Out of stock

This item is currently unavailable

Causal Deep Learning: Encouraging Impact on Real-world Problems Through Causality (Foundations and Trends® in Signal Processing)

Out of stock

Price data last checked 42 day(s) ago - refreshing...

View at Amazon

One email. No newsletter. No nudges.

Gone for 198 days. Could come back at any time — we're watching for you.

Out of stock 198 days · last price £67 · longest previous gap was 1 days

NEW HERE?

Amazon shows you one price. We show you all of them.

Tosheroon watches Amazon prices so you don't have to. Every product on Amazon has a price history — we make it visible. Set the price you'd actually pay, and we'll email you the second it gets there. No app, no account, one email.

WHAT'S ON THIS PAGE

↓ Price chart
when this has been cheap or pricey
↓ Forecast
where the price is heading next
↓ Statistics
all-time high & low, recent range
↑ Price alert
name your number, we'll email you

Price History & Forecast

Grey patches = out of stock. Cheaper = lower on the chart. Hover for exact prices.

Last 650 days · 650 data points (no recent data)

Historical
Generating forecast…
£67.36 £60.36 £61.89 £63.42 £64.94 £66.47 £68.00 01 September 2024 10 February 2025 22 July 2025 31 December 2025 12 June 2026

Price Distribution

Price distribution over 650 days • 6 price levels

Days at Price
Current Price
84 days 104 days 134 days 2 days 145 days 181 days · current 0 45 91 136 181 £61 £62 £63 £65 £66 £67 Days at Price

Price Analysis

Most common price: £67 (181 days, 27.8%)

Price range: £61 - £67

Price levels: 6 different prices over 650 days

Description

Causality has the potential to truly transform the way we solve a large number of real-world problems. Yet, so far, its potential largely remains to be unlocked as causality often requires crucial assumptions which cannot be tested in practice. This monograph, entitled Causal Deep Learning (CDL), presents a new way of looking at causality. The causal deep learning framework in this monograph spans three dimensions: (1) a structural dimension, which incorporates partial yet testable causal knowledge rather than assuming either complete or no causal knowledge among the variables of interest; (2) a parametric dimension, which encompasses parametric forms that capture the type of relationships among the variables of interest; and (3) a temporal dimension, which captures exposure times or how the variables of interest interact (possibly causally) over time. The CDL framework used enables precise categorisation and comparison of causal statistical learning methods. This categorisation is used to provide a comprehensive review of the CDL field. More importantly, CDL enables progress on a variety of real-world problems by aiding partial causal knowledge (including independencies among variables) and quantitatively characterising causal relationships among variables of interest (possibly over time). The framework used clearly identifies which assumptions are testable and which are not, so the resulting solutions can be judiciously adopted in practice. This formulation helps to combine or chain causal representations to solve specific problems without losing track of which assumptions are required to build these solutions, pushing real-world impact in healthcare, economics and business, environmental sciences and education, through causal deep learning.

Product Specifications

Format
paperback
Domain
Amazon UK
Release Date
01 August 2024
Listed Since
05 August 2024

Barcode

No barcode data available

Similar Products You Might Like

Machine Learning for Causal Inference
97% match

Machine Learning for Causal Inference

Springer

£107.05 13 Jun 2026
Causality for Artificial Intelligence: From a Philosophical Perspective
97% match

Causality for Artificial Intelligence: From a Philosophical Perspective

Springer

£32.42 15 Jul 2026
Cause Effect Pairs in Machine Learning (The Springer Series on Challenges in Machine Learning)
96% match

Cause Effect Pairs in Machine Learning (The Springer Series on Challenges in Machine Learning)

Springer

£73.10 06 May 2026
Causal Inference and Discovery in Python: Unlock the secrets of modern causal machine learning with DoWhy, EconML, PyTorch and more
96% match

Causal Inference and Discovery in Python: Unlock the secrets of modern causal machine learning with DoWhy, EconML, PyTorch and more

Packt Publishing

£40.99 16 Jun 2026
Deep Learning: A Visual Approach
96% match

Deep Learning: A Visual Approach

No Starch Press

£55.09 11 Jul 2026
Causal Inference in Econometrics: 622 (Studies in Computational Intelligence, 622)
96% match

Causal Inference in Econometrics: 622 (Studies in Computational Intelligence, 622)

Springer

£140.74 18 Jun 2026
A Practical Machine Learning with R: Tutorials and Case Studies
96% match

