Home | Syllabus A | Syllabus B | onlineHWsolutions.zip | textbookHWsolutions.zip

Activities/Topics


UNIT #1

1 Intro to Statistical Inference

2 Basic Probability Theory

3 Counting Techniques

        3a Permutation Test

4 Conditional Probability

5 Independence

6 Discrete RVs

7 Binomial Distribution

        7a Binomial/Sign Tests



UNIT #2

8 Discrete Distributions


9 Continuous RVs | (old)

10 Exponential Distribution

11 Normal Distribution

12 Central Tendency

13 EDA / Descriptives


14 Point Estimates

16 Sampling Distributions

17 Central Limit Theorem



UNIT #3

18 Interval Estimation


19 Hypothesis Testing

20 One-sample t-test

21 2-group mean comparison

24 Ind. Samples t-test

25 Dependent Samples

26 2-Group Randomization



Useful Tools

    RossmanChance Applets

    StatKey Applets

Assignments


Online Homework  | Solutions

Simulation Assignment

Tricky problems

School bus inspector

Permutation Tests | Randomizations

Practice Probability Problems

Georgia Shipyard Cancer Rates

Presidential Election

Supreme Court (extra credit)

Practice for exam #1



Online Homework  |  Solutions

Minority Coaches | Quiz

Practice Exercises

Industrial Robot | Battery Problem

Fishing problem

Normal Prob. Practice | Quiz


Data collection and exploration

Geyser data (Stata) | (SPSS)



17b CLT Practice | Practice Exam



Online Homework  |  Solutions

18b Interval ex. & bootstrap


19b Hypothesis test practice

20b t-test example/exercises

Quiz

24a Darwin Problem

Practice Problems

Randomization Applet (.swf)



Statistics Magazines

    CHANCE

    Significance

Supplements (Tools, Examples)



Coin Toss Simulation | Spinner Applet

Probability Calculator | Counting Rules

Counting Rules Calculator | Hypergeometric example

Randomization Calculator | Fish oil example

Bayes’ Rule Calculator

Calculator Guide | Roulette odds

Proof: var(ax+b)=a^2var(x)

Binomial Calculator

Dogs resemble owners?




Calculators: Hypergeometric, NegBin, Poisson

Poisson / Binomial relation



Z-Table | Normal Distribution Calculator


Blogs:  Tufte | Junk Charts | Flowing Data

Blogs:  Pictures of Numbers | Eager Eyes

15 Maximum Likelihood | ML Example

Interactive Sampling Distribution Applet

Lecture Times




Interactive CI Applet | 22b Proportion SE

t table | t Distribution Calculator




Faculty Data

25b Examples

Randomization Applets | Labs | StatKey



Statistical Applications

    Stata | SPSS | SAS | StatCrunch

    Download R | R Manual | CrunchIt!

Related Readings



For Today’s Graduate: Statistics | Future of Work: Data | Wikipedia Entry

Experiments | Basic | Probability | Rules | Probability Dist. | Guide

Counting

Example | Permutation Methods

Bayes Rule | Visualizing Bayes’ Theorem


Random Var | Distributions | E[x] / Var[x] | Linear Combos | Transform

Binomial Distribution





Negative Binomial | Hypergeometric | Poisson


Discrete vs. continuous


Normal Distribution | Standard Normal

Central Tendency #1 | Central Tendency #2

Variability | Position | Pattern | Dotplots | Histograms | Stemplots | Boxplots

Comparing Groups | Central Tend. Notation | Variability notation |

Estimation Theory | Wikipedia Entry

Sampling Distributions | Standard Error

Bootstrap Chapter | Stata




Margin of Error | Confidence Intervals | CI for means | CI for Proportions

Student’s t-distribution

Hyp. Tests | General Procedures | Critical Regions | Power | Calculate Power

One-sample mean test

Mean Differences | CI for mean differences | Independent Samples test

Saber Tooth Curriculum?

Dependent Samples t-test




Useful Sites & Blogs

    UCLA Statistical Computing

    #s Rule Your World | Statistical Modeling

KHAAAAN!




Probability 1 | 2 | 3 | 4 | 5 | 6 | 7 | 8

Permutations | Combos | Ex. 1 | 2

Bday Pblm

Conditional and combinations

Dependent 1 | 2

Expected value | Random variables

Binomial 1 | 2 | 3 | 4

Probability examples




Poisson 1 | 2


PDFs


Normal distribution | z-score





Sampling Dist. 1 | 2 | Std. Error

CLT




Confidence intervals | Example


Hyp. tests | 1-2-tailed | T-1 error

Z vs t | t-CI

Sampling dist | CI | Test