Syllabus
Schedule
Class
Sep 01: Getting Started
Sep 08: Data Wrangling
Sep 15: RMarkdown & Plotting
Sep 22: Intro to formr
Oct 06: Conjoint Questions
Oct 13: Utility Models
Oct 20: Optimization & MLE
Oct 27: Uncertainty
Nov 03: DOE & Power Analysis
Nov 10: WTP & Simulations
Nov 17: Heterogeneity
Dec 01: Exam Review & Final Analysis Overview
Dec 08: Exam Solutions
Assignments
Self Assessment (optional)
Sep 01: Data Wrangling (Due 09/07)
Sep 08: Plotting (Due 09/14)
Sep 15: formr (Due 09/21)
Oct 06: Utility Models (Due 10/12)
Oct 13: Estimation (Due 10/19)
Oct 20: Uncertainty (Due 10/26)
Oct 27: Design of Experiment (Due 11/02)
Nov 03: WTP & Simulations (Due 11/09)
Nov 10: Heterogeneity (Due 11/16)
Dec 01: Exam (Due 12/05)
Project
Project Overview
Project Proposal (Due 09/26)
Survey Plan (Due 10/05)
Pilot Survey (Due 10/15)
Pilot Analysis (Due 11/07)
Final Survey (Due 11/14)
Final Analysis (Due 12/13)
Final Presentation (Due 12/15)
References
Course Software
Getting Help
Visualizing Data
Programming in R
R Markdown
Other
Tools
RStudio Server
Schedule a meeting w/Prof. Helveston
About
License
Contact
Source files
Programming in R
Programming in R
Programming for Analytics course website
Grolemund, Garrett. “Hands-On Programming with R” [
free online
], [
buy on amazon
]
Peng, Roger D. “R Programming for Data Science” [
online - pay what you want
]
Data Analysis in R
Grolemund, Garrett and Wickham, Hadley. “R for Data Science” [
free online
], [
buy on amazon
]
Peng, Roger D. “Exploratory Data Analysis with R” [
online - pay what you want
]
16 HOWTO’s
, by Lingyun Zhang
RMarkdown
Andrew Heiss’s Markdown guide
60 second markdown guide
10 minute markdown tutorial
Markdown It
: Quickly demo Markdown code.
Table generator
: Create tables and get export code for multiple formats.
CMU RMarkdown guide (very detailed)
RStudio “Cheatsheets”
All cheatsheets
Data wrangling with the
dplyr
library
Data visualization with the
ggplot2
library
RMarkdown
EMSE 6035: Marketing Analytics for Design Decisions (Fall 2021)
Wednesdays |
6:10 - 8:40 PM |
SEH 7040
|
Dr. John Paul Helveston
|
jph@gwu.edu
LICENSE: CC-BY-SA