| Week
|
Topics
|
Online Course Work
|
Calc Reference
|
Week 1
|
Intro
|
Create oli account Review specifics on using a spreadsheet Introduction; Learning Strategies: Big PIcture
|
|
Week 2
|
Graphs; Center
|
Unit 1: Exploratory Data Analysis: Introduction
Mod 1: Examining Distributions
- One Categorical Variable - Create a Table & Pie Chart
- One Quantitative Variable
- Graphs: Histogram - Create a Histogram
- Graphs: Stemplot
- Numerical Measures: Measures of Center - Evaluate Measures of Center
|
Find & replace
One categorical variable
Histogram
|
Week 3
|
Spread; Boxplot; Standard Deviation
|
Unit 1, Mod 1: Examining Distributions
- One Quantitative Variable
- Numerical Measures: Measures of Spread (IQR)
- Numerical Measures: Boxplot - (1) Calculate 5-Number Summary; (2) Create Side-by-Side Boxplots
- Numerical Measures: Standard Deviation - Calculate Standard Deviation
|
Boxplot, 1 of 2
Boxplot, 2 of 2
|
Week 4
|
StatTutor; Quiz
|
Unit 1, Mod 1: Examining Distributions
- One Quantitative Variable
- Wrap-Up (Distributions) - StatTutor (Drinking.xls) & Quiz
|
StatTutor:
College drinking (Question 1)
College integrity (Question 2)
|
Week 5
|
Two-Way Table; Scatterplot
|
Unit 1, Mod 2: Examining Relationships
- Role-Type Classification
- Case I One Categorical & One Quantitative Variable
- Case II Two Categorical Variables - Calculate Two-Way Table
- Case III Two Quantitative Variables: Scatterplots - Create a Scatterplot
|
Case II: Two-way table
Case III: Scatterplot
|
Week 6
|
Correlation; Regression
|
Unit 1, Mod 2: Examining Relationships
- Case III: Linear Relationships - Calculate Correlation Coefficient; Calculate & Plot a Linear Regression Line
|
Linear relationships (calculate correlation)
Linear relationships (calculate & plot regression line)
|
Week 7
|
Causation; StatTutor
|
Unit 1, Mod 2: Examining Relationships
- Causation - Investigate Lurking Variable & Simpson's Paradox
- Wrap-Up (Relationships) - StatTutor Exercise (Body_Image.xls)
|
StatTutor:
College and high school GPAs (Question 1)
Male and female body image (Question 2)
Seat location and academic performance (Question 3)
|
Week 8
|
Quiz; Sampling
|
Unit 1, Mod 2: Examining Relationships
- Quiz
Unit 1: Summary (EDA) Unit 2, Producing Data: Introduction Mod 2: Sampling
- Sampling - Investigate Random Samples
- Wrap-Up (Sampling)
|
Sampling
|
Week 9
|
Designing Studies
|
Unit 2, Mod 4: Designing Studies
- Introduction
- Identifying Study Design
- Causation and Observational Studies (by Nov 5)
- Causation and Experiments - Create and Verify Random Samples
- Experiments with More than One Explanatory Variable
|
Causation and experiments
|
Week 10
|
Designing Studies
|
Unit 2, Mod 4: Designing Studies
- Modifications to Randomization
- Sample Surveys (by Nov 12)
- Wrap-Up (Designing Studies) - StatTutor Exercise (depression.xls) (by Nov 19)
|
Checking randomization
Prevented recurrence of depression (Question 1)
Delayed recurrence of depression (Question 2)
|
Week 11
|
Designing Studies quiz; Intro to Probability
|
Unit 2, Mod 4: Designing Studies
- Quiz
Unit 2: Summary (Producing Data) Unit 3: Probability Mod 5: Introduction (Probability)
