Causal Analysis: Impact Evaluation and Causal Machine Learning with Applications in R by Huber, Martin
Causal Analysis: Impact Evaluation and Causal Machine Learning with Applications in R by Huber, Martin

Causal Analysis: Impact Evaluation and Causal Machine Learning with Applications in R

A comprehensive and cutting-edge introduction to quantitative methods of causal analysis, including new trends in machine learning....
$226.50 AUD
$226.50 AUD
SKU: 9780262545914
Product Type: Books
Please hurry! Only 0 left in stock
Author: Martin Huber
Format: Paperback
Language: English
Subtotal: $226.50
10 customers are viewing this product
Causal Analysis: Impact Evaluation and Causal Machine Learning with Applications in R by Huber, Martin

Causal Analysis: Impact Evaluation and Causal Machine Learning with Applications in R

$226.50
Causal Analysis: Impact Evaluation and Causal Machine Learning with Applications in R by Huber, Martin

Causal Analysis: Impact Evaluation and Causal Machine Learning with Applications in R

$226.50
Author: Martin Huber
Format: Paperback
Language: English
Description
A comprehensive and cutting-edge introduction to quantitative methods of causal analysis, including new trends in machine learning.

Reasoning about cause and effect--the consequence of doing one thing versus another--is an integral part of our lives as human beings. In an increasingly digital and data-driven economy, the importance of sophisticated causal analysis only deepens. Presenting the most important quantitative methods for evaluating causal effects, this textbook provides graduate students and researchers with a clear and comprehensive introduction to the causal analysis of empirical data. Martin Huber's accessible approach highlights the intuition and motivation behind various methods while also providing formal discussions of key concepts using statistical notation. Causal Analysis covers several methodological developments not covered in other texts, including new trends in machine learning, the evaluation of interaction or interference effects, and recent research designs such as bunching or kink designs.

  • Most complete and cutting-edge introduction to causal analysis, including causal machine learning
  • Clean presentation of rigorous material avoids extraneous detail and emphasizes conceptual analogies over statistical notation
  • Supplies a range of applications and practical examples using R


Author: Martin Huber
Publisher: MIT Press
Published: 08/01/2023
Pages: 336
Binding Type: Paperback
Weight: 1.40lbs
ISBN: 9780262545914

About the Author
Martin Huber is Professor of Applied Econometrics at the University of Fribourg, Switzerland, where his research comprises both methodological and applied contributions in the fields of causal analysis and policy evaluation, machine learning, statistics, econometrics, and empirical economics.
Shipping & Return

Returns Policy

You may return most new, unopened items within 30 days of delivery for a full refund. We'll also pay the return shipping costs if the return is a result of our error (you received an incorrect or defective item, etc.).

You should expect to receive your refund within four weeks of giving your package to the return shipper, however, in many cases you will receive a refund more quickly. This time period includes the transit time for us to receive your return from the shipper (5 to 10 business days), the time it takes us to process your return once we receive it (3 to 5 business days), and the time it takes your bank to process our refund request (5 to 10 business days).

If you need to return an item, simply login to your account, view the order using the "Complete Orders" link under the My Account menu and click the Return Item(s) button. We'll notify you via e-mail of your refund once we've received and processed the returned item.

Shipping

We can ship to virtually any address in the world. Note that there are restrictions on some products, and some products cannot be shipped to international destinations.

When you place an order, we will estimate shipping and delivery dates for you based on the availability of your items and the shipping options you choose. Depending on the shipping provider you choose, shipping date estimates may appear on the shipping quotes page.

Please also note that the shipping rates for many items we sell are weight-based. The weight of any such item can be found on its detail page. To reflect the policies of the shipping companies we use, all weights will be rounded up to the next full pound.

Review

Related Products

Example product title
$226.50 AUD
$226.50 AUD
Example product title
$226.50 AUD
$226.50 AUD
Example product title
$226.50 AUD
$226.50 AUD
Example product title
$226.50 AUD
$226.50 AUD
Example product title
$226.50 AUD
$226.50 AUD
Example product title
$226.50 AUD
$226.50 AUD
Example product title
$226.50 AUD
$226.50 AUD
Example product title
$226.50 AUD
$226.50 AUD
Example product title
$226.50 AUD
$226.50 AUD
Example product title
$226.50 AUD
$226.50 AUD

Recently Viewed Products