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YT 10 minutes 13 seconds
33K views Shared 6 years ago
Ox educ
An introduction to vectors and dual vectors
YT 7 minutes 5 seconds
20K views Shared 6 years ago
Ox educ
What are dual vectors?
YT 8 minutes 38 seconds
22K views Shared 8 years ago
Ox educ
How to visualise a one-form
YT 2 minutes 4 seconds
3.1K views Shared 9 years ago
Ox educ
Cauchy Schwarz Inequality Proof part 2
YT 5 minutes 30 seconds
2.3K views Shared 9 years ago
Ox educ
Finite sample properties of Wald + Score and Likelihood Ratio test statistics
YT 4 minutes 21 seconds
6.6K views Shared 9 years ago
Ox educ
Independence in statistics an introduction
YT 6 minutes 25 seconds
17K views Shared 9 years ago
Ox educ
Cauchy Schwarz Inequality Proof
YT 7 minutes 44 seconds
12K views Shared 9 years ago
Ox educ
76 method of moments log normal distribution
YT 6 minutes 34 seconds
14K views Shared 9 years ago
Ox educ
78 method of moments linear regression
YT 6 minutes 8 seconds
50K views Shared 9 years ago
Ox educ
The intuition behind Jensen's Inequality
YT 10 minutes 24 seconds
4.4K views Shared 9 years ago
Ox educ
Zero conditional mean of errors
YT 7 minutes 48 seconds
17K views Shared 9 years ago
Ox educ
75 method of moments normal distribution
YT 4 minutes 24 seconds
63K views Shared 9 years ago
Ox educ
Jensen's Inequality proof
YT 7 minutes 4 seconds
8K views Shared 10 years ago
Ox educ
43 - Prior predictive distribution (a negative binomial) for gamma prior to poisson likelihood 2
YT 11 minutes 42 seconds
13K views Shared 10 years ago
Ox educ
44 - Posterior predictive distribution a negative binomial for gamma prior to poisson likelihood
YT 5 minutes 10 seconds
10K views Shared 10 years ago
Ox educ
40 - Poisson model: crime count example introduction
YT 8 minutes 33 seconds
33K views Shared 10 years ago
Ox educ
41 - Proof: Gamma prior is conjugate to Poisson likelihood
YT 7 minutes 51 seconds
14K views Shared 10 years ago
Ox educ
42 - Prior predictive distribution for Gamma prior to Poisson likelihood
YT 9 minutes 57 seconds
8.8K views Shared 10 years ago
Ox educ
37 - The Poisson distribution - an introduction - 1
YT 17 minutes 28 seconds
239K views Shared 10 years ago
Ox educ
39 - The gamma distribution - an introduction
YT 10 minutes 45 seconds
9.3K views Shared 10 years ago
Ox educ
38 - The Poisson distribution - an introduction - 2
YT 8 minutes 14 seconds
6.1K views Shared 10 years ago
Ox educ
36 - Population mean test score - normal prior and likelihood
YT 7 minutes 40 seconds
11K views Shared 10 years ago
Ox educ
33 - Normal prior conjugate to normal likelihood - intuition
YT 5 minutes 58 seconds
18K views Shared 10 years ago
Ox educ
35 - Normal prior and likelihood - posterior predictive distribution
YT 6 minutes 7 seconds
11K views Shared 10 years ago
Ox educ
34 - Normal prior and likelihood - prior predictive distribution
YT 4 minutes 27 seconds
20K views Shared 10 years ago
Ox educ
32 - Normal prior conjugate to normal likelihood - proof 2
YT 5 minutes 13 seconds
30K views Shared 10 years ago
Ox educ
31 - Normal prior conjugate to normal likelihood - proof 1
YT 6 minutes 4 seconds
17K views Shared 10 years ago
Ox educ
30 - Normal prior and likelihood - known variance
YT 8 minutes 44 seconds
75K views Shared 10 years ago
Ox educ
Method of Moments and Generalised Method of Moments Estimation part 2
YT 6 minutes 44 seconds
16K views Shared 10 years ago
Ox educ
13 exchangeability what is its significance?
