODE and numerical integration | Assumption library |
|---|---|---|---|---|---|---|---|---|
| @RISK Industrial | Crystal Ball | Yes | No | No | Yes | Yes | No | Yes |
| @RISK Professional | Crystal Ball | Yes | No | No | Yes | Yes | No | Yes |
| Argo | No | Yes | No | No | No | Yes | No | No |
| Crystal Ball | No | Yes | No | No | No | Yes | No | No |
| Crystal Ball + Decision Optimizer | No | Yes | No | No | No | Yes | No | No |
| DiscoverSim + SigmaXL | No | Yes | No | No | No | Yes | No | No |
| Ersatz | No | No | No | No | No | No | No | No |
| MC FLO | No | Yes | Yes | No | Yes | Yes | No | No |
| ModelRisk Complete | Crystal Ball, @RISK | Yes | Yes | Yes | Yes | Yes | Yes | Yes |
| ModelRisk Basic | Crystal Ball, @RISK | No | Yes | No | No | No | No | No |
| Monte Carnival | No | No | No | No | No | No | No | No |
| Quantum XL | No | No | No | No | No | No | No | No |
| Risk Analyzer | No | No | No | No | No | No | No | No |
| Risk Kit Suite | No | Yes | Yes | Yes | Yes | Yes | No | No |
| Risk Solver Pro | No | No | No | No | No | No | No | No |
| Risk Solver Pro + Premium Solver Pro | No | No | No | No | No | No | No | No |
| RiskAmp Personal | No | No | No | No | No | No | No | No |
| RiskAmp Professional | No | No | No | No | No | No | No | No |
| SAFE TOOLBOXES | No | Yes | No | Yes | No | Yes | Yes | Yes |
| Simtools xla | No | No | No | No | No | No | No | No |
| Similar | No | No | No | No | No | No | No | No |
| Simulation Master Premium | No | No | Yes | No | No | No | No | No |
| Simulation Master Standard | No | No | Yes | No | No | No | No | No |
| YASAI and YASAIw | No | No | No | No | No | No | No | No |
Simulation Controls[edit]
| Name | Control of seed values | Maximum numbers of draws[28] | Random number generator | Lock / unlock random variables[29] | Multiple simulation runs[30] | Run macros before/after simulation[31] | Stop run when output generates error[32] | Apply specific sample in model[33] | Precision control[34] | Spreadsheet interpreter[35] | Sampling method[36] |
|---|---|---|---|---|---|---|---|---|---|---|---|
| @RISK Industrial | Yes | Unlimited | Several | Yes | Yes | Yes | Yes | Yes | Yes | No | MC, LHS |
| @RISK Professional | Yes | Unlimited | Several | Yes | Yes | Yes | Yes | Yes | Yes | No | MC, LHS |
| Argo | Yes | 20000 | Mersenne Twister | Yes | No | No | No | Yes | No | Yes | MC, LHS |
| Crystal Ball | Yes | Unlimited | MCG[37] | Yes | Yes | Yes | Yes | No | Yes | Yes | MC, LHS |
| Crystal Ball + Decision Optimizer | Yes | Unlimited | MCG[37] | Yes | Yes | Yes | Yes | No | Yes | Yes | MC, LHS |
| DiscoverSim + SigmaXL | Yes | 1e7 | Marsaglia KISS + Monster | No | No | No | No | No | No | Yes | MC, LHS |
| Ersatz | No | Unlimited | 7 RNGs | Yes | Yes | Yes | No | No | No | No | MC |
| MC FLO | Yes | Unlimited / Constrained by Excel | Mersenne Twister | Yes | No | No | Yes | Yes | No | No | MC |
| ModelRisk Complete | Yes | Unlimited | Mersenne Twister | Yes | Yes | Yes | Yes | Yes | Yes | No | MC |
| ModelRisk Basic | Yes | Unlimited | Mersenne Twister | Yes | Yes | Yes | Yes | Yes | Yes | No | MC |
| Monte Carnival | No | Unlimited | Several | Yes | Yes | No | Yes | No | No | No | |
| Quantum XL | No | 10000 | Mersenne Twister | No | No | No | No | No | Yes | Yes | MC |
