CIVL 7012/8012

Probabilistic Methods for Engineers

Syllabus

Lecture 1 (1/22/2018): Collection and analysis of data

Lecture 2 (1/24/2018): Basic axioms of probability

Lecture 3 (1/29/2018): Practice Problems

Lecture 4 (1/31/2018): Discrete Distributions

Lecture 5 (2/5/2018): Continuous Distributions

Lecture 6 (2/7/2018): Continuous Distributions

Lecture 7 (2/12/2018): Multivariate Distributions

Lecture 8 (2/14/2018): Confidence Intervals

Lecture 9 (2/19/2018): Fitting a Distributon

Spreadsheet on Fitting a Distribution

Lecture 9 (2/19/2018): Hypothesis Testing

Lecture 10 (2/21/2018): Nonparametric Test

Lecture 11 (2/26/2018): ANOVA

ANOVA Example

Lecture 12 (3/14/2018): Simple Linear Regression I

Lecture 13 (3/19/2018): Simple Linear Regression II

Lecture 14 (3/21/2018): Simple Linear Regression III

Lecture 15 (3/26/2018): Multiple Linear Regression I

Lecture 16 (3/28/2018): In Class Exercises

Lecture 17 (4/2/2018): Categorical Variables in Multiple Regression

Lecture 18 (4/4/2018): Logistic Regression

Logistic Regression Example

SLR Spreadsheet

Lecture 19 (4/9/2018): Makeup Exam

Data Makeup Exam

Student Presentation -1 (4/11/2018)

Student Presentation -1 (4/16/2018)

Lecture 20 (4/16/2018): Multicollinearity and Validation

Lecture 21 (4/23/2018): Count Data Models

Lecture 22 (4/25/2018): Categorical Variable Associations

Homeworks

Homework 1 (1/29/2018) 

Data Homework 1

Homework 2 (2/12/2018)

Homework 3 (2/19/2018)

Homework 4 (3/28/2018)