Class times: 1:15 - 2:30 pm Tuesdays and Thursdays in LeConte College 103
Office hours: 3:00 - 4:00 pm Tuesdays and Wednesdays in LeConte College 216C
TA office hour: Patrick Jin, 12:00 - 1:00 pm Mondays in LeConte College 111
| R notes | Annotated | Code | Topics |
|---|---|---|---|
| R objects | Rscript | Introduction, types of objects in R | |
| R basic operations | Rscript | Arithmetic operations, logical comparisons, statistics functions, missing values, applying functions to matrices and arrays, making plots | |
| R defining functions | Rscript | Defining functions, conditional programming | |
| R for loops | Rscript | For loop, nested for loops | |
| R while loops | Rscript | While loops | |
| R statistics functions | Rscript | Statistics functions | |
| R Monte Carlo methods | Rscript | Monte Carlo methods for integration and optimization | |
| R Monte Carlo experiments | Rscript | Monte Carlo experiments for investigating performance of statistical inference methods | |
| R importing data | Rscript | Importing and formatting data | |
| R manipulating data | Rscript | Merging, stacking, reshaping, and aggregating data |
| Python notes | Annotated | Code | Topics |
|---|---|---|---|
| Python objects | Notebook Notebook 2 |
Introduction, types of objects, NumPy arrays | |
| Python basic operations | Notebook | Defining functions, plotting in Matplotlib, conditional programming |
| Homework | Due |
|---|---|
| R Homework 1 | Th. Sep 18, 11:59 pm. Render to html, print to pdf, upload to Blackboard. |
| R Homework 2 | Th. Oct 2, 11:59 pm. Render to html, print to pdf, upload to Blackboard. |
| Exams | Solutions |
|---|---|
| Exam I | Exam I sol |
| Exam II, Th. Nov 6 | |
| Final Exam, Th. Dec 11, 12:30 pm |