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Intermediate level resources

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All Intermediate

Python AhpAnpLib Tuotorials 3-5: Sensitivity Analysis

Level: Intermediate
Author(s): Creative Decisions Foundation
In this tutorial, we delve into the intricacies of sensitivity analysis and its application in the Analytic Hierarchy Process (AHP) and Analytic Network Process (ANP) models. Learn how to evaluate the impact of parameter variations on decision outcomes using the Python AhpAnpLib.

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Python AhpAnpLib Theory 5: BOCR model

Level: Intermediate
Author(s): Creative Decisions Foundation
In this tutorial, Dr. Elena Rokou presents an in-depth exploration of the BOCR (Benefits, Opportunities, Costs, and Risks) model—a powerful framework for strategic decision-making. The BOCR model provides a structured approach to evaluate and compare the various aspects of a decision, allowing or...

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Python AhpAnpLib Theory 3: Ratings model

Level: Intermediate
Author(s): Creative Decisions Foundation
In this tutorial, Dr. Elena Rokou delves into the world of AHP Ratings Models, a fundamental aspect of the Analytic Hierarchy Process (AHP) methodology. AHP Ratings Models play a crucial role in quantifying the relative importance of criteria and alternatives, providing a structured approach to d...

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Python AhpAnpLib Tutorials 5: Creating Benefits – Opportunities – Costs and Risks models

Level: Intermediate
Author(s): Creative Decisions Foundation
In Tutorial 5, we delve into creating Benefits, Opportunities, Costs, and Risks (BOCR) models using Python and calculating short-term and long-term best decisions. We start by demonstrating how to create these models by importing data from Excel, either from a pre-existing model or from scratch. ...

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Decision Making for Leaders, an introduction to AHP/ANP methods

Level: Intermediate
Author(s): Elena Rokou
Want to learn how leaders tackle analytics problems? CDF's Chief Research Director, Dr. Elena Rokou, explores the techniques used for better business solutions. Learn about the Analytic Hierarchy Process, combining simulation and optimization techniques, and more, by watching this sponsored I...

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The Rationality of Punishment - Measuring the Severity of Crimes: An AHP-Based Orders-of- Magnitude Approach

Level: Intermediate
Author(s): Thomas Saaty
The document is from Thomas Saaty's unpublished book "New Mathematics and Measurement for the Physical, Social and Life Sciences" finished in 2004. This is chapter 10: The Rationality of Punishment - Measuring the Severity of Crimes: An AHP-Based Orders-of- Magnitude Approach. This ch...

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An Innovative Orders-of-Magnitude Approach to AHP-Based Mutli-criteria Decision Making

Level: Intermediate
Author(s): Thomas Saaty
The document is from Thomas Saaty's unpublished book "New Mathematics and Measurement for the Physical, Social and Life Sciences" finished in 2004. This is chapter 9: An Innovative Orders-of-Magnitude Approach to AHP-Based Mutli-criteria Decision Making. "In what follows, we firs...

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Validation Examples of the Analytic Hierarchy Process and Analytic Network Process

Level: Intermediate
Author(s): Thomas Saaty
The document is from Thomas Saaty's unpublished book "New Mathematics and Measurement for the Physical, Social and Life Sciences" finished in 2004. This is chapter 6: Validation Examples of the Analytic Hierarchy Process and Analytic Network Process. " In this chapter, we deal wi...

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A New Approach to the Middle East Conflict: the Analytic Hierarchy Process

Level: Intermediate
Author(s): Thomas Saaty
The document is from Thomas Saaty's unpublished book "New Mathematics and Measurement for the Physical, Social and Life Sciences" finished in 2004. This is chapter 4: A New Approach to the Middle East Conflict: the Analytic Hierarchy Process In most long-lasting conflicts, each par...

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Projecting Average Family Size in Rural India by the Analytic Hierarchy Process

Level: Intermediate
Author(s): Thomas Saaty
!The document is from Thomas Saaty's unpublished book "New Mathematics and Measurement for the Physical, Social and Life Sciences" finished in 2004. This is chapter 3 of the book: Projecting Average Family Size in Rural India by the Analytic Hierarchy Process Although the material...

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The Unknown: What to Do About It

Level: Intermediate
Author(s): Thomas Saaty
The document is from Thomas Saaty's unpublished book "New Mathematics and Measurement for the Physical, Social and Life Sciences" finished in 2004. This is chapter 2 of the book - The Unknown: What to Do About It This chapter deals with the following ideas: -Augmenting a hierarchic...

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On the Measurement of Intangibles Relative Measurement Derived from Paired Comparisons

Level: Intermediate
Author(s): Thomas Saaty
The document is from Thomas Saaty's unpublished book "New Mathematics and Measurement for the Physical, Social and Life Sciences" finished in 2004. This is chapter 1 of the book: On the Measurement of Intangibles, Relative Measurement Derived from Paired Comparisons. Nearly all of ...

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AHP/ANP Decision Course Guideline

Level: Intermediate
Author(s): Thomas Saaty
This outline is for AHP ANP Decision courses. Each lecture lasts 3 hours for 7 weeks

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EMBA Decision Making Course Schedule (2008)

Level: Intermediate
Author(s): Thomas Saaty
This outline is for EMBA course on ANP Decision making.

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Web System for Medical Diagnosis Support

Level: Intermediate
Author(s): Claudio Garuti, Mario Sandoval
The medical diagnosis error corresponds to any failure or mistake in the patient care process that leads to the lack of a diagnosis, an incorrect or delayed one. The main reasons for error in medical diagnosis can be grouped into two fundamental pillars: incorrect/inaccurated diagnosis, and lac...

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AHP Theory and Math

Level: Intermediate
Author(s): Thomas Saaty
The presentation is from Thomas Saaty's course slides. It covers most mathematical foundations of AHP: the Derived Scale of the AHP, inconsistency, eigenvalue and eigenvector, sensitivity of the principal eigenvector to perturbations in the matrix, and generalizing hierarchic synthesis to the co...

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AHP Mathematical Calculations and Inconsistency

Level: Intermediate
Author(s): John Saaty
Decision Lens is the complete, end-to-end software solution and business process for identifying, prioritizing, analyzing, and measuring which investments, projects, or resources will deliver the highest returns to your organization, while empowering you to quickly react to ever-changing data. Th...

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