YT 5 minutes 30 seconds
44K views Shared 10 years ago
Ox educ
17 - Conjugate priors - an introduction
YT 10 minutes 3 seconds
133K views Shared 10 years ago
Ox educ
19 - Beta distribution - an introduction
YT 5 minutes 12 seconds
47K views Shared 10 years ago
Ox educ
20 - Beta conjugate prior to Binomial and Bernoulli likelihoods
YT 7 minutes 54 seconds
46K views Shared 10 years ago
Ox educ
24 - Bayesian inference in practice - posterior distribution: example Disease prevalence
YT 9 minutes 41 seconds
22K views Shared 10 years ago
Ox educ
29 - Posterior predictive distribution: example Disease
YT 7 minutes 21 seconds
24K views Shared 10 years ago
Ox educ
15a - Maximum likelihood estimator - short introduction
YT 4 minutes 21 seconds
12K views Shared 10 years ago
Ox educ
22 - Beta conjugate to Binomial and Bernoulli likelihoods - full proof 2
YT 7 minutes 59 seconds
24K views Shared 10 years ago
Ox educ
27 - Prior predictive distribution: example Disease - 1
YT 6 minutes 53 seconds
13K views Shared 10 years ago
Ox educ
25 - Bayesian inference in practice - Disease prevalence
YT 5 minutes 2 seconds
17K views Shared 10 years ago
Ox educ
21 - Beta conjugate to Binomial and Bernoulli likelihoods - full proof
YT 8 minutes 1 second
92K views Shared 10 years ago
Ox educ
Method of moments and generalised method of moments - basic introduction
YT 2 minutes 41 seconds
10K views Shared 10 years ago
Ox educ
23 - Beta conjugate to Binomial and Bernoulli likelihoods - full proof 3
YT 6 minutes 52 seconds
13K views Shared 10 years ago
Ox educ
27 - Prior predictive distribution: example Disease - 2
YT 5 minutes 44 seconds
143K views Shared 10 years ago
Ox educ
26 - Prior and posterior predictive distributions - an introduction
YT 8 minutes 27 seconds
42K views Shared 10 years ago
Ox educ
18 - Bernoulli and Binomial distributions - an introduction
YT 4 minutes 31 seconds
7.6K views Shared 10 years ago
Ox educ
Course syllabus (Stat. Mech. #1)
YT 5 minutes 59 seconds
22K views Shared 10 years ago
Ox educ
What is the ergodic hypothesis? (Stat. Mech. #4)
YT 5 minutes 1 second
2.7K views Shared 10 years ago
Ox educ
What Are Thermodynamic Potentials? Part 2: Free Energy and Granpotential (Stat. Mech. #3)
YT 9 minutes 28 seconds
20K views Shared 10 years ago
Ox educ
Microcanonical ensemble (Stat. Mech. #5)
YT 4 minutes 25 seconds
1.9K views Shared 10 years ago
Ox educ
9 - Expectations and variance of a random vector - part 1
YT 6 minutes 58 seconds
2.7K views Shared 10 years ago
Ox educ
2 - Matrix formulation of econometrics - example
YT 7 minutes 48 seconds
1.9K views Shared 10 years ago
Ox educ
7 - Ordinary Least Squares Estimators - derivation in matrix form - part 2
YT 4 minutes 9 seconds
1.1K views Shared 10 years ago
Ox educ
21 - Geometric intepretation of least squares - orthogonal projection
YT 3 minutes 36 seconds
745 views Shared 10 years ago
Ox educ
24 - Orthogonal Projection Operator in Least Squares - part 2
YT 6 minutes
1.3K views Shared 10 years ago
Ox educ
16 - The Gauss-Markov Theorem proof - matrix form - part 2
YT 5 minutes 9 seconds
1.4K views Shared 10 years ago
Ox educ
10 - Expectations and variance of a random vector - part 2
YT 7 minutes 37 seconds
3K views Shared 10 years ago
Ox educ
3 - How to differentiate with respect to a vector - part 1
YT 2 minutes 40 seconds
968 views Shared 10 years ago
Ox educ
28 - Estimating the error variance in matrix form - part 3
YT 5 minutes 49 seconds
1.2K views Shared 10 years ago
Ox educ
18 - Geometric Interpretation of Ordinary Least Squares: An Introduction
YT 3 minutes 39 seconds
1K views Shared 10 years ago
Ox educ
27 - Estimating the error variance in matrix form - part 2