Facility Verification

Please verify the inmate's facility before purchasing.

OR

This Publication is Restricted at this Facility.

Paperback of Fundamentals of Data Science Part II: Statistical Modeling by Cayenne Canyon Press, showing the book cover with title.
Pasa el cursor sobre la imagen para ampliarla. Clic en la imagen para aumentar
Paperback of Fundamentals of Data Science Part II: Statistical Modeling by Cayenne Canyon Press, showing the book cover with title.

Fundamentals of Data Science Part II: Statistical Modeling

Cayenne Canyon Press
Precio:
$53.27

Descripción

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.





Author: Jared M. Maruskin
Publisher: Cayenne Canyon Press
Published: 01/17/2022
Pages: 356
Binding Type: Paperback
Weight: 1.10lbs
Size: 9.21h x 6.14w x 0.74d
ISBN13: 9781941043127
ISBN10: 1941043127
BISAC Categories:
- Mathematics | Probability & Statistics | Bayesian Analysis
- Mathematics | Probability & Statistics | Time Series
- Computers | Data Science | Data Modeling & Design

This title is not returnable