EMSE 6765

Syllabus

Introduction

Prereq Review

Course Files

R - Files

Python - Files

Solutions

Project Files

<< Courses Home Page

<< Home Page

DATA ANALYSIS FOR ENGINEERS AND SCIENTISTS:

Part 1: Statistics Review

Solutions Homework Set 1:
Part A: Question 1: CHALLENGER.mpx, MortgageRate.mpx, NORMALSAMPLE.mpx, POWERDATA.mpx, ROPEDATA.mpx
Part A: Question 2: Solution Homework 1 - Problem 2.pdf, Solution Homework 1 - Problem 2.xlsx
Part B: Chapter 15 Homework.pdf, Chapter 15 Homework.xlsx, Chapter 16 Homework.pdf, Homework Chapter 16.xlsx

Solutions Homework Set 2:
Part A: SolutionHomeworkSet2_Part_A.xlsx,
Part B: Chapter 19 Homework.pdf, Chapter 20 Homework.pdf, Chapter 23 Homework.pdf

Part 2: Statistical Inference

Solutions Homework Set 3:
HW Set 3 Solutions.pdf, HW Set 3 Solutions.xlsx

Solutions in R:
Homework_Set_3_Q2.R, Homework_Set_3_Q3.R, Homework_Set_3_Q4.R

Solutions Homework Set 4:
HW Set 4 Solutions.pdf, HW Set 4 Solutions.xlsx

Part 3: Hotelling's T^2 Multivariate Test

Solutions Homework Set 5:
HW Set 5 Solution.pdf, HW Set 5 Solution.xlsx

Solutions in R:
HW Set 5 Solution Q1 - Equal Variances.R, HW Set 5 Solution Q1 - Non Equal Variances.R, HW Set 5 Solution Q2.R

Solutions Homework Set 6:
HW Set 6 Solution.pdf, HW_SET_6_Solution.xlsx

Part 4: Practice Midterm Exam:

Solutions Practice Exam: Practice Exam 6765 Solution.pdf, Practice_Exam_6765 Solution.xlsx

Part 5: Regression Analysis

Solutions Homework Set 7:
absentee_solution.xlsx , ABSENTEE_REGRESSION.mpx

Part 6: Principal Component Analysis
Solutions Homework Set 8:
Question_1_Solution.xlsx, Drug_Use_Solution.xlsx

Part 7: Analysis of Variance (ANOVA)
Solutions Homework Set 9:
Cereal_Solution.xlsx

Select Chapters:
Chapter 2.PDF, Chapter 3.PDF, Chapter 4.PDF