Fundamentals of Data Science Part II: Statistical Modeling
Author:   Jared M Maruskin
Publisher:   Cayenne Canyon Press
ISBN:  

9781941043127


Pages:   356
Publication Date:   17 January 2022
Format:   Paperback
Availability:   Available To Order   Availability explained
We have confirmation that this item is in stock with the supplier. It will be ordered in for you and dispatched immediately.

Our Price $59.49 Quantity:  
Add to Cart

Share |

Fundamentals of Data Science Part II: Statistical Modeling


Add your own review!

Overview

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.

Full Product Details

Author:   Jared M Maruskin
Publisher:   Cayenne Canyon Press
Imprint:   Cayenne Canyon Press
Dimensions:   Width: 15.60cm , Height: 1.90cm , Length: 23.40cm
Weight:   0.499kg
ISBN:  

9781941043127


ISBN 10:   1941043127
Pages:   356
Publication Date:   17 January 2022
Audience:   General/trade ,  General
Format:   Paperback
Publisher's Status:   Active
Availability:   Available To Order   Availability explained
We have confirmation that this item is in stock with the supplier. It will be ordered in for you and dispatched immediately.

Table of Contents

Reviews

Author Information

Tab Content 6

Author Website:  

Customer Reviews

Recent Reviews

No review item found!

Add your own review!

Countries Available

All regions
Latest Reading Guide

MRG2025CC

 

Shopping Cart
Your cart is empty
 Shopping cart
Mailing List

 

Sign up now