| Risk Analyzer | No | Constrained by Excel | ? | No | No | No | No | No | No | No | MC |
| Risk Kit Suite | Yes | Unlimited | Mersenne Twister | No | Yes | Yes | Yes | No | No | No | MC |
| Risk Solver Pro | Yes | Unlimited | Several | Yes | Yes | Yes | No | Yes | No | Yes | MC, LHS, Sobol |
| Risk Solver Pro + Premium Solver Pro | Yes | Unlimited | Several | Yes | Yes | Yes | No | Yes | No | Yes | MC, LHS, Sobol |
| RiskAmp Personal | Yes | Constrained by Excel | Mersenne Twister | Yes | No | No | No | No | No | No | MC, LHS |
| RiskAmp Professional | Yes | Constrained by Excel | Mersenne Twister | Yes | No | No | No | No | No | No | MC, LHS |
| SAFE TOOLBOXES | Yes | Unlimited | Mersenne Twister, RanLux and GFSRG | Yes | Yes | Yes | No | Yes | No | No | MC, Antithetic, Fauré,Halton |
| Simtools xla | No | Constrained by Excel | Excel's RAND | No | No | No | No | No | No | No | MC |
| Similar | No | Constrained by Excel | ? | Yes | No | No | No | No | No | No | MC |
| Simulation Master Premium | Yes | Constrained by Excel | MCG[37], Excel's RAND | Yes | Yes | No | No | No | No | No | MC |
| Simulation Master Standard | Yes | Constrained by Excel | MCG[37], Excel's RAND | Yes | No | No | No | No | No | No | MC |
| YASAI and YASAIw | Yes | Constrained by Excel | L'Ecuyer's MRG32k3a[38] | No | Yes | Yes | No | No | No | No | MC |
Reporting results[edit]
| Name | Includes reporting tool | Report export formats[39] | Save and retrieve results | Editing of graphs[40] | Histogram | Cumulative | Time series plot | Spider[41] | Tornado | Scatter | Pareto | Box | Statistics | Simulation data | Results filtering[42] |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| @RISK Industrial | Yes | Excel, bitmap | Yes | Yes | Yes | Yes | Yes | Yes | Yes | Yes | Yes | Yes | Yes | Yes | Yes |
| @RISK Professional | Yes | Excel, bitmap | Yes | Yes | Yes | Yes | Yes | Yes | Yes | Yes | Yes | Yes | Yes | Yes | Yes |
| Argo | Yes | Excel, bitmap | Yes | Yes | Yes | Yes | No | Yes | Yes | Yes | No | No | Yes | Yes | No |
| Crystal Ball | Yes | Excel | Yes | Yes | Yes | Yes | Yes | Yes | Yes | Yes | Yes | No | Yes | Yes | Yes |
| Crystal Ball + Decision Optimizer | Yes | Excel | Yes | Yes | Yes | Yes | Yes | Yes | Yes | Yes | Yes | No | Yes | Yes | Yes |
| DiscoverSim + SigmaXL | Yes | Excel | Yes | Yes | Yes | No | Yes | No | Yes | Yes | Yes | Yes | Yes | Yes | Yes |
| Ersatz | No | Excel | Yes | Yes | Yes | No | No | No | Yes | Yes | No | No | Yes | No | No |
| MC FLO | Yes | Excel | Yes | Yes | Yes | Yes | Yes | N/A | Yes | Yes | Yes | N/A | Yes | Yes | Yes |
| ModelRisk Complete | Yes | PDF, PowerPoint, Word, Excel, ModelRisk ResultsViewer, bitmap | Yes | Yes | Yes | Yes | Yes | Yes | Yes | Yes | Yes | Yes | Yes | Yes | Yes |
| ModelRisk Basic | Yes | PDF, PowerPoint, Word, Excel, ModelRisk ResultsViewer, bitmap | Yes | Yes | Yes | Yes | Yes | Yes | Yes | Yes | Yes | Yes | Yes | Yes | Yes |
| Monte Carnival | Yes | Excel | Yes | Yes | No | No | No | No | No | No | No | No | Yes | Yes | |
| Quantum XL | No | N/A | Excel | N/A | N/A | N/A | N/A | N/A | N/A | N/A | N/A | N/A | N/A | N/A | N/A |
| Risk Analyzer | No | N/A | Excel | N/A | N/A | N/A | N/A | N/A | N/A | N/A | N/A | N/A | N/A | N/A | N/A |
| Risk Kit Suite | Yes | Excel | No | Yes | Yes | Yes | Yes | Yes | Yes | Yes | Yes | Yes | Yes | Yes | No |