|
|
Week 12
|
Relative Freq; Equally Likely
|
Unit 3, Mod 6: Finding Probability of Events
- Relative Frequency - Calculate Relative Frequency
- Equally Likely Outcomes - Calculate Probability of Event (by Dec 3)
|
Relative frequency
|
Week 13
|
Probability Rules
|
Unit 3, Mod 6: Finding Probability of Events
- Probability Rules - Investigate Disjoint vs. Not Disjoint Events; Investigate Application of Addition Rule (by Dec 10)
|
|
Week 14
|
Probability Rules; Quiz
|
Unit 3, Mod 6: Finding Probability of Events
- Probability Rules - Investigate Difference between Disjoint and Independent Events; Find P(of at least one of...); Find P(A or B) (by Dec 17)
- Wrap-Up (Finding Probability of Events) - Quiz (by Dec 23)
|
|
| Week
|
Topics
|
Online Course Work
|
Calc Reference
|
| Week 15
|
Conditional Probability
|
Unit 4, Mod 7: Conditional Probability and Independence
- Conditional Probability - Investigate Conditional Probability and Complement Rule
- Independence - Checking the Independence of Two Events
|
|
| Week 16
|
Conditional Probability
|
Unit 4, Mod 7: Conditional Probability and Independence
- The General Mulitiplication Rule - Use the General Multiplication Rule
- Probability Trees - Use Probability Trees to Answer Real Life Questions
- Wrap-up - My Response > About Conditional Probability and Independence
|
|
| Week 17
|
Conditional Probability Quiz; Prob Dist for Discrete Random Variable
|
Unit 4, Mod 7: Conditional Probability and Independence
- Wrap-up - Quiz
Unit 4, Mod 8: Random Variables
- Discrete Random Variables
- Probability Distribution - Find the Probability Distribution of a Discrete Random Variable; Determine Probabilities using a Probability Distribution of a Random Variable
|
|
| Week 18
|
Mean and Variance for Discrete Random Variable
|
Unit 4, Mod 8: Random Variables
- Discrete Random Variables
- Mean and Variance - Use Mean of Random Variables to Solve Problems; Investigate Mean and Standard Deviation of Random Variables
- Rules for Means and Variances
|
|
| Week 19
|
Binomial Random Variable
|
Unit 4, Mod 8: Random Variable
- Discrete Random Variable
- Binomial Random Variable - Solve Problems Using Binomial Random Variable, by Hand and with Stat Software
|
May need calc reference
|
| Week 20
|
Normal Distribution
|
Unit 4, Mod 8: Random Variable
- Continuous Random Variable
- Probability Distribution
- Normal Random Variables - Investigate the Normal Distribution; Solve Problems that Involve Normal Random Variables; Solve Problems that Involve Normal Distribution; Use Stat Software to Solve Problems that Involve Normal Distribution; Investigate Normal Approximation; Solve Problems Involving Binomial Random Variable, when using Normal Approximation is Appropriate
- Wrap-up - My Response > About Random Variables
|
|
| Week 21
|
Rand Var Wrap-Up; Quiz
Sampling Distributions
|
Unit 4, Mod 8: Random Variable
- Wrap-Up - Quiz
Unit 4, Mod 9: Sampling Distributions
- Parameters vs. Statistics
- Behavior of Sample Proportion - Check Center, Spread and Shape of Sampling Distribution; Find & Interpret Sample Distribution
|
(combine with week 23?)
