Introduction to Statistics (MAT/SST 115.03 2008S)
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This handout is also available in PDF.
This is an abbreviated course syllabus. Particularly because this is our first time using this text, it is almost certain to change.
Weeks: 1, 2, 3, 4, 5, 6, 7, 8, break, 9, 10, 11, 12, 13, 14.
| Date | Topic | Preparation | Work Due | Handouts | |
|---|---|---|---|---|---|
| Week 1 | |||||
| 01 | Wednesday, 23 January 2008 | Introduction to MAT/SST115 Preliminaries. Why are you here? What is statistics, anyway? Some silly (or not-so-silly) examples. A bit about the course. Comparing sections. Parting thoughts. | Introductory Statistics Survey | ||
| 02 | Friday, 25 January 2008 | Data, Variables, and Distributions Quick review of Topic 1. Workshop activity: Topic 2. Debriefing. | All of Topic 1: Data and Variables (on your own); Preliminaries for Topic 2: Data and Distributions | Course Survey | |
| Week 2 | |||||
| 03 | Monday, 28 January 2008 | An Introduction to Linux and R A bit about Linux. A bit about R. Work with R. | No preparatory work required | Activities 2-9, 2-11, 2-14 | |
| 04 | Wednesday, 30 January 2008 | An Introduction to R, Continued Detour: Comments on Topic 3. Short review. Lab, continued. Reflection. | Topic 3 | ||
| 05 | Friday, 1 February 2008 | Topic 4: Random Sampling Bias in sampling. How do you select randomly? Activities! | Overview for Topic 4 | Activities 3-7, 3-12, 3-20, 3-28 | |
| Week 3 | |||||
| 06 | Monday, 4 February 2008 | Topic 5: Designing Experiments Cause-and-effect analyses. Experimental design. | Overview and Preliminaries 1-3 of Topic 6 | Activites 4-6, 4-7, 4-8, 4-9, 4-12, 4-20 | |
| 07 | Wednesday, 6 February 2008 | Topic 6: Two-Way Tables Summary of Unit 1. Looking ahead to Unit 2. Topic 6: Two-Way Tables | Activities 5-8, 5-10, 5-12, 5-16, 5-25, 5-27, 5-28 | ||
| 08 | Friday, 8 February 2008 | Topic 7: Displaying and Describing Distributions Reporting on quantitative variables. Group activity: The Matching Game. Topic 7. Computer activity: Histograms. | Overview and Preliminaries for Topic 7 | Activities 6-6, 6-10, 6-26, 6-30 [cancelled] | |
| Week 4 | |||||
| 09 | Monday, 11 February 2008 | Topic 8: Measures of Center A few past topics: Homework, skew, etc. Ways to think about center. | Overview and Preliminaries for Topic 8 | Activities 6-26, 6-30, 7-8, 7-12 | |
| 10 | Wednesday, 13 February 2008 | Topic 9: Measures of Spread Beyond centers and shape: Spread. | Overview and Preliminaries 1-3 for Topic 9 | Activities 8-9, 8-17, 8-18, 8-22, 8-23 | |
| 11 | Friday, 15 February 2008 | Topic 10: More Summary Measures and Graphs Some past topics: Spread, IQR, etc. Visualizing summary statistics. | Overview and Preliminaries for Topic 10 | Activities 9-14, 9-15, 9-20, 9-23 | |
| Week 5 | |||||
| 12 | Monday, 18 February 2008 | Review / Project Discussion Quick review of Unit 1. Quick review of Unit 2. About the exam. Studying for the exam. Questions and answers. | |||
| 13 | Wednesday, 20 February 2008 | Exam 1 Exam | |||
| 14 | Friday, 22 February 2008 | Topic 11: Probability On to a new Unit. Simulation. Probabilities. | Overview and Preliminaries for Topic 11 | ||
| Week 6 | |||||
| 15 | Monday, 25 February 2008 | Topic 12: Normal Distributions Thinking about normal distributions. From z scores to percentages. | Overview and Preliminaries for Topic 12 | Activities 11-6, 11-7, 11-20, 11-22, 11-23 | |
| 16 | Wednesday, 27 February 2008 | Topic 13: Sampling Distributions: Proportions The normal distribution, revisited. Normal probability plots. How the normal distributions help you think about samples (and vice versa). | Overview and Preliminaries for Topic 13 | Activities 12-5, 12-9, 12-17, 12-18 | |
| 17 | Friday, 29 February 2008 | Pause for Breath | Activities 13-7, 13-9, 13-13, 13-18 | ||
| Week 7 | |||||
| 18 | Monday, 3 March 2008 | Topic 14: Sampling Distributions: Means Means of samples vs. population means. How does CLT help? | |||
| 19 | Wednesday, 5 March 2008 | Topic 15: Central Limit Theorem Reflections on Unit 3 Today's activities: Putting it Together | Activities 14-6, 14-7, 14-9, and 14-12 | ||
| 20 | Friday, 7 March 2008 | Topic 16: Confidence Intervals: Proportions Samples vs. Populations, Revisited. Estimating Population Proportions from Sample Proportions. Exploring the Confidence of Our Estimates. | Activities 15-7, 15-8, 15-13, 15-14, and 16-1 | ||
