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Estimation Calibration

Make Your Forecasts More Reliable

This course will teach you how to do estimation calibration through Structured Expert Judgment to make your forecasts more reliable by calculating and analyzing calibration and information scores.

Managers and subject matter experts (SMEs) are faced with many challenges particularly in making reliable forecasts with minimal forecasting errors. In this course, Estimation Calibration: Make Your Forecasts More Reliable, you’ll learn to implement estimation calibration through the Structured Expert Judgment (SEJ) method by calculating calibration and information scores. First, you’ll learn what a calibration score is, and how to calculate it. Next, you’ll discover what an information score is, how it's different from the calibration score, and how to calculate it. Finally, you’ll learn how to analyze both calibration score and information score obtained from the calculation to evaluate the assessments made by experts. When you’re finished with this course, you’ll have the skills and knowledge of calculating calibration and information score under Structured Expert Judgment (SEJ) which is needed to make your forecasts more reliable through estimation calibration.

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Estimation Calibration Structured Expert Judgment Calibration Score Information Score Forecasting Expert Judgment

What's inside

Syllabus

Course Overview

Potential Problems with Forecasts

Calculating Calibration Scores

Applying Calibration Scores to the Learner’s Expertise

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what should give you pause

and possible dealbreakers

Applicable to careers and roles involving making reliable forecasts with minimal errors, such as data science, risk management, investment analysis, finance, and consulting

Taught by Wilvie Anora, an expert in the field of estimation calibration

Provides hands-on practice in calculating calibration and information scores using the Structured Expert Judgment (SEJ) method

May require additional reading and research to fully grasp the advanced concepts presented

Assumes a basic understanding of probability and statistics

Participants may need to acquire additional resources or software for hands-on practice

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Reviews summary

Practical forecast calibration for professionals

According to learners, this course provides an incredibly valuable and practical approach to making forecasts more reliable through Estimation Calibration and Structured Expert Judgment (SEJ). Many commend the clear explanations that demystify complex concepts like calibration and information scores, enabling immediate application in professional roles. While largely praised for its concise and focused content, some learners suggest it could benefit from more extensive practical examples and a deeper dive into certain areas. Prospective students should note that a foundational analytical or statistical background is beneficial for optimal comprehension, as some found the material challenging without it.

Generally engaging, though some found it dry.

"The instructor's delivery is engaging and the examples are highly relevant to real-world scenarios."

"The instructor's expertise shines through. Absolutely worth the time if you're looking to improve your forecasting reliability."

"While the topic is undoubtedly important for my field, I found the course delivery rather dry and the pace uneven, with some parts rushing through crucial details and others dragging."

Some desire more depth; others value conciseness.

"It feels like a good starting point, but not comprehensive enough to truly master the subject without seeking additional resources."

"It's concise, which is efficient, but perhaps too concise for those seeking very deep understanding or advanced applications."

"The material is concise, yet thorough, and the instructor's expertise shines through."

Demystifies calibration and information scores.

"The concepts of calibration and information scores are explained with such clarity, making complex ideas easy to grasp even for someone new to the specific jargon."

"The breakdown of calibration and information scores was superb and very clear."

"The course makes a complex topic like Structured Expert Judgment accessible and easy to understand."

Provides strategies for real-world forecasting.

"This course is incredibly valuable for anyone in a decision-making role... I especially appreciated the hands-on practical exercises which allowed me to immediately apply the Structured Expert Judgment (SEJ) method."

"As an SME, I often struggle with quantifying my confidence... this course provided practical tools and strategies I can immediately apply."

"I can already see how I'll apply these concepts in my work immediately to improve decision outcomes."

Some learners wished for more extensive examples.

"I found the information score part a bit rushed, and could have used more detailed examples to fully internalize the concept."

"My only minor critique is that the coverage of information scores could be expanded, possibly with more complex scenarios or examples from different domains..."

"The explanation of calibration scores was particularly strong... but the information score part felt somewhat underdeveloped compared to calibration."

Requires some analytical or statistical understanding.

"I found this course extremely difficult to follow and grasp the core concepts. The mathematical explanations felt very dense and were not clear for someone without a strong statistical or quantitative background."

"It jumped into complex formulas too quickly without sufficient foundational knowledge or simpler analogies."

"I was looking for something more introductory or with a clearer, gentler path for beginners in this area. Felt lost most of the time trying to keep up."

