Home | Syllabus | Essentials Solutions.pdf | Objectives

Activities/Topics


UNIT #1

1 Intro to Statistical Inference

2 Basic Probability Theory

3 Counting Techniques


4 Conditional Probability

5 Independence

6 Discrete RVs

7 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 Maximum Likelihood

15 Sampling Distributions

16 Central Limit Theorem



UNIT #3

18 Interval Estimation


19 Hypothesis Testing

20 One-sample t-test

21 2-group mean comparison

22 t-test & randomization

23 Dependent Samples




Useful Tools

    RossmanChance Applets

    StatKey Applets

Assignments


Devore Hwrk  | Solutions

Simulation Assignment

Tricky problems

School bus inspector

Permutation Tests | Randomizations

Practice Probability Problems

Georgia Shipyard Cancer Rates

Presidential Election

Bayesian Inference

Practice for exam #1



Devore Hwrk  |  Solutions

Minority Coaches | Quiz

Practice Exercises

Industrial Robot | Battery Problem

Fishing problem

Normal Prob. Practice | Quiz


Data collection and exploration

Geyser data (Stata) | (SPSS)



Practice Exam



Devore Hwrk  |  Solutions

18b Interval ex. & bootstrap


19b Hypothesis test practice

20b t-test example/exercises

Quiz

22a Practice problems





Statistics Magazines

    CHANCE

    Significance

Online Tools & Examples



Coin Toss | Statkey Applet | 2x2 Table

Probability Calculator | Counting Rules

Counting Rules Calculator | Hypergeom. example

Random Babies Simulation | Fish oil example

Bayes’ Rule Calculator

Calculator Guide | Roulette odds


Binomial Calculator





Calculators: Hypergeometric, NegBin, Poisson

Poisson / Binomial relation

Probability Distribution Explorer


Z-Table | Normal Distribution Calculator


GGPlot2 applet | Introduction



Interactive Sampling Distribution Applet

Lecture Times




22b Proportion SE

t table | t Distribution Calculator



Doctors data | Smiles data

Randomization Applet (.swf) | 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

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

Khan Academy & R-code



R/Mosaic Syntax | Assignment syntax

Probability videos | Syntax

Counting rules videos | Syntax


Conditional probability videos


Random variables videos | Syntax

Binomial videos | Syntax





Poisson process videos | Syntax

Assignment Syntax

Density functions videos | Syntax

Syntax

Normal distribution videos | Syntax

Central tendency videos

EDA videos | EDA Syntax

dplyr Syntax

Syntax

CLT & Sampling Dist. videos | Syntax

Syntax




CI videos | Syntax

Assignment Syntax

Hyp. testing videos

One-sample test videos | Syntax

Two-sample test videos

Syntax





Unit Files

    Unit 1 | Unit 2 | Unit 3

    SATS-36 | CAOS test