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Advanced Measurement Strategies for Decision-Making · LearnSpace
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Advanced Measurement Strategies for Decision-Making

Курс от John Wiley & Sons
Продвинутый≈ 8 чАнглийский
О курсеНавыкиПрограммаПреподаватели

О курсе

Explore advanced strategies for measuring preferences, attitudes, and organizational performance, culminating in a universal framework for applied information economics. This course equips learners to tackle complex measurement challenges in management and beyond. You’ll learn sophisticated techniques, including sampling, Bayesian analysis, and evaluating subjective factors like preferences and human judgment. The course covers regression modeling, standardizing evaluations, and critically assessing measurement methods. It concludes with practical management applications and introduces a universal measurement approach that synthesizes all previous concepts, preparing you for real-world decision-making. With in-depth readings, real-world case studies, and targeted quizzes, this course fosters a comprehensive understanding of advanced measurement tools and their application in management. Learners will be guided to apply a holistic measurement framework to complex organizational challenges. This course is part three of a three-course Specialization designed to provide a comprehensive learning pathway in this subject area. While it delivers standalone value and practical skills, learners seeking a more integrated and in-depth progression may benefit from completing the full Specialization. This Specialization is based on the book How to Measure Anything: Finding the Value of “Intangibles“ in Business, by Douglas W. Hubbard. From How to Measure Anything Copyright © 2014 by Douglas W. Hubbard. All rights reserved. Used by arrangement with John Wiley & Sons, Inc.

Навыки, которые вы освоите

Risk AnalysisDecision MakingStatistical InferenceStatistical MethodsLeadership and ManagementSystems Of MeasurementData ManagementProbability & StatisticsData AnalysisRisk ManagementStatisticsLeadershipModel EvaluationRisk AppetiteRegression AnalysisEstimationSampling (Statistics)Bayesian StatisticsPerformance MeasurementStatistical Analysis

Программа курса

6 модулей · 64 учебных материалов

01Sampling Reality: How Observing Some Things Tells Us about All Things17 материалов

From Jelly Beans to Big Decisions: Mastering Sampling and Statistical Inference

OverviewВидеоIntroductionЧтениеBuilding an Intuition for Random Sampling: The Jelly Bean ExampleЧтениеA Little about Little Samples: A Beer Brewer's ApproachЧтение

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Преподаватель курса

Advanced Measurement Strategies for Decision-Making
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Обучение на Coursera

≈ 8 ч

6 модулей

Язык: Английский

Часть программы вашего университета
Are Small Samples Really "Statistically Significant"?Чтение
When Outliers Matter MostЧтение
A Biased Sample of Sampling MethodsЧтение
Population Proportion SamplingЧтение
How Many Cars Burn the Wrong Fuel?Чтение
Measure to the ThresholdЧтение
. . . And a Lot MoreЧтение
An Example ExperimentЧтение
Now, More about the Meaning of SignificanceЧтение
Seeing Relationships in the Data: An Introduction to Regression ModelingЧтение
A Regression Example: TV RatingsЧтение
Parting Thoughts About RegressionЧтение
Sampling and Statistical ReasoningЗадание
02Bayes: Adding to What You Know Now13 материалов

Unlocking Bayesian Thinking: From Priors to Practical Decisions

OverviewВидеоIntroductionЧтениеExample: Applying Bayes to Market Tests of New ProductsЧтениеOne More Time: A Bayesian Look at Emily's ExperimentЧтениеDemystifying the Urn of MysteryЧтениеHeterogeneous Benchmarking: A "Brand Damage" ApplicationЧтениеApplications for Heterogeneous BenchmarksЧтениеExample: Percentage of Customers Kept After a ChangeЧтениеBayes for Estimates of MeansЧтениеThe Lessons of BayesЧтениеMyth 2: Correlation Is Not Evidence of CausationЧтениеA Purely Philosophical Interlude #5: Are Priors a Problem?ЧтениеBayesian Thinking and Its Practical ImplicationsЗадание
03Preference and Attitudes: The Softer Side of Measurement7 материалов

Decoding Subjective Value: From Happiness to Risk in Decision-Making

OverviewВидеоIntroductionЧтениеMeasuring HappinessЧтениеPutting It All on the Line: Quantifying Risk ToleranceЧтениеQuantifying Subjective Trade-Offs: Dealing with Multiple Conflicting PreferencesЧтениеKeeping the Big Picture in Mind: Profit Maximization versus Purely Subjective Trade-OffsЧтениеPreferences and Attitudes in Decision MakingЗадание
04The Ultimate Measurement Instrument: Human Judges9 материалов

Harnessing Human Judgment: Models, Biases, and Measurement Strategies

OverviewВидеоIntroductionЧтениеGetting Organized: A Performance Evaluation ExampleЧтениеSurprisingly Simple Linear ModelsЧтениеHow to Standardize Any Evaluation: Rasch ModelsЧтениеMeasuring Reading with RaschЧтениеPanacea or Placebo?: Questionable Methods of Measurement: The Big Measurement "Don't"ЧтениеComparing the MethodsЧтениеThe Role of Human Judgment in Measurement and Decision MakingЗадание
05New Measurement Instruments for Management5 материалов

Harnessing Modern Metrics: From Prediction Markets to Practical Impact

OverviewВидеоIntroductionЧтениеNational Leisure GroupЧтениеA Lesson Learned: The DARPA "Terrorism Market" AffairЧтениеModern Tools for Measuring Business and Social TrendsЗадание
06A Universal Measurement Method: Applied Information Economics13 материалов

Turning Uncertainty into Insight: Real-World Applications of Applied Information Economics

OverviewВидеоIntroductionЧтениеCase: The Value of the System That Monitors Your Drinking WaterЧтениеPhase 2ЧтениеEpilogueЧтениеPhase 1ЧтениеPhase 3ЧтениеPhase 1ЧтениеPhase 2ЧтениеIdeas for Getting Started: A Few Final ExamplesЧтениеInnovationЧтениеFlexibilityЧтениеMeasurement Frameworks and Practical ApplicationsЗадание