Bayesian Statistics: From Concept to Data Analysis (Coursera)

Bayesian Statistics: From Concept to Data Analysis (Coursera)

Añade tu reseña
Añadir a Mis FavoritosAñadido a tus favoritosEliminado de tus favoritos 0
Añadir para comparar

Descripción de “Bayesian Statistics: From Concept to Data Analysis (Coursera)”

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 the philosophy of the Bayesian approach as well as how to implement it for common types of data. We will compare the Bayesian approach to the more commonly-taught Frequentist approach, and see some of the benefits of the Bayesian approach.

In particular, the Bayesian approach allows for better accounting of uncertainty, results that have more intuitive and interpretable meaning, and more explicit statements of assumptions. This course combines lecture videos, computer demonstrations, readings, exercises, and discussion boards to create an active learning experience. For computing, you have the choice of using Microsoft Excel or the open-source, freely available statistical package R, with equivalent content for both options. The lectures provide some of the basic mathematical development as well as explanations of philosophy and interpretation. Completion of this course will give you an understanding of the concepts of the Bayesian approach, understanding the key differences between Bayesian and Frequentist approaches, and the ability to do basic data analyses.

Especificaciones: Bayesian Statistics: From Concept to Data Analysis (Coursera)

Curso ofrecido por
Disponibilidad

✔ Disponible

Plataforma

Universidad

Impartido por

Herbert Lee

País

USA

Nivel, duración y fechas
Nivel

No informado

Fecha

04/05/2020

Duración

4 semanas

Tiempo necesario

2-5 horas/semana

Idioma del curso
Idioma vehicular

Inglés

Subtítulos

Inglés

Exámenes y Certificados
Certificados

Certificado de Pago

Exámenes/Proyectos

Con Examen/Proyecto Final

User Reviews

0.0 fuera de 5
0
0
0
0
0
Write a review

Aún no hay reseñas.

Se el primero en opinar sobre “Bayesian Statistics: From Concept to Data Analysis (Coursera)”

Tu dirección de correo electrónico no será publicada. Los campos obligatorios están marcados con *

Antes de enviar tu opinión, has de aceptar nuestra política de cookies y privacidad

Bayesian Statistics: From Concept to Data Analysis (Coursera)
Bayesian Statistics: From Concept to Data Analysis (Coursera)

Este sitio web utiliza cookies para un correcto funcionamiento. Si continúas navegando estás dando tu consentimiento para estas cookies y aceptas nuestra política de cookies, clic para más información.

ACEPTAR
Aviso de cookies
Comparar artículos
  • Total (0)
Comparar
0