BooksCloudSKU: 9781941043127
Fundamentals of Data Science Part II: Statistical Modeling - Paperback
$64.53
/
Shipping calculated at checkout.
In stock (50)
$64.53
Fundamentals of Data Science Part II: Statistical Modeling - Paperback
$64.53
/
Fundamentals of Data Science Part II: Statistical Modeling - Paperback
$64.53
/
Still deciding?
Payment & Security
Your payment information is processed securely. We do not store credit card details nor have access to your credit card information.
Security
Related categories
High-Quality MaterialsMade with premium materials for long-lasting use.
Easy to UseSimple design for quick setup and convenience.
Versatile & Multi-PurposePerfect for home, office, or on-the-go.
Satisfaction GuaranteeLove it or return it for a full refund.
by Jared M. Maruskin (Author)
In Part II of this series, we cover the elements of statistical modeling, focusing on:
- validation methodology
- principles of object-oriented design
- linear and logistic regression
- generalized linear models
- causality
- time series analysis
- Bayesian statistics, including simulations in pymc3
- Modeling customer lifetime values, including a detailed study of the beta-Bernoulli/beta-binomial model, a discretized version of the classic Pareto/NBD
- an introduction to credibility theory
The theory is illustrated with simulations in Python throughout the text.
Number of Pages: 356
Dimensions: 0.74 x 9.21 x 6.14 IN
Publication Date: January 17, 2022
Free shipping on all U.S. orders
Easy returns and exchanges
30 day money back guarantee
