This course has been designed so that there is strong emphasis in computational aspects of Bayesian data analysis and using the latest computational tools. If ... Aalto 2024 · BDA3 notes · Demos · Project work

This course introduces the Bayesian approach to statistics, starting with the concept of probability and moving to the analysis of data. We will learn about ...

Bayesian Data Analysis · BDA course 1.1 Introduction to uncertainty and modelling · BDA course 1.2 Introduction to the course contents · BDA 2019 Lecture 2.1 ...

This free course on Bayesian data analysis will teach you basic ideas about random variables and probability distributions, Bayes' rule, and its application in ...

The goal of the course is ensure that students understand topics and principles of Bayesian approach to analyzing social science data.

Individual course · Bayesian probability theory and bayesian inference · Bayesian models and their analysis · Computational methods, Markov-Chain Monte Carlo.

The course consists of 12 lectures, 9 assignments, a project work, and a project presentation in periods I and II. It's good start reading the material for the ...

This Specialization is intended for all learners seeking to develop proficiency in statistics, Bayesian statistics, Bayesian inference, R programming, and much ... From Concept to Data Analysis · Bayesian Statistics · Time Series Analysis

This course provides a general, application-oriented introduction to Bayesian data anlysis. The course lays the foundation for "thinking like a Bayesian" by ...

The aim of this course is to equip students with the skills to perform and interpret Bayesian statistical analyses.