1 |
Monday, August 19, 2013 |
|
|
|
|
|
Tuesday, August 20, 2013 |
|
|
|
|
|
Thursday, August 22, 2013 |
First class |
|
|
Pass The Pigs strategy workshop due at the end of class. |
2 |
Monday, August 26, 2013 |
|
Arithmetic mean, quantiles/percentiles, mode. Variance, standard deviation, IQR, range. Bar graph, histogram, stem and leaf plot, box plot, dot plot. |
Rosner Ch 1-2, Overview and Descriptive Statistics |
|
|
Tuesday, August 27, 2013 |
|
|
|
|
|
Thursday, August 29, 2013 |
|
|
|
|
3 |
Monday, September 02, 2013 |
Labor day, no lab |
Probability rules, independence, mutually exclusive events, Venn diagrams, set notation. Bayes rule. Sensitivity, specificity, PPV, NPV, ROC curves. |
Rosner Ch 3, Probability |
|
|
Tuesday, September 03, 2013 |
|
|
|
Quiz 01 |
|
Thursday, September 05, 2013 |
|
|
|
|
4 |
Monday, September 09, 2013 |
|
RVs. Parameters and statistics. Standard notation. E[X], V[X], SD[X]. Linear transformations. Sums of RVs. Bernouli, Binomial, Poisson, Normal, t, Chi-sq. |
Rosner Ch 4-5, Discrete and Continuous Probability Distributions |
|
|
Tuesday, September 10, 2013 |
|
|
|
|
|
Thursday, September 12, 2013 |
|
|
|
Quiz 02 |
5 |
Monday, September 16, 2013 |
|
Representative samples, random selection. Confidence intervals for binomial data, poisson data, mean and sd for normal data &/or large samples. Exact and approximate confidence intervals. Multiple methods exist for the same parameter and type of data, e.g. binomial. |
Rosner Ch 6, Estimation |
|
|
Tuesday, September 17, 2013 |
|
|
|
|
|
Thursday, September 19, 2013 |
|
|
|
Quiz 03 |
6 |
Monday, September 23, 2013 |
|
Hypothesis testing for a mean from Normal data. One-sided vs two-sided alternatives. The proof by contradiction reasoning. Two types of errors (Type 1 alpha and Type 2 beta). Power and determining sample size. The (sometimes imperfect) association between hypothesis tests and CIs. Tests for variance from Normal data, theta for Binomial data, and lambda for Poisson data. |
Rosner Ch 7, One-sample Inference and Hypothesis Testing |
|
|
Tuesday, September 24, 2013 |
|
|
|
|
|
Thursday, September 26, 2013 |
|
|
|
Practice midterm |
7 |
Monday, September 30, 2013 |
|
|
Midterm Week |
Practice midterm due |
|
Tuesday, October 01, 2013 |
|
|
|
Midterm Part 1 taken in class. |
|
Thursday, October 03, 2013 |
|
|
|
Midterm Part 2 due by 10am. Class reserved for Part 3, which is due by midnight on Friday. |
8 |
Monday, October 07, 2013 |
|
Revisting the fundamental ideas of estimation, the structure of hypothesis testing, Type I (alpha) and Type II (beta) errors, the decision framework of hypothesis testing |
Rosner Ch 7, One-sample Inference and Hypothesis Testing |
|
|
Tuesday, October 08, 2013 |
|
|
Law of large numbers lecture, What if there were no LLN lecture |
|
|
Thursday, October 10, 2013 |
Fall break, no class |
|
|
|
9 |
Monday, October 14, 2013 |
|
Maximum likelihood estimation |
Rosner Ch 6 MLE section |
|
|
Tuesday, October 15, 2013 |
In 419 abc instead of bcd |
Likelihood Inference |
Likelihood Inference lecture |
|
|
Thursday, October 17, 2013 |
|
|
Blume 2002 article |
Quiz 04 |
10 |
Monday, October 21, 2013 |
|
Bayesian Inference |
Bayesian inference sections in Rosner |
|
|
Tuesday, October 22, 2013 |
|
Bayesian inference lecture |
Bayesian inference lecture notes |
|
|
Thursday, October 24, 2013 |
|
Project brainstorming |
|
|
11 |
Monday, October 28, 2013 |
|
|
Rosner Ch 8, Two-sample Inference and Hypothesis Testing |
|
|
Tuesday, October 29, 2013 |
|
|
|
|
|
Thursday, October 31, 2013 |
|
|
|
Project proposal due by midnight (submit earlier for feedback) |
12 |
Monday, November 04, 2013 |
|
|
Rosner Ch 9, Nonparametric Methods |
|
|
Tuesday, November 05, 2013 |
|
|
|
Quiz 05 |
|
Thursday, November 07, 2013 |
|
|
|
|
13 |
Monday, November 11, 2013 |
|
|
Rosner Ch 10, Categorical Data |
|
|
Tuesday, November 12, 2013 |
|
|
|
|
|
Thursday, November 14, 2013 |
|
|
|
Quiz 06 |
14 |
Monday, November 18, 2013 |
|
|
Rosner Ch 13.1-13.6, Advanced categorical data methods; Ch 12.1-12.5, One-way ANOVA |
|
|
Tuesday, November 19, 2013 |
|
|
|
|
|
Thursday, November 21, 2013 |
|
|
|
|
15 |
Monday, November 25, 2013 |
Thanksgiving, no class |
|
|
|
|
Tuesday, November 26, 2013 |
Thanksgiving, no class |
|
|
|
|
Thursday, November 28, 2013 |
Thanksgiving, no class |
|
|
|
16 |
Monday, December 02, 2013 |
|
|
Final week |
Quiz 07 |
|
Tuesday, December 03, 2013 |
|
|
|
Final Part 1 taken in class. |
|
Thursday, December 05, 2013 |
Last class |
|
|
Final Part 1 taken in class. |
17 |
Monday, December 09, 2013 |
Finals week |
|
|
|
|
Tuesday, December 10, 2013 |
Finals week |
|
|
Projects part 2 due by 10am. Final Part 2 due by 10am. Class reserved for Part 3, which is due by midnight today (Tuesday). |
|
Wednesday, December 11, 2013 |
Finals week |
|
|
|
|
Thursday, December 12, 2013 |
Finals week |
|
|
|
|
Friday, December 13, 2013 |
Finals week |
|
|
|