Activities

Be better prepared before your course. Deepen your understanding during and after it. Supplement your coursework and achieve mastery of the topics covered in Estimation Calibration: Make Your Forecasts More Reliable with these activities:

Review Calibration Score and Confidence Scores

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Review concepts learned in previous course or from past experience.

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Define calibration score and its purpose.
Differentiate between calibration score and confidence scores.
Discuss the relationship between calibration score and confidence scores.

Peer Discussion on Calibration Score and Information Score

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Engage with peers to exchange insights and deepen your understanding of calibration score and information score.

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Discuss the importance of calibration score and information score in estimation calibration.
Share best practices for calculating and interpreting calibration and information scores.
Identify potential challenges and propose solutions for improving calibration and information scores.

Guided Tutorial: Using SEJ for Estimation Calibration

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Follow a guided tutorial to apply SEJ in different contexts, solidifying your understanding.

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Review the principles of SEJ and its role in estimation calibration.
Work through a sample scenario and apply SEJ to calculate calibration and information scores.
Discuss the implications of the results and identify potential improvements.

Three other activities

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Read: Judgment in Managerial Decision Making

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Explore the psychological factors influencing judgment and decision-making, enhancing your understanding of calibration.

View Judgment in Managerial Decision Making on Amazon

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Read chapters covering judgment heuristics and biases.
Review case studies on how biases can impact calibration.
Apply concepts to your own forecasting and estimation judgments.

Compile a Calibration Score Resource Collection

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Gather and organize resources on calibration score and information score to support your learning journey.

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Search for articles, research papers, and online resources on calibration score and information score.
Filter and select relevant resources that provide valuable insights.
Organize and categorize the resources for easy reference and future use.

Create a Calibration Accuracy Report

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Develop a report that showcases your understanding of calibration score and its application.

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Gather data and calculate calibration scores for a specific forecasting scenario.
Analyze the data and identify trends or patterns in the calibration scores.
Generate a report that summarizes the findings and provides recommendations for improving calibration accuracy.

Career center

Learners who complete Estimation Calibration: Make Your Forecasts More Reliable will develop knowledge and skills that may be useful to these careers:

Program Manager

As a Program Manager, you will oversee the lifecycle of projects, ensuring they are completed on time, within budget, and to the required quality standards. Taking this Estimation Calibration course can help you make more reliable forecasts, which is critical for successful project management. By learning how to calculate and analyze calibration and information scores, you can improve your ability to estimate project timelines, costs, and resource needs. This course will also help you identify and mitigate risks, and make better decisions throughout the project lifecycle.

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Quantitative Analyst

As a Quantitative Analyst, you will use mathematical and statistical models to analyze data and make predictions. This course in Estimation Calibration can provide you with the skills you need to make more accurate predictions. By learning how to calculate and analyze calibration and information scores, you can improve your ability to assess the accuracy and reliability of your models. This course will also help you better understand the assumptions and limitations of your models, and make better decisions based on your analysis.

See salaries and explore the career path for Quantitative Analyst

Data Scientist

A Data Scientist analyzes data to extract meaningful insights and make predictions. Taking this course on Estimation Calibration can help you develop the skills you need to make more reliable predictions. By learning how to calculate and analyze calibration and information scores, you can improve your ability to assess the accuracy and reliability of your models. This course will also help you better understand the assumptions and limitations of your models, and make better decisions based on your analysis.

See salaries and explore the career path for Data Scientist

Risk Analyst

As a Risk Analyst, you will identify, assess, and mitigate risks to an organization. This course in Estimation Calibration can provide you with the skills you need to make more accurate risk assessments. By learning how to calculate and analyze calibration and information scores, you can improve your ability to assess the likelihood and impact of risks. This course will also help you develop a risk management plan and make better decisions to mitigate risks to the organization.

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Actuary

As an Actuary, you will use mathematical and statistical models to assess risk and uncertainty. This course in Estimation Calibration can help you develop the skills you need to make more accurate risk assessments. By learning how to calculate and analyze calibration and information scores, you can improve your ability to assess the likelihood and impact of risks. This course will also help you better understand the assumptions and limitations of your models, and make better decisions to mitigate risks to the organization.

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Forecaster

As a Forecaster, you will use data and statistical models to make predictions about future events. This course in Estimation Calibration can provide you with the skills you need to make more accurate predictions. By learning how to calculate and analyze calibration and information scores, you can improve your ability to assess the accuracy and reliability of your models. This course will also help you develop a forecasting plan and make better decisions based on your analysis.

