STA 312 — Distribution Theory I

About this course

STA 312 Distribution Theory I is a 300 Level course in the Statistics department, taught in the Second Semester. On La-Net Hub you can watch all 30 recorded lectures for free, grouped into 10 series, read the course lecture note online or download it as a PDF, and test yourself with practice questions.

Bivariate moment generating functions and bivariate distributions

Bivariate normal distributions & classical families

Lectures in this course

Series 1: Bivariate moment generating functions and bivariate distributions · Part 1

1. STA 312 SERIES 4.1 5 minutes 11 seconds
2. STA 312 SERIES 4.2 6 minutes 45 seconds
3. STA 312 SERIES 4.3 10 minutes 33 seconds

Series 2: Bivariate moment generating functions and bivariate distributions · Part 2

1. STA 312 SERIES 4.1 4 minutes 57 seconds
2. STA 312 SERIES 4.2 6 minutes 19 seconds
3. STA 312 SERIES 4.3 10 minutes

Series 3: Bivariate normal distributions & classical families · Part 1

1. STA 312 SERIES 5.1 6 minutes 27 seconds
2. STA 312 SERIES 5.2 6 minutes 21 seconds
3. STA 312 SERIES 5.3 10 minutes 59 seconds

Series 4: Bivariate normal distributions & classical families · Part 2

1. STA 312 SERIES 5.1 6 minutes 1 second
2. STA 312 SERIES 5.2 5 minutes 57 seconds
3. STA 312 SERIES 5.3 10 minutes 21 seconds

Series 5: Cumulants, generating functions, and special distributions

1. STA 312 SERIES 2.1 5 minutes 41 seconds
2. STA 312 SERIES 2.2 7 minutes 26 seconds
3. STA 312 SERIES 2.3 9 minutes 4 seconds

Series 6: Cumulants, generating functions, and special univariate distributions

1. STA 312 SERIES 2.1 6 minutes 8 seconds
2. STA 312 SERIES 2.2 7 minutes 50 seconds
3. STA 312 SERIES 2.3 9 minutes 38 seconds

Series 7: The central limit theorem

1. STA 312 SERIES 3.1 4 minutes 56 seconds
2. STA 312 SERIES 3.2 8 minutes 40 seconds
3. STA 312 SERIES 3.3 7 minutes 50 seconds

Series 8: The central limit theory

1. STA 312 SERIES 3.1 5 minutes 17 seconds
2. STA 312 SERIES 3.2 9 minutes 7 seconds
3. STA 312 SERIES 3.3 8 minutes 24 seconds

Series 9: Transformation techniques and order statistics · Part 1

1. STA 312 SERIES 1.1 4 minutes 56 seconds
2. STA 312 SERIES 1.2 5 minutes 43 seconds
3. STA 312 SERIES 1.3 11 minutes 2 seconds

Series 10: Transformation techniques and order statistics · Part 2

1. STA 312 SERIES 1.1 4 minutes 41 seconds
2. STA 312 SERIES 1.2 8 minutes 3 seconds
3. STA 312 SERIES 1.3 7 minutes 49 seconds

Lecture note

Read the full STA 312 lecture note online or download the PDF.

Open lecture note

More Statistics courses

• STA 311 — Probability III
• STA 321 — Statistical Inference III
• STA 322 — Regression and Analysis of Variance I
• STA 324 — Survey methods and sampling theory
• STA 331 — Installation and Setup of Statistical Computing Packages (R and SAS)
• STA 211 — Probability II