| Risk Solver Pro | Yes | Excel | Yes | Yes | Yes | Yes | Yes | Yes | Yes | Yes | No | Yes | Yes | Yes | Yes |
| Risk Solver Pro + Premium Solver Pro | Yes | Excel | Yes | Yes | Yes | Yes | Yes | Yes | Yes | Yes | No | Yes | Yes | Yes | Yes |
| RiskAmp Personal | No | Excel | N/A | N/A | N/A | N/A | N/A | N/A | N/A | N/A | N/A | N/A | N/A | N/A | N/A |
| RiskAmp Professional | No | Excel | N/A | N/A | N/A | N/A | N/A | N/A | N/A | N/A | N/A | N/A | N/A | N/A | N/A |
| SAFE TOOLBOXES | Yes | Not required. | Yes | Yes | Yes | Yes | Yes | No | No | Yes | No | Yes | Yes | Yes | Yes |
| Simtools xla | No | Excel | N/A | N/A | N/A | N/A | N/A | N/A | N/A | N/A | N/A | N/A | N/A | N/A | N/A |
| Similar | No | Excel | N/A | N/A | Yes | Yes | N/A | Yes | Yes | N/A | N/A | N/A | Yes | Yes | N/A |
| Simulation Master Premium | Yes | Excel | Yes | Yes | Yes | Yes | Yes | Yes | Yes | Yes | No | No | Yes | Yes | No |
| Simulation Master Standard | Yes | Excel | Yes | Yes | Yes | Yes | No | Yes | Yes | Yes | No | No | Yes | Yes | No |
| YASAI and YASAIw | No | Excel | N/A | N/A | N/A | N/A | N/A | N/A | N/A | N/A | N/A | N/A | N/A | Yes | N/A |
Help file, support and training[edit]
| Name | UDFs linked to help file[43] | Interfaces linked to help file[44] | Help file in PDF | Help file online | Technical support available | Language versions[45] | Online videos | Online training | Onsite training |
|---|---|---|---|---|---|---|---|---|---|
| @RISK Industrial | Yes | Yes | Yes | Yes | Yes | ZH, EN, FR, DE, JA, PT, ES | Yes | Yes | Yes |
| @RISK Professional | Yes | Yes | Yes | Yes | Yes | ZH, EN, FR, DE, JA, PT, ES | Yes | Yes | Yes |
| Argo | No | No | Yes | Yes | Yes | EN | No | No | Yes |
| Crystal Ball | No | Yes | Yes | Yes | Yes | EN, JA, ES, DE, FR, PT | Yes | Yes | Via Partners |
| Crystal Ball + Decision Optimizer | No | Yes | Yes | Yes | Yes | EN, JA, ES, DE, FR, PT | Yes | Yes | Via Partners |
| DiscoverSim + SigmaXL | N/A | Yes | Yes | Yes | Yes | EN | Yes | No | Yes |
| Ersatz | No | No | Yes | Yes | Yes | EN | No | No | No |
| MC FLO | No | No | Yes | No | Yes | DE, EN, ES | Yes | No | No |
| ModelRisk Complete | Yes | Yes | Yes | Yes | Yes | EN | Yes | Yes | Yes |
| ModelRisk Basic | Yes | Yes | Yes | Yes | Yes | EN | Yes | Yes | Yes |
| Monte Carnival | Yes | Yes | Yes | Yes | Yes | EN | Yes | No | No |
| Quantum XL | N/A | Yes | No | No | Yes | EN | No | No | Yes |
| Risk Analyzer | N/A | N/A | No | No | Yes | EN | No | ? | ? |
| Risk Kit Suite | Yes | Yes | No | No | Yes | EN, FR, DE | Yes | No | Yes |
| Risk Solver Pro | Yes | Yes | Yes | Yes | Yes | EN | Yes | Yes | Yes |
| Risk Solver Pro + Premium Solver Pro | Yes | Yes | Yes | Yes | Yes | EN | Yes | Yes | Yes |
| RiskAmp Personal | No | No | Yes | Yes | Yes | EN | No | No | No |
| RiskAmp Professional | No | No | Yes | Yes | Yes | EN | No | No | No |
| SAFE TOOLBOXES | No | No | No | Yes | Yes | EN | Yes | No | No |
| Simtools xla | No | No | No | No | No | EN | No | No | No |
| Similar | No | No | Yes | No | Yes | EN, ES | No | No | No |
| Simulation Master Premium | No | Yes | Yes | Yes | Yes | EN | Yes | No | No |
| Simulation Master Standard | No | Yes | Yes | Yes | Yes | EN | Yes | No | No |
| YASAI and YASAIw | No | No | No | No | No | EN | No | No | No |
