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Causal Inference in Python: Applying Causal Inference in the Tech Industry 1st Edition

Causal Inference in Python: Applying Causal Inference in the Tech Industry 1st Edition

20 reviews

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O’Reilly Media New 978-1098140250 Matheus Facure Paperback

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“How many customers would an extra dollar of internet advertising generate? Which clients will only make a purchase if they have a discount coupon? How can the best pricing plan be established? Causal inference is the most effective method for figuring out how the levers at our disposal impact the business KPIs we wish to influence.

Matheus Facure, a senior data scientist at Nubank and the author of this book, describes the mostly unrealized potential of causal inference for impact and effect estimation. Classical causal inference techniques such as randomized control trials (A/B tests), linear regression, propensity score, synthetic controls, and difference-in-differences will be taught to managers, data scientists, and business analysts. Every technique has an industry application to provide a foundational example.

Additional information

Format

Paperback
Edition

1st Edition
Pages

406 pages
Item Weight

1.5 pounds
Dimensions

6.9 x 1.1 x 9.1 inches
ISBN-10

1098140257
ISBN-13

978-1098140250

20 reviews for Causal Inference in Python: Applying Causal Inference in the Tech Industry 1st Edition

  1. Scott (verified owner) –

    Fast shipping, the book arrived on time and in perfect condition.

  2. Brandon (verified owner) –

    Wonderful service, book arrived ahead of schedule and in great shape.

  3. Benjamin (verified owner) –

    Book arrived in perfect condition and was very well-packaged. Very happy with the delivery!

  4. Scott (verified owner) –

    Fast shipping, the book arrived on time and in perfect condition.

  5. Brandon (verified owner) –

    Wonderful service, book arrived ahead of schedule and in great shape.

  6. Benjamin (verified owner) –

    Book arrived in perfect condition and was very well-packaged. Very happy with the delivery!

  7. Samuel (verified owner) –

    Fast shipping, the book came early and in perfect condition.

  8. Gregory (verified owner) –

    Book arrived early, was in perfect condition, and was very well-packaged.

  9. David (verified owner) –

    Super fast delivery, the book arrived on time and in perfect condition.

  10. John (verified owner) –

    Book arrived on time, was very well-packaged, and in great shape. Highly recommend!

  11. David (verified owner) –

    Excellent delivery, book arrived in perfect condition and on time.

  12. John (verified owner) –

    Fast and reliable shipping, book arrived ahead of schedule and in great condition.

  13. Michael (verified owner) –

    Book arrived in perfect condition, was well-packaged, and delivered on time.

  14. Samuel (verified owner) –

    Fast shipping, the book came early and in perfect condition.

  15. Gregory (verified owner) –

    Book arrived early, was in perfect condition, and was very well-packaged.

  16. David (verified owner) –

    Super fast delivery, the book arrived on time and in perfect condition.

  17. John (verified owner) –

    Book arrived on time, was very well-packaged, and in great shape. Highly recommend!

  18. David (verified owner) –

    Excellent delivery, book arrived in perfect condition and on time.

  19. John (verified owner) –

    Fast and reliable shipping, book arrived ahead of schedule and in great condition.

  20. Michael (verified owner) –

    Book arrived in perfect condition, was well-packaged, and delivered on time.

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