|
| Week 22
|
Sampling Distributions
|
Unit 4, Mod 9: Sampling Distributions
Behavior of Sample Mean - Use Simulations to Check Center, Spread and Shape of Sampling Distribution (Excel only; function NA in OOo Calc); Find the sampling distribution of the sample mean and likelihood of getting certain mean values Wrap-Up - My Response > About Sampling Distributions
|
|
| Week 23
|
Sampling Distributions Quiz; Point Estimation, begin Confidence Intervals
|
Unit 4, Mod 9: Sampling Distributions
- Wrap-up - Quiz
- Unit 4: Summary (Probability)
Unit 5: Inference
- Mod 10: Introduction (Inference)
- Mod 11: Inference for One Variable
- Point Estimation
- Interval Estimation
- Confidence Intervals for the Population Mean - Calculate and Interpret Confidence Intervals;
|
|
| Week 24
|
Confidence Intervals
|
- Unit 5, Mod 11: Inference for One Variable
- Interval Estimation: Confidence Intervals for the Population Mean
- Calculate Sample Size for Obtaining Confidence Intervals with a Desired Margin of Error, at a Certain Confidence Level; Use statistical software to calculate confidence intervals for μ (when σ is known); .... when σ is unknown
- Interval Estimation: Confidence Intervals for Population Proportion p - Calculate and Interpret the Confidence Interval for the Population Proportion p; Calculate a Confidence Interval for the Population Proportion p (for a Given Level of Confidence)
|
|
| Week 25
|
Hypothesis Testing
|
Unit 5, Mod 11: Inference for One Variable
Hypothesis Testing
Overview - Draw Conclusions from p-value in Hypothesis Testing Hypothesis Testing for the Population Proportion p - Investigating the p-value; Use Statistical Software to Calculate Z-Test for Population Proportion p; Explore the Effect of Sample Size on the Significance of Sample Results; Using Confidence Intervals in Response to Rejection of Null Hypothesis
|
|
| Week 26
|
Hypothesis Testing
|
Unit 5, Mod 11: Inference for One Variable
Hypothesis Testing
Hypothesis Testing for the Population Mean - Investigate How Exploratory Data Analysis can Inform the z-test for the Population Mean, μ; Caclulate the z-test for the Population Mean; Conduct Hypothesis Testing for the Population Mean (Assuming that σ is Known); Conduct a t-test for the Population Mean
My Response > About Inference for One Variable
|
|
| Week 27
|
Inference for One Variable Wrap-Up & Quiz
|
Unit 5, Mod 11: Inference for One Variable
Wrap-up - StatTutor (cell_phones.xls)
Wrap-up - Quiz
|
|
| Week 28
|
Two Sample t-test
|
Unit 5, Mod 12: Inference for Relationships
Case I One Categorical & One Quantitative Variable
Two Independent Samples - Check for conditions Which Allow Use of the Two-Sample t-test
Case I Two Categorical Variables; Conduct the Two-Sample t-test; Calculate a 95% Confidence Interval for μ1-μ2 following a Two-Sample t-test Which Rejected Ho; My Response > About Two Independent Samples
|
|
| Week 29
|
Paired t-test
|
Unit 5, Mod 12: Inference for Relationships
- Case I One Categorical & One Quantitative Variable
- Matched Pairs - Conduct a paired t-test; Interpret Confidence Intervals for the Difference in Means; My Response > About Matched Pairs
|
|
| Week 30
|
ANOVA
|
Unit 5, Mod 12: Inference for Relationships
- Case I One Categorical & One Quantitative Variable
- ANOVA - Conduct an ANOVA F-test; Interpret Results of ANOVA F-test; My Response > About ANOVA
- Conclusion of Case I - StatTutor (gradebook.xls)
|
|
| Week 31
|
Chi-Square
|
Unit 5, Mod 12: Inference for Relationships
- Case II Two Categorical Variables - Conduct EDA; Check Assumptions for Using Chi-Square Test; Conduct Chi-Square Test
- StatTutor (low_birth_weight.xls)
|
|
| Week 32
|
Linear Relationship
|
Unit 5, Mod 12: Inference for Relationships
- Case III Two Quantitative Variables - Conduct EDA; Determine Linear Relationship; Draw Conclusions
- StatTutor (auto_premiums.xls)
- Wrap-up - My Response > About Inference for Relationships
|
|
| Week 33
|
Inference for Relationships Wrap-Up; Quiz
|
Unit 5, Mod 12: Inference for Relationships
- Wrap-Up - Quiz
Unit 5: Summary (Inference)
|
|