SDS 390 - Spring 2019
Home
Syllabus
Schedule
Resources
Helpful Links
Troubleshooting R Markdown
Lecture Slides
Basic Psychometrics
Path Analysis
Intro to Causal Inference
Factor Analysis
Structural Equation Modeling
Estimation and Fit
Miscellaneous Topics in SEM
Code
Exploratory Factor Analysis
Confirmatory Factor Analysis
Structural Equation Modeling
Labs
Multiple Regression
Psychometrics
Path Analysis
Factor Analysis
Structural Equation Modeling
Assignments
All Labs
Show'Ntell
Project
Resources
Smith Moodle
Basic Math Reviewsheet
OpenIntro with Randomization and Simulation
PDF
of the textbook
R packages:
openintro
and
OIdata
Click on “Typos and feedback” to send corrections to the authors
an online
survey
RStudio IDE
Choose one of two options:
Log on to the Smith College
RStudio Server
Download and install
RStudio Desktop
Download and install
R
Learn more about
R Markdown
printable
Reference Guide for R Markdown
RStudio’s
cheatsheets
for:
R Markdown
Data Wrangling with
dplyr
Data Visualization with
ggplot2
Packages you should install:
mosaic
,
mosaicData
,
openintro
,
OIdata
,
knitr
,
markdown
Interactive tutorials via
swirl
and
DataCamp
Using R with the
mosaic
package
the
mosaic
package
Graphics with mosaic
Less Volume, More Creativity
Minimal R
for Intro Stats: one page handout with R commands
mosaic resources
A Student’s Guide to R
Randomization-based inference using the mosaic package
Data Computing
at Macalester
Quantitative Resources on campus
Statistics TAs
are available Sunday through Thursday from 7-9 pm in Burton 301
visit the
Spinelli Center for Quantitative Learning
list of
single-topic workshops
hosted by the Spinelli Center