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Advanced Statistical Inference and Modelling Using R (course)
Extend your knowledge of linear regression to the situations where the response variable is binary, a count, or categorical.
Free
Characterizations of Univariate Continuous Distributions (Atlantis Studies in Probability and Statistics
Provides in an organized manner characterizations of univariate probability distributions with many new results published.
Free
Data Science: Probability (course)
Learn probability theory -- essential for a data scientist -- using a case study on the financial crisis of 2007-2008.
Free
Introduction to Engineering Mathematics with Applications (course)
Learn basic engineering mathematics and how to apply basic mathematics to solve engineering problems.
Free
Introduction to Probability (course)
Learn probability, an essential language and set of tools for understanding data, randomness, and uncertainty.
Free
Introduction to Probability: Part II – Inference & Processes (course)
Learn how to use probability theory to develop the basic elements of statistical inference and important random process models
Free
Introduction to Statistics: Inference (course)
An introduction to statistical ideas and methods commonly used to make valid conclusions based on data from random samples.
Free
Introduction to Statistics: Probability (course)
An introduction to probability, with the aim of developing probabilistic intuition as well as techniques needed to analyze simple random samples.
Free
Introduction to the Theory of Statistical Inference (Instructor Resources)
the book offers proofs to support the mathematics. It illustrates core concepts using cartoons and provides solutions to all examples and problems.
Free
Introductory Statistical Inference (Instructor Resources)
The author provides a historical context for statistics and statistical discoveries and answers to a majority of the end-of-chapter exercises.
Free
Mathematical understanding of uncertainty (course)
This lecture series discusses how the concept of probability can be used to handle, control, and exploit uncertainty in the real-world.
Free
Normal and Student´s t Distributions and Their Applications (Atlantis Studies in Probability and Statistics
New related results dealing with the distributions of the sum, product and ratio of the independent normal and Student distributions are presented.
Free
Ordered Random Variables: Theory and Applications (Atlantis Studies in Probability and Statistics
The basic building block of Ordered Random Variables is Order Statistics which has several applications in extreme value theory and ordered estimation
Free
Probability - The Science of Uncertainty and Data (course)
Build foundational knowledge of data science with this introduction to probabilistic models.
Free
Probability and Random Variables A Beginner's Guide
If math is not intuitive for you or your quantitative skills are rusty, this book does not give you the kind of step-by-step guidance you'll need.
Free
Probability and Statistics II: Random Variables – Great Expectations to Bell Curves (course)
This course discusses properties and applications of random variables.
Free
Probability and Statistics III: A Gentle Introduction to Statistics (course)
This course provides an introduction to basic statistical concepts. We discuss elementary descriptive statistics and estimation methods.
Free
Probability and Statistics III: A Gentle Introduction to Statistics (course)
provides an introduction to basic probability conceptsm with the goal of enhancing modeling and analysis skills for a variety of real-world problems.
Free
Probability and Statistics in Data Science using Python (course)
Using Python, learn statistical and probabilistic approaches to understand and gain insights from data.
Free
Probability and Statistics in Experimental Physics
This book is a practical introduction to the use of probability and statistics in experimental physics for graduate students, advanced undergraduates
Free