01
Programming Primer
106 pagesP. Boily and J. Schellinck, with contributions from K. Cheung, A. Crowther, C. Ma, and E. Ghashim.
DUDADS Volume 1
Prelude to Data Understanding
An extensive first volume covering computational foundations, mathematical tools, probability, introductory statistics, regression, time series, survey sampling, experimental design, and simulation.
Available
Quadrangle Editions
Table of contents
02
Multivariate Calculus for Data Analysis
40 pagesF. Donzelli and P. Boily.
03
Overview of Linear Algebra
34 pagesF. Donzelli, with contributions by P. Boily.
04
Basics of Numerical Methods
46 pagesP. Boily, inspired by D. Guignard.
05
A Survey of Optimization
26 pagesP. Boily and K. Cheung.
06
Probability and Applications
84 pagesP. Boily, inspired by R. Kulik.
07
Introductory Statistical Analysis
72 pagesP. Boily, with contributions from S. Hagiwara.
08
Classical Regression Analysis
82 pagesP. Boily, inspired by G. Lamothe.
09
Time Series and Forecasting
108 pagesP. Boily, inspired by R. Kulik.
10
Survey Sampling Methods
134 pagesP. Boily, inspired by P. Farrell.
11
The Design of Experiments
70 pagesP. Boily, inspired by D. Haziza.
12
Simulations and Modeling
23 pagesJ. Schellinck and P. Boily.