See also[edit]
Sigmaxl Full Version Free Download Torrent Windows 7
Footnotes and references[edit]
Full Version Free Download Games
- ^ ab@RISK manual version 7.0, Palisade Corporation http://www.palisade.com
- ^ Booz Allen Hamilton, Argo https://boozallen.github.io/argo/
- ^ abCrystal Ball manual: Oracle® Crystal Ball http://www.oracle.com/us/products/applications/crystalball/index.html, Fusion addition Release 11.1.1.3 Statistical Guide
- ^DiscoverSim Workbook: SigmaXL® DiscoverSim http://www.sigmaxl.com/DiscoverSim_Features.shtml
- ^Ersatz website: http://www.epigear.com/index_files/ersatz.html
- ^MC FLO online resources: https://www.mcflosim.ch/en/
- ^ abModelRisk online help file: http://www.vosesoftware.com/vosesoftware/ModelRiskHelp/
- ^'Monte Carlo Simulation Add-In for Microsoft Excel - Monte Carnival'. montecarnival.com. Retrieved 2018-01-16.
- ^Help file downloadable with software at http://www.sigmazone.com/
- ^The Risk Kit Suite is available as portable (no admin-rights required) or installer version. It consists of Risk Kit for Monte-Carlo simulations, Risk Kit R for advanced statistical analyses, and Risk Kit Data for an online data feed of financial data and social statistics from the European Central Bank ECB, the World Bank, the Federal Reserve Economic Data FRED, Eurostat and Yahoo!Finance. Risk Kit Suite on corporate website: http://www.wehrspohn.info/Wehrspohn-GmbH-Co-KG.656.0.html?&L=1
- ^ abRisk Solver online user guide: http://www.solver.com/suppxlsguide.htm
- ^ abRiskAmp online user guide: http://www.riskamp.com/library/howto.php
- ^SAFE TOOLBOXES website: http://www.safetoolboxes.com
- ^http://home.uchicago.edu/rmyerson/addins.htm#simt
- ^Help file downloadable with software at http://www.simularsoft.com.ar/
- ^ ab'Simulation Master - Monte Carlo Simulation Add-In for Excel'. Vortarus Technologies LLC. Retrieved 2018-01-28.
- ^http://tukhi.com/
- ^http://www.yasai.rutgers.edu/
- ^http://www.ecy.wa.gov/programs/eap/models.html
- ^Excel has tools for calculating correlation statistics for a data set. This refers to the software's ability to fit correlation structures to a data set and, where more than one correlation structure is available, to compare the levels of fit.
- ^Some add-ins provide VBA versions of their UDFs, which allow the user to build their own stochastic UDFs in VBA. Some add-ins also provide VBA functions that control a simulation. This allows the user to create VBA macros that will automatically run simulations and generate results.
- ^Some add-ins allow calls to C++ routines. These allow the user to create a stand-alone DLL that represents a part of the model which needs to be as fast as possible by making use of the faster performance of the original code (usually C++)
- ^Integrable as .NET-assembly
- ^Provides the facility to calculate probability mass (or density), cumulative probability, moments, etc. of a distribution directly in the spreadsheet.
- ^Standard error messages like #VALUE! when an input parameter is invalid is replaced by a message describing the reason of the error.
- ^Tools to evaluate the distribution of the minimum or maximum sample from a set of IIDs
- ^Graphical interfaces to facilitate determining distribution of uncertainty of some model parameter based on expert opinion.
