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The Causal Mindset Handbook. A practical guide to causal reasoning and evidence-based decision making Dr. Quentin Gallea, karim lakhani

(ebook) (audiobook) (audiobook) Język publikacji: angielski
The Causal Mindset Handbook. A practical guide to causal reasoning and evidence-based decision making Dr. Quentin Gallea, karim lakhani - okladka książki

The Causal Mindset Handbook. A practical guide to causal reasoning and evidence-based decision making Dr. Quentin Gallea, karim lakhani - okladka książki

The Causal Mindset Handbook. A practical guide to causal reasoning and evidence-based decision making Dr. Quentin Gallea, karim lakhani - audiobook MP3

The Causal Mindset Handbook. A practical guide to causal reasoning and evidence-based decision making Dr. Quentin Gallea, karim lakhani - audiobook CD

Autorzy:
Dr. Quentin Gallea, karim lakhani
Wydawnictwo:
Packt Publishing (Z chęcią przeczytam książkę w języku polskim)
Ocena:
In a world dominated by data and correlations, making good decisions requires understanding what truly causes what. The Causal Mindset Handbook is a clear, non-technical guide to causal reasoning and causal inference, designed to help readers think more clearly about cause and effect.
Rather than focusing on complex statistics, this book introduces intuitive concepts and visual tools—such as causal graphs and counterfactual thinking—to evaluate claims, measure impact, and avoid common reasoning traps. You learn how causal inference differs from predictive models, and why correlation alone is not enough for decision-making.
The book explores practical approaches to measuring impact, including randomized controlled trials and key quasi-experimental methods such as difference-in-differences, regression discontinuity, and synthetic control. Real-world case studies from business, policy, and everyday life show how causal thinking works when perfect experiments are not possible.
Designed for managers, analysts, policymakers, and curious professionals, The Causal Mindset Handbook combines hands-on exercises with access to an interactive companion app, enabling readers to practice evidence-based decision making with confidence.
Foreword by Pr. Karim R. Lakhani, Harvard Business School, Digital Data Design Institute at Harvard, Laboratory for Innovation Science at Harvard.

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O autorze książki

Dr Quentin Gallea is a specialist in causal inference with research spanning timely challenges, including the effects of COVID lockdowns on mortality and the influence of weapon imports on migration and conflicts in Africa. He has taught statistics and causal inference to diverse audiences, from economists to executives and engineers, reaching over 15000 learners worldwide. Quentin now teaches and advises in both academic and industry settings, helping organizations measure the true business impact of AI by applying causal methods to understand what works and make better decisions.

Packt Publishing - inne książki

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