| Week 8 | |||||
| 21 | Monday, 10 March 2008 | Topic 17: Tests of Significance: Proportions Assessing hypotheses about proportions. The role of samples. Null and alternate hypotheses. Test statistics. p-values. | Overview and Preliminaries (as appropriate) for Topic 17 | Activities 16-7, 16-9, 16-10, 16-19, 16-21 | |
| 22 | Wednesday, 12 March 2008 | Topic 17: Tests of Significance: Proportions (Continued) Why this issue is so important. From English to Math and back again. Continue work from the previous class. Begin Topic 18 (if time permits). | Review your work from the previous class | ||
| 23 | Friday, 14 March 2008 | Class Cancelled | |||
| Spring Break! | |||||
| Week 9 | |||||
| 24 | Monday, 31 March 2008 | Pause for Breath Review of confidence intervals and tests of significance. Discussion of Topic 18. | Topic 18 (in-class activities) | ||
| 25 | Wednesday, 2 April 2008 | Topic 19: Confidence Intervals: Means Quick review of confidence intervals. Confidence Intervals, Revisited. | |||
| 26 | Friday, 4 April 2008 | About the Projects Purpose: Independent Statistical Analysis. Dataset: Information on Grinnell Students. Activities (Mini-Project): Memo, Lightning Presentations. Activities (Full Project): Short paper (2-3 pages), Poster. | Activities 19-7, 19-12, 19-13, 19-19, 19-22 | ||
| Week 10 | |||||
| 27 | Monday, 7 April 2008 | Review for Exam 2 Form of the exam. The big picture. Some key ideas. Free-for-all. | |||
| 28 | Wednesday, 9 April 2008 | Exam 2 | |||
| 29 | Friday, 11 April 2008 | Topic 21: Comparing Two Proportions Sampling from multiple populations. New formulate for confidence and intervals and test statistics. | |||
| Week 11 | |||||
| 30 | Monday, 14 April 2008 | Topic 24: Goodness-of-Fit Tests Exploring categorical variables. The chi-squared test. Using the chi-squared table. | 21-9, 21-10, 21-11, 21-22, and 21-23 | ||
| 31 | Wednesday, 16 April 2008 | Mini-Project Presentations Presentations. Debriefing (if time). | Mini-Project Presentations | ||
| 32 | Friday, 18 April 2008 | Topic 25: Inference for Two-Way Tables Presentation Debriefing. Today's Topic: Inferences from Samples for Categorical Variables, Continued. Some R. | 24-6, 24-7, 24-9, 24-15, 24-20 | ||
| Week 12 | |||||
| 33 | Monday, 21 April 2008 | Time to Work on Projects Q&A. An example analysis. Time to work. | Mini-Project Memos | ||
| 34 | Wednesday, 23 April 2008 | Review of Key Concepts Notes on chi-square tests. Questions and answers on the exam. More fun with the project. | |||
| 35 | Friday, 25 April 2008 | Topic 20: Tests of Significance: Means Tests of significance, reviewed. From proportions to means. | Overview and Preliminaries for Topic 20 | Poster (email me a Powerpoint) | |
| Week 13 | |||||
| 36 | Monday, 28 April 2008 | Topic 22: Comparing Two Means Comparing two means. A complication: Degrees of freedom. Using R. | 20-8, 20-9, 20-18, 20-20 | ||
| 37 | Wednesday, 30 April 2008 | Topic 23: Analyzing Paired Data What are paired data? How should we analyze paired data? | 22-5, 22-6, 22-9, 22-14, 22-27 | ||
| 38 | Friday, 2 May 2008 | Topic 27: Correlation Coefficient The Past: Quantitative Variables. The Present: Two Quantitative Variables per OU. Today: Numeric Measures of Relationships. | 26-1, 26-2, 26-3, 26-4 (not to be turned in) | ||
| Week 14 | |||||
| 39 | Monday, 5 May 2008 | Topic 28: Least Squares Regression Where we've been, where we're going. | 27-9, 27-12, 27-18 | ||
| 40 | Wednesday, 7 May 2008 | Topic 29: Inference for Correlation and Regression Making inferences about populations (once again). Important R. | 28-5, 28-10, 28-24, 28-25 | ||
| 41 | Friday, 9 May 2008 | Wrapup | |||
[Skip to Body]
Primary:
[Front Door]
[Syllabus]
[Current Outline]
[R]
-
[Academic Honesty]
[Instructions]
Groupings:
[Applets]
[Assignments]
[Data]
[Examples]
[Handouts]
[Labs]
[Outlines]
[Projects]
[Readings]
[Solutions]
External Links:
[R Front Door]
[SamR's Front Door]
Disclaimer:
I usually create these pages on the fly
, which means that I rarely
proofread them and they may contain bad grammar and incorrect details.
It also means that I tend to update them regularly (see the history for
more details). Feel free to contact me with any suggestions for changes.
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