- ^Some add-ins do not have a custom results viewer and export the data directly into the spreadsheet for analysis using the spreadsheet's native charting and statistical tools. The number of draws is then restricted by the ability of the spreadsheet to handle the size of the generated data.
- ^The ability to replace a random variable with a fixed value.
- ^Some add-ins allow the user to automatically run a model multiple times replacing decision variables with different values for each simulation run
- ^Some add-ins allow the user to run a VBA macro before a simulation (e.g. to import data from an external source), after a simulation (e.g. to export the results to a database) or before or after a random draw of the model (e.g. to perform an optimization).
- ^Stopping a simulation run when an output variable generates an error is a useful feature for debugging a model
- ^After a simulation run the user is able to insert a specific generated result back into the spreadsheet. This is useful, for example, if one wants to investigate the generated scenario that created the greatest profit or loss.
- ^The ability to specify a required level of precision for output results, usually the accuracy with which the mean or a percentile of the output has been determined. Precision control will stop a simulation run when the required accuracy is achieved
- ^Some add-ins will create a compiled version of the spreadsheet model before simulation. This has the benefit of a far faster simulation speed, but will not work with many types of models e.g. models that include VBA calls or functions like OFFSET and VLOOKUP.
- ^Only Monte Carlo sampling is compatible with copula correlation structures. Using Latin Hypercube or Sobol sampling removes the possibility of using other correlation structures like Archimedean copulas.
- ^ abcdMultiplicative Congruential Generator
- ^L'Ecuyer et al. 2002. An object-oriented random-number package with many long streams and substreams. Operations Research 50(6)1073-1075. http://www.iro.umontreal.ca/~lecuyer/myftp/papers/streams00.pdf
- ^Exporting file formats to share graphical and statistical results.
- ^Ability to change colour schemes, fonts, add markers and legends, etc.
- ^See, for example: https://www.google.ca/search?q=spider+sensitivity+analysis&tbm=isch&tbo=u&source=univ&sa=X&ved=0ahUKEwjazfDmvOvJAhVJmR4KHTYJBO4QsAQIIA&biw=1920&bih=906
- ^The ability to select a subset of the simulation results (e.g. scenarios that result in a loss) thereby allowing the user to investigate scenarios of greatest interest.
- ^In Excel the Insert Function dialog box includes a 'Help on this function'-hyperlink. Some add-ins use this feature to provide a direct link to the applicable help file topic.
- ^Some add-ins with visual interfaces and dialog boxes include a help icon that directly links to the applicable help file topic for that interface
- ^ZH = Chinese, EN = English, FR = French, DE = German, JA = Japanese, PT = Portuguese, ES= Spanish
Further reading[edit]
Sigmaxl Full Version Free Download Torrent Free
- Albright, S. (2011), Data Analysis and Decision Making, 4th Edition, USA: Cengage Learning, ISBN978-0-538-47612-6
- Charnes, J. (2012), Financial Modeling with Oracle Crystal Ball and Excel (2nd edition), USA: Wiley, ISBN978-0-471-77972-8
- Day, A. (2003), Mastering Risk Modeling, Great Britain: Prentice Hall, ISBN0-273-65978-2
- Evans, J.; Olson, D. (1998), Introduction To Simulation And Risk Analysis, United States of America: Prentice Hall, ISBN0-13-621608-0
- Iman, R. L. and Conover, W. J., (1982). 'A Distribution-Free Approach to Inducing Rank Order Correlation Among Input Variables', Commun Statist-Simula Computa 11(3) 311-334
- Lehman, D.; Groenendaal, H.; Nolder, G. (2010), Practical Spreadsheet Risk Modeling for Management, United States of America: CRC Press, ISBN978-1-4398-5552-2
- Machain, L. (2011), Simuación de Modelos Financieros, ISBN978-987-33-0705-8
- Ragsdale, C. (2008), Spreadsheet Modeling & Decision Analysis: A Practical Introduction to Management Science (5th edition), Great Britain: Thomson South-Western, ISBN0-324-65664-5
- Vose, D. (2008), Risk Analysis: A Quantitative Guide (3rd edition), Great Britain: Wiley, ISBN978-0-470-51284-5
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