Courses:

Statistical Methods in Brain and Cognitive Science >> Content Detail



Study Materials



Readings

Amazon logo When you click the Amazon logo to the left of any citation and purchase the book (or other media) from Amazon.com, MIT OpenCourseWare will receive up to 10% of this purchase and any other purchases you make during that visit. This will not increase the cost of your purchase. Links provided are to the US Amazon site, but you can also support OCW through Amazon sites in other regions. Learn more.


All readings are from: Amazon logo Freedman, Pisani, and Purves. Statistics. 3rd ed. New York, NY: Norton, 1998. ISBN: 0393970833.


Lec #TopicsrEADINGS
1Introduction to StatisticsChapters 6 and 19, pp. 97-109, 333-339.
2Describing Data

Graphs, Central Tendency, and Spread
Describing Data: Chapters 3 and 4, pp. 31-77.
3Probability, IChapters 13 and 14, pp. 221-254.
4Probability, I (cont.)

Probability, II
Probability II: Chapters 13 and 14, pp. 221-254.
5Random VariablesChapters 5, 15, and 18, pp. 78-96, 255-269, and 308-327.
6Sampling TheoryChapters