Crash Course on Multivariate Distributions & Standard Multivariate Distributions
Hinglish
Crash Course on Multivariate Distributions & Standard Multivariate Distributions
Happy
In this course, Harsh Jaiswal will cover Multivariate Distributions from Unit 1 to Unit 20. Topics including Joint and marginal p.m.f, joint and marginal p.d.f Conditional c.d.f, and conditional p.m.f will be di... Read more
Ended on Dec 19
Nov 23 - Dec 19, 2022
20 lessons
0 practices
0 questions by educators
Week 1
Nov 21 - 27
5 lessons
Nov
23
Joint and Marginal c.d.f.s of a Random Vector
Lesson 1 • Nov 23 • 1h 45m
Nov
24
Joint & Marginal p.m.f and Joint & Marginal p.d.f
Lesson 2 • Nov 24 • 2h 5m
Nov
25
Conditional c.d.f., Conditional p.m.f., and Conditional p.d.f
Lesson 3 • Nov 25 • 2h 8m
Nov
26
Doubt Clearing Session
Lesson 4 • Nov 26 • 2h 6m
Nov
27
Distribution of Functions of Random Vectors Using Transformation of Variables and Jacobian Method
Lesson 5 • Nov 27 • 2h 7m
Week 2
Nov 28 - Dec 4
7 lessons
Nov
28
Mathematical Expectation of Functions of Random Vectors, Joint Moments, Covariance, and Correlation
Lesson 6 • Nov 28 • 2h 4m
Nov
29
Joint Moment Generating Function & its Properties and Uniqueness of Joint m.g.f
Lesson 7 • Nov 29 • 1h 52m
Nov
30
Doubt Clearing Session
Class was cancelled by the Educator
Dec
1
Conditional Moments, Conditional Expectations, and Conditional Variance
Lesson 9 • Dec 1 • 2h 2m
Dec
2
Additive Properties of Binomial, Poisson, Negative Binomial, Gamma, and Normal Distributions
Class was cancelled by the Educator
Dec
3
Multinomial Distribution as a Generalization of Binomial Distribution and its Properties
Lesson 11 • Dec 3 • 1h 52m
Dec
4
Doubt Clearing Session
Lesson 12 • Dec 4 • 2h 28m
Week 3
Dec 5 - 11
6 lessons
Dec
5
Bivariate Normal Distribution, its Marginal & Conditional Distributions, and Related Properties
Lesson 13 • Dec 5 • 1h 47m
Dec
6
Practice Session - Part I
Lesson 14 • Dec 6 • 2h 28m
Dec
7
Practice Session - Part II
Lesson 15 • Dec 7 • 2h 31m
Dec
8
Doubt Clearing Session
Class was cancelled by the Educator
Dec
9
Practice Session - Part III
Lesson 17 • Dec 9 • 2h 34m
Dec
10
Practice Session - Part IV
Class was cancelled by the Educator