Resources for STAT 270

Notes

Chapter One - Overview and Descriptive Statistics

    Intro to STAT 270
    Some possible applications
    Theory Notes Ch 1
    Course Overview
    gas consumption smoothing example
    R outputs for Ch 1
    MTB outputs for Ch 1
    Questions & Answers re Ch 1
    Two worked examples from Ch 1

Chapter 2 - Probability

    Ch 2 Theory Sections 2.1-2.3
    Ch 2 worked examples 2.1-2.3
    Ch 2 Theory Sections 2.4-2.5
    Ch 2 worked examples 2.4-2.5
    More on Ex 45 in Ch 2
    The three card paradox

Chapter 3 - Discrete Random Variables and Probability Distributions

    Ch 3 Sections 3.1-3.3
    Ch 3 Sections 3.4-3.6
    Self Test on Discrete Models
    Hockey Programs (Optional R material)
    About Mean & Variance of Ch 3 models
    Selected Ch 3 Exercises

Chapter 4 - Continuous Random Variables and Probability Distributions

    Early Ch 4 Theory
    More Ch 4 Sec 3 (Normal)
    More Models for Continuous RVs
    R program for Expo-Geom Link
    Ch 4 Sec 4 and connections
    Market simulations
    R programs for market simulations
    Worked exercises from Ch 4

Chapter 5 - Joint Probability Distributions and Random Samples

    Theory Ch 5 Sec 1 and 2
    Main Ideas of Chs 4 and 5
    Worked Exercises from Ch 5 Sec 1&2
    Ch 5 Secs 3-5 Sampling Theory

Chapter Six - Point Estimation

    Ch 6 - Point Estimation

Chapter 7 - Sampling and Confidence Intervals

    Ch 7 - Sampling and Confidence Intervals
    Confidence Intervals - More Details
    A demo of CIs for continuous data
    Big Picture Q&A (Estimation)
    Ch 7 - Estimation Formulas
    More Sampling Demos

Chapter 8 - Hypothesis Testing

    Ch 8 - Introduction to Hypothesis Testing
    Outline of Ch 8 with Comments
    Reaction Time Experiment
    Analysis of Reaction Time Data

Chapter 9 - Hypothesis Testing - Comparison Using Two Samples

    Transition to Ch 9 - More Reaction Time Analysis

Miscellaneous Applications and Supplementary Theory

    A traffic study with simple probability models
    Intro to Regression via R
    R commands for Intro to Regression
    A few Loose Ends from Chs 8&9
    Auto Insurance Example

Assignments and Tests, Questions, Answers, and Feedback

    Solutions to Assignment #1
    Help with Assignment 2
    Solutions to Assignment #2
    Assignment #3
    Quiz answers
    More Quiz Feedback
    Assignment #4 solutions
    Assignment #5 Due Feb 26
    Q&A Feb 26
    Q&A Feb 28
    Review and Response (Power Point)
    Midterm Feedback and Assignment #6
    Assignment #6
    Responses to Midterm Comments
    Assignment #7
    Assignment #7 Solutions
    Tips for Assignment #8
    Assignment #8 Solutions
    Pre-quiz and Pre-exam Review
    A9-Quiz-Answers
    Final Exam with Answers