Introduction to Descriptive Statistics

Extension: PDF | 692 pages

Introduction to Statistics, provides an introduction to statistics that covers key concepts such as descriptive and inferential statistics, distributions, probability, research design, hypothesis testing, regression, and more.

Extension: PDF | 442 pages

An Introduction to the Science of Statistics: From Theory to Implementation, covers fundamental topics in statistics, from the organization and presentation of data to the description of numerical distributions, correlation, regression, and probabilities. Includes selected exercises to reinforce practical learning.

Extension: PDF | 773 pages

Probability and Statistics, is a document that addresses topics of probability and statistics, exploring probabilistic models, random variables, distributions, expectations and sampling distributions, among other fundamental concepts in the field of statistics.

Extension: PDF | 163 pages

Introduction of Statistics, is a book that addresses fundamental concepts of statistics, including areas of common use, types of data, statistical terminology, data collection, descriptive statistics, measures of central tendency and variability, probability distributions, simple linear regression, among other relevant topics to understand and apply statistical principles in various contexts.

Extension: PDF | 74 pages

Parametric and Non-Parametric Statistics for Program Performance Analysis and Comparison, is a report that addresses the analysis and comparison of program performance using parametric and non-parametric statistics. It provides precise metrics to evaluate program performance and compares the difference between parametric and non-parametric statistics, using Gaussian mixture models.