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Business Analyst

As a Business Analyst, you will analyze business processes and identify opportunities for improvement. This course in Estimation Calibration can provide you with the skills you need to make more accurate estimates of the time, cost, and resources required to implement new processes or systems. By learning how to calculate and analyze calibration and information scores, you can improve your ability to assess the accuracy and reliability of your estimates. This course will also help you better understand the assumptions and limitations of your estimates, and make better decisions based on your analysis.

See salaries and explore the career path for Business Analyst

Consultant

As a Consultant, you will provide advice and guidance to clients on a variety of business issues. This course in Estimation Calibration can provide you with the skills you need to make more accurate estimates of the time, cost, and resources required to complete your projects. By learning how to calculate and analyze calibration and information scores, you can improve your ability to assess the accuracy and reliability of your estimates. This course will also help you better understand the assumptions and limitations of your estimates, and make better decisions based on your analysis.

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Financial Analyst

As a Financial Analyst, you will analyze financial data and make recommendations on investment decisions. This course in Estimation Calibration can provide you with the skills you need to make more accurate estimates of the risk and return of investments. By learning how to calculate and analyze calibration and information scores, you can improve your ability to assess the accuracy and reliability of your estimates. This course will also help you better understand the assumptions and limitations of your estimates, and make better decisions based on your analysis.

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Market Researcher

As a Market Researcher, you collect and analyze data to understand consumer behavior. This course in Estimation Calibration can provide you with the skills you need to make more accurate estimates of the size and growth potential of markets. By learning how to calculate and analyze calibration and information scores, you can improve your ability to assess the accuracy and reliability of your estimates. This course will also help you better understand the assumptions and limitations of your estimates, and make better decisions based on your analysis.

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Operations Research Analyst

As an Operations Research Analyst, you will use mathematical and statistical models to solve complex business problems. This course in Estimation Calibration can provide you with the skills you need to make more accurate estimates of the time, cost, and resources required to implement new solutions. By learning how to calculate and analyze calibration and information scores, you can improve your ability to assess the accuracy and reliability of your estimates. This course will also help you better understand the assumptions and limitations of your estimates, and make better decisions based on your analysis.

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Product Manager

As a Product Manager, you will be responsible for the development and launch of new products. This course in Estimation Calibration can provide you with the skills you need to make more accurate estimates of the time, cost, and resources required to bring new products to market. By learning how to calculate and analyze calibration and information scores, you can improve your ability to assess the accuracy and reliability of your estimates. This course will also help you better understand the assumptions and limitations of your estimates, and make better decisions based on your analysis.

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Project Manager

As a Project Manager, you will be responsible for the planning and execution of projects. This course in Estimation Calibration can provide you with the skills you need to make more accurate estimates of the time, cost, and resources required to complete projects. By learning how to calculate and analyze calibration and information scores, you can improve your ability to assess the accuracy and reliability of your estimates. This course will also help you better understand the assumptions and limitations of your estimates, and make better decisions based on your analysis.

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Risk Manager

As a Risk Manager, you will be responsible for identifying, assessing, and mitigating risks to an organization. This course in Estimation Calibration can provide you with the skills you need to make more accurate estimates of the likelihood and impact of risks. By learning how to calculate and analyze calibration and information scores, you can improve your ability to assess the accuracy and reliability of your estimates. This course will also help you better understand the assumptions and limitations of your estimates, and make better decisions based on your analysis.

See salaries and explore the career path for Risk Manager

Statistician

As a Statistician, you will be responsible for collecting, analyzing, and interpreting data. This course in Estimation Calibration can provide you with the skills you need to make more accurate estimates of the population parameters of interest. By learning how to calculate and analyze calibration and information scores, you can improve your ability to assess the accuracy and reliability of your estimates. This course will also help you better understand the assumptions and limitations of your estimates, and make better decisions based on your analysis.

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Reading list

We've selected 11 books that we think will supplement your learning. Use these to develop background knowledge, enrich your coursework, and gain a deeper understanding of the topics covered in Estimation Calibration: Make Your Forecasts More Reliable.

Optimal Statistical Decision & Bayesian Inference...

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Provides an introduction to decision analysis, which method for making decisions under uncertainty.

Estimation Calibration

Make Your Forecasts More Reliable

What's inside

Syllabus

Traffic lights

Save this course

Reviews summary

Practical forecast calibration for professionals

Activities

Career center

Reading list

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