Cover image of Statistics

Statistics

Our Applied Statistics courses give you the opportunity to use professional software and real data. Statistics research aims to develop novel statistical methodology motivated by applications includin... Read more

Podcast cover

Regression vodcast 3.3

Regression vodcast 3.3

Further features of the hat matrix; y=Hy, X=HX, e=(I-H)y [Released under Creative Commons Attribution-NonCommercial-Sha... Read more

17 Oct 2013

Podcast cover

Regression vodcast 3.2

Regression vodcast 3.2

Properties of (I-H); symmetric, idempotent, trace = n-p [Released under Creative Commons Attribution-NonCommercial-Shar... Read more

17 Oct 2013

Similar Podcasts

Podcast cover

Exponential.Family_the.Binomial

Exponential.Family_the.Binomial

This video shows that the Binomial belongs to the Exponential Family. [Released under Creative Commons Attribution-NonC... Read more

18 Feb 2013

Podcast cover

Binomial.Conjugate.Analysis

Binomial.Conjugate.Analysis

In this video Bayes' theorem is applied to the Binomial density, choosing an appropriate conjugate prior. [Released und... Read more

18 Feb 2013

Most Popular Podcasts

Podcast cover

GLMs - estimating phi

GLMs - estimating phi

Brief slide explaining how to estimate phi in a GLM [Released under Creative Commons Attribution-NonCommercial-ShareAli... Read more

16 Jan 2013

Podcast cover

Normal Density (Canonical) Exponential Family Format

Normal Density (Canonical) Exponential Family Format

The Normal density written in (Canonical) form of the Exponential Family format suitable for GLMs [Released under Creat... Read more

16 Jan 2013

Podcast cover

Exponential family (canonical form)

Exponential family (canonical form)

Brief outline of the canonical form of the exponential family, illustrated with the Poisson distribution. [Released und... Read more

11 Jan 2013

5mins

Podcast cover

Introduction to Standard Uniform Distribution

Introduction to Standard Uniform Distribution

This briefly and roughly introduces the standard uniform distribution [Released under Creative Commons Attribution-NonC... Read more

11 Jan 2013

11mins

Podcast cover

Regression: one possible model

Regression: one possible model

Here we set out the simplest statistical model we could perhaps suggest for the regression situation, and see what beta_... Read more

8 Dec 2012

6mins

Podcast cover

Maximum_likelihood_mu_js

Maximum_likelihood_mu_js

Maximum likelihood for the Normal distribution [Released under Creative Commons Attribution-NonCommercial-ShareAlike 2.... Read more

2 Nov 2012

“Podium: AI tools for podcasters. Generate show notes, transcripts, highlight clips, and more with AI. Try it today at https://podium.page”