Difference between revisions of "Example Models and Libraries - Table"

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Revision as of 08:11, 17 January 2023



This page lists example models and libraries. You can download them from here or (in some cases) link to a page with more details. Feel free to include and upload your own models and libraries.

Model/Library Download Domain Description Methods For more
Model Marginal abatement home heating.ana carbon price, energy efficiency, climate policy
Shows how to set up a Marginal Abatement graph in Analytica.
graph methods, optimal allocation, budget constraint Marginal Abatement Graph
Model Solar Panel Analysis.ana renewable energy, photovoltaics, tax credits
Explores whether it would it be cost effective to install solar panels on the roof of a house in San Jose, California.
net present value, internal rate of return, agile modeling Solar Panel Analysis
Model Items within budget.ana
Given a set of items, with a priority and a cost for each, selects out the highest priority items that fit within the fixed budget.
Items within Budget function
Model Grant exclusion.ana business analysis
Tests a hypothesis about the distribution of an attribute of the marginal rejectee of a grant program, given the relevance of that attribute to award of the grant.
Grant Exclusion Model
Model Project Priorities 5 0.ana business models
Evaluates a set of R&D projects (including uncertain R&D costs/revenues), uses multiattribute analysis to compare projects & generates the best portfolio given a R&D budget.
cost analysis, net present value (NPV), uncertainty analysis Project Planner
Model Steel and aluminum tariff model.ana
Estimate of the net impact of the 2018 import tariffs on steel and aluminum on the US trade deficit.
Steel and Aluminum import tariff impact on US trade deficit
Model Tax bracket interpolation 2021.ana
Computes amount of tax due from taxable income for a 2017 US Federal tax return.
Tax bracket interpolation
Model Feasible Sampler.ana feasibility
Implements a button that will sample a collection of chance variables, then reset the sample size and keep only those sample points that are "feasible".
Model Cross-validation example.ana
Fits a non-linear kernel function to the residual error, and uses cross-validation to determine how many kernel functions should be used.
cross-validation, overfitting, non-linear kernel functions Cross-Validation / Fitting Kernel Functions to Data
Model Bootstrapping.ana
Bootstrapping; estimates sampling error by resampling the original data.
bootstrapping, sampling error, re-sampling Statistical Bootstrapping
Model Kernel Density Estimation.ana
Demonstrates a very simple fixed-width kernel density estimator to estimate a "smooth" probability density.
kernel density estimation, kernel density smoothing Smooth PDF plots using Kernel Density Estimation
Model Output and input columns.ana
Presents an input table to a user, where one column is populated with computed output data, the other column with checkboxes for the user to select.
data analysis Output and Input Columns in Same Table
Model Platform2018b.ana offshore platforms, oil and gas, stakeholders, rigs to reefs, decision support
Determined how to decommission California's 27 offshore oil platforms.
decision analysis, multi-attribute, sensitivity analysis From Controversy to Consensus: California's offshore oil platforms
Model Comparing retirement account types.ana or Free 101 Compatible Version 401(k), IRA, retirement account, decision analysis, uncertainty
Explores tradeoffs between different retirement account types.
MultiTables, sensitivity analysis Retirement plan type comparison
Model Plane catching with UI 2020.ANA
Determines when you should leave home to catch an early morning plane departure.
decision theory, decision analysis, uncertainty, Monte Carlo simulation, value of information, EVPI, EVIU Plane Catching Decision with Expected Value of Including Uncertainty
Model Marginal Analysis for Control of SO2 Emissions.ana environmental engineering
Marginal analysis a.k.a. benefit/cost analysis to determine the policy alternative that leads us to the most economically efficient level of cleanup of acid rain from coal-burning electric-generating plants.
cost-benefit analysis, marginal analysis Marginal Analysis for Control of SO2 emissions
Model Donor-Presenter Dashboard.ana
Implements a continuous-time Markov chain in Analytica's discrete-time dynamic simulation environment. It supports immigration to, and emigration from, every node.
dynamic models, Markov processes Donor/Presenter Dashboard
Model Photosynthesis Regulation.ana - main regulation pathways
Photosystem.ana - rough sketch of genetic regulation
photosynthesis
A model of how photosynthesis is regulated inside a cyanobacteria. Simulates the concentration levels of key transport molecules along the chain.
dynamic models Regulation of Photosynthesis
Model Time-series-reindexing.ana
Examples of time-series re-indexing.
dynamic models, forecasting, time-series re-indexing Time-series re-indexing
Model Post Compression Model
Calculator for computing the maximum load that can be handled by a Douglas Fir - Larch post of a given size, grade, and composition in a construction setting.
Timber Post Compression Load Capacity
Model Compression Post Load Capacity.ana
Computes the load that a Douglas-Fir Larch post can support in compression. Works for different timber types and grades and post sizes.
compression analysis Compression Post Load Calculator
Model Daylighting analyzer.ana engineering
How to analyze lifecycle costs and savings from daylighting options in building design.
cost-benefits analysis Daylighting Options in Building Design
Model California Power Plants.ana power plants
Example showing how to use Choice menus and Checkbox inside an Edit table.
edit table, choice menu, pulldown menu, checkbox California Power Plants
Model Requires Analytica Optimizer
Electrical Transmission.ana
electrical engineering, power generation and transmission
Electrical network model that minimizes total cost of generation and transmission.
Electrical Generation and Transmission
Model Time of use pricing.ana & MECOLS0620.xlsx
(both files needed)
reading from spreadsheets, time-of-use pricing, electricity pricing
Time-of-use pricing is a rate tariff model used by utility companies that changes more during times when demand tends to exceed supply.
Time of Use pricing
Model Color map.ana
A model which highlights Cell Formatting and Computed Cell Formats.
computed cell formatting Color Map
Model World cup.ana
Demonstrates the Poisson distribution to determine why France beat Croatia in 2018.
2018 World Cup Soccer final
Model resnet18.zip residual network, deep residual learning, image recognition
Show it an image, and it tries to recognize what it is an image of, classifying it among 1000 possible categories. It uses an 18-layer residual network.
Image recognition
Model Month to quarter.ana
Shows how to transform an array from a finer-grain index (e.g., Month) onto a coarser index (e.g., Quarter). We generally refer to this as aggregation.
aggregation, level of detail, days, weeks, months, quarters, years Transforming Dimensions by transform matrix, month to quarter
Model Convolution.ana
Contains several examples of convolved functions.
signal analysis, systems analysis Convolution
Model Dependency Tracker.ana
This module tracks dependencies through your model, updating the visual appearance of nodes so that you can quickly visualize the paths by which one variable influences another.
dependency analysis Dependency Tracker Module
Model French-English.ana multi-lingual models
Maintains a single influence diagram with Title and Description attributes in both English and French.
Multi-lingual Influence Diagram
Model Parsing XML example.ana data extraction, xml, DOM parsing
Demonstrates two methods for extracting data: Using a full XML DOM parser, or using regular expressions.
Extracting Data from an XML file
Model Vector Math.ana
Functions used for computing geospatial coordinates and distances.
geospatial analysis, GIS, vector analysis Vector Math
Model Total Allowable w Optimizer.ana or
Total Allowable w StepInterp.ana for those without Optimizer
Determines how many fish or animals can be caught (landed) annually so that the probability of the population declining X% in Y years (decline threshold) is less than Z% (risk tolerance).
population analysis, dynamic models, optimization analysis Total Allowable Harvest
Model Cereal Formulation1.ana product formulation, cereal formulation
Cereal formulation/discrete mixed integer model that chooses product formulations to minimize total ingredient costs.
Linearizing a discrete NSP
Model Neural Network.ana feed-forward neural networks, non-linear regression
Models set up to train a 2-layer feedforward sigmoid network to "learn" the concept represented by the data set(s), and then test how well it does across examples not appearing in the training set.
optimization analysis Neural Network
Model Earthquake expenses.ana
An example of risk analysis with time-dependence and costs shifted over time.
risk analysis, cost analysis Earthquake Expenses
Model Best used with Analytica Optimizer
Loan policy selection.ana
creditworthiness, credit rating, default risk
Helps a lender decide optimal credit rating threshold to require and what interest rate (above prime) to charge.
risk analysis Loan Policy Selection
Model Hubbard_and_Seiersen_cyberrisk.ana cybersecurity risk
Simulates loss exceedance curves for a set of cybersecurity events, the likelihood and probabilistic monetary impact of which have been characterized by system experts.
loss exceedance curve, simulation Inherent and Residual Risk Simulation
Model media:Red State Blue State plot.ana map, states
Example containing the shape outlines for each of the 50 US states, along with a graph that uses color to depict something that varies by state.
graphing Red or blue state
Model COVID Model 2020--03-25.ana covid, covid-19, coronavirus, corona, epidemic
A systems dynamics style SICR model of the COVID-19 outbreak within the state of Colorado.
COVID-19 State Simulator, a Systems Dynamics approach
Model Corona Markov.ana covid, covid-19, coronavirus, corona, epidemic, sensitivity analyses
Explores the progression of the COVID-19 coronavirus epidemic in the US, and to explore the effects of different levels of social isolation.
How social isolation impacts COVID-19 spread in the US - A Markov model approach
Model Modelo Epidemiológoco para el Covid-19 con cuarentena.ana covid, covid-19, coronavirus, corona, epidemic
Un modelo en cadena de Markov del impacto previsto de la enfermedad coronavirus COVID-19 en el Perú, y del impacto del aislamiento social.
Epidemiological model of COVID-19 for Perú, en español
Model COVID-19 Triangle Suppression.ana covid, covid-19, coronavirus, corona, epidemic
Models progression of the COVID-19 pandemic in the US, understanding the amount of time that is required for lock down measures when a suppression strategy is adopted.
A Triangle Suppression model of COVID-19
Model Simple COVID-19.ana covid, covid-19, coronavirus, corona, epidemic
Explores possible COVID-19 Coronavirus scenarios from the beginning of March, 2020 through the end of 2020 in the US.
COVID-19 Coronavirus SICR progression for 2020
Model US COVID-19 Data.ana covid, covid-19, coronavirus, corona, epidemic, death, infection
Reads in COVID-19 data from the New York Times and transforms it into a form that is convenient to work with in Analytica.
COVID-19 Case and Death data for US states and counties
Model Voluntary vs mandatory testing.ana covid, covid-19, coronavirus, corona, epidemic
Computes the rate of infection in scenarios when COVID-19 testing is required/optional,based on prevalence rates, test accuracies and voluntary testing rates.
Mandatory vs Voluntary testing policies
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