A Practical Machine Learning with R: Tutorials and Case Studies

Chapman and Hall/CRC

£80.47 17 Jun 2026
Linear Causal Modeling with Structural Equations (Chapman & Hall/CRC Statistics in the Social and Behavioral Sciences)
96% match

Linear Causal Modeling with Structural Equations (Chapman & Hall/CRC Statistics in the Social and Behavioral Sciences)

CRC Press

£146.97 16 Jun 2026
Statistics and Causality: Methods for Applied Empirical Research: 2 (Wiley Series in Probability and Statistics)
96% match

Statistics and Causality: Methods for Applied Empirical Research: 2 (Wiley Series in Probability and Statistics)

Wiley

£86.37 04 Jul 2026
Deep-Learning-Assisted Statistical Methods with Examples in R (Chapman & Hall/CRC Data Science Series)
96% match

Deep-Learning-Assisted Statistical Methods with Examples in R (Chapman & Hall/CRC Data Science Series)

Chapman and Hall/CRC

£49.39 11 Jul 2026
Machine Learning and Artificial Intelligence: Concepts, Algorithms and Models
96% match

Machine Learning and Artificial Intelligence: Concepts, Algorithms and Models

£90.99 26 Jun 2026
Machine Learning for Business Analytics: Concepts, Techniques, and Applications with Analytic Solver Data Mining
96% match

Machine Learning for Business Analytics: Concepts, Techniques, and Applications with Analytic Solver Data Mining

Wiley

£94.96 07 Jul 2026
Machine Learning: A Guide to Current Research: 12 (The Springer International Series in Engineering and Computer Science, 12)
96% match

Machine Learning: A Guide to Current Research: 12 (The Springer International Series in Engineering and Computer Science, 12)

Springer

£181.04 20 Jun 2026
Modelling and Implementation of Complex Systems: Proceedings of the 6th International Symposium, MISC 2020, Batna, Algeria, October 24‐26, 2020: 156 (Lecture Notes in Networks and Systems, 156)
96% match

Modelling and Implementation of Complex Systems: Proceedings of the 6th International Symposium, MISC 2020, Batna, Algeria, October 24‐26, 2020: 156 (Lecture Notes in Networks and Systems, 156)

Springer

£120.00 09 Jul 2026
Data Science and Predictive Analytics: Biomedical and Health Applications using R (The Springer Series in Applied Machine Learning)
96% match

Data Science and Predictive Analytics: Biomedical and Health Applications using R (The Springer Series in Applied Machine Learning)

Springer

£61.80 12 Jun 2026
Penguin Random House Deep Learning (Adaptive Computation and Machine Learning series)
96% match

Penguin Random House Deep Learning (Adaptive Computation and Machine Learning series)

MIT Press

£63.40 11 Jul 2026
Data Science and Predictive Analytics: Biomedical and Health Applications using R (The Springer Series in Applied Machine Learning)
96% match

Data Science and Predictive Analytics: Biomedical and Health Applications using R (The Springer Series in Applied Machine Learning)

Springer

£81.16 02 Jul 2026
Lecture Notes in Computational Intelligence and Decision Making: 2021 International Scientific Conference "Intellectual Systems of Decision-making and ... and Communications Technologies, 77)
96% match

Lecture Notes in Computational Intelligence and Decision Making: 2021 International Scientific Conference "Intellectual Systems of Decision-making and ... and Communications Technologies, 77)

Springer

£98.23 08 Jul 2026
Causal Models in the Social Sciences
96% match

Causal Models in the Social Sciences

Routledge

£49.89 29 Jun 2026
Data Science and Productivity Analytics: 290 (International Series in Operations Research & Management Science, 290)
96% match

Data Science and Productivity Analytics: 290 (International Series in Operations Research & Management Science, 290)

Springer

£107.85 22 Jul 2026
Springer Data Science and Productivity Analytics Book
96% match

Springer Data Science and Productivity Analytics Book

Springer

£108.00 18 Jul 2026
Data Analytics and AI (Data Analytics Applications)
96% match

Data Analytics and AI (Data Analytics Applications)

CRC Press

£126.24 09 Jul 2026
Math and Architectures of Deep Learning
96% match

Math and Architectures of Deep Learning

Manning

£48.17 10 Jun 2026
Data Analytics and AI (Data Analytics Applications)
96% match

Data Analytics and AI (Data Analytics Applications)

CRC Press

£55.03 16 Jun 2026