Archive from Fall 2014
This space will be used to communicate with students in the Introduction to Biological Statistics Course. Here, you will find copies of lecture materials, exercises and other relevant resources. For more information, contact Nathaniel Pope at npope@coa.edu, spncrfx@gmail.com, or Nichole Bennett at nichole.lynn.bennett@gmail.com.
The goal of this workshop is to provide graduate students early in their studies with a broad set of statistical tools which can be applied to future research problems. The workshop focuses on statistical analysis in R, and we provide basic R instruction for beginners. Past workshops have included broad overviews and workable examples of the following types of analysis: linear models and model fitting, time series analysis, spatial statistics, phylogenetics, population genetics, population dynamics and principal components analysis. This workshop is not meant replace formal course work in statistics. Instead, it provides participants with a foundation of knowledge that can be built upon by future study.
An annotated list of Statistics Resources is available on Google Drive.
This course meets Fridays 1-2:30 pm in GDC 7.514 .
Prerequisite R knowledge assumed for statistics topics lectures:
If you're attending any of the specific statistics topics lectures, we expect that you have a good understanding of the material presented in the first three weeks of class. We also expect that you can do the following in R: access help files for functions, load data, and install R packages. If you need extra practice/instruction in loading data or installing packages, we have the following cheat sheets for you.
Week | Date | Topic | Instructor |
---|---|---|---|
1 | 8/29 | Probability and Statistics Refresher | Nichole Bennett |
2 | 9/5 | Introduction to R Programming | Nichole Bennett/ Nate Pope |
3 | 9/12 | Linear Models | Nate Pope |
4 | 9/19 | Generalized Linear Models | Nate Pope |
5 | 9/26 | Mixed Models | Nate Pope |
6 | 10/3 | Bayesian Statistics | Nate Pope/ Nichole Bennett |
7 | 10/10 | Cautions in Using Frequentist Statistics | Martha Smith |
8 | 10/17 | Spatial Statistics | Jennifer Miller |
9 | 10/24 | qPCR analysis | Rayna Harris |
10 | 10/31 | Missing Data | Mike Daniels |
11 | 11/7 | Data Manipulation/Visualization | Sean Maguire |
12 | 11/14 | Population Genetics | Antonio Castilla |
13 | 11/21 | Network Modeling | Amanda Perofsky |
11/28 | NO CLASS (Thanksgiving Holiday) | ||
14 | 12/5 | Multivariate Statistics | Elizabeth Milano |
Peer-led Introduction to Biological Statistics by https://utexas.atlassian.net/wiki/display/CCBB/Introduction+to+Biological+Statistics+Course is licensed under a Creative Commons Attribution-NonCommercial 4.0 International License.
Welcome to the University Wiki Service! Please use your IID (yourEID@eid.utexas.edu) when prompted for your email address during login or click here to enter your EID. If you are experiencing any issues loading content on pages, please try these steps to clear your browser cache.