Activities/Topics


UNIT #1

3 Chi-Square Distribution

3a F-Distribution

4 ANOVA

Permutation Tests

5 Bonferonni

6 Tukey & Scheffe




UNIT #2

7 AxB ANOVA

8 AxB Interaction

10 AxS ANOVA

10b Experimental Design




UNIT #3

11 Categorical Analysis

12 Correlation

13 Simple Linear Regression

14 More Linear Regression

15 Even More Regression

15c Nonlinear Regression (Stata)

16 Multiple Regression

16d Teenage Gambling

18 Scaling

19 Logistic Regression

FINAL EXAM DATA


Useful Tools

    Wolfram Alpha

Assignments


Textbook Homework



4d Exercises  |  4f Hand Calculations


SPSS Lab  |  hsb.xls data

Post-hoc exercises   |   Unit #1 Quiz






9 AxB Exercises

10a Unit 2 Exercises






11b Exercises  |  Chi-Square historical

12b Correlation Exercise

13a Regression Exercises


15b Computer output


16a Exercises

16c Race & Income

16f Smoking & Birthweight

20 Multivariate Statistics



Statistics Magazines

    CHANCE

    Significance

Supplements (Tools, Examples)


t-Distribution Calculator  |  Sampling Distribution Applet

Chi-Square Calculator   |   Chi-Square Table

F-Distribution Calculator   |   F-Table

4c FMax Table   |   Trouble with Graphs

ANOVA Calculator #1   |  Calculator #2  |  Assumptions

Post-hoc method examples

6c Post hoc example





AxB ANOVA Applet

9b Randomization Method


10d Experiment Example





Benford's Law   |   Chi-Square Test Examples

Causation?  |  Randomization  |  Range Restriction

13b Scatterplot   |   13c Why least squares?

Regression by Eye



16b Example

17 Practice Data Set  |  Gambling data (SPSS)

18a Scaling Example   |   Smoking / Birthweight (SPSS)

Logistic Regression Calculator   |   Example



Statistical Applications

    Stata | SPSS | SAS | StatCrunch

    Download R | R Manual

Home | Syllabus

Related Readings


Hypothesis Testing Formulas

Chi-Square Distribution

F-Distribution   |   Testing Variances

ANOVA Intro   |   4a Assumptions   |   Expected Mean Squares   |   Formal Model

Simulation Methods

Bonferroni Method   | Bonferroni Correction

Tukey HSD   |   Scheffe





Factorial ANOVA


Within-Subjects ANOVA

Experiments | Experimental Design





Chi-Square Tests  |  Test for Independence  |  Homogeneity  |  Goodness-of-Fit

Correlation Chapter  |  Wikipedia  |  Spearman’s Rho  |  Nonparametric

Prediction   |   Stata Example






Logistic Regression chapter   |   Another Chapter

Nonparametric tests chapter   |   Logistic Regression Article



Useful Sites & Blogs

    UCLA Statistical Computing

    #s Rule Your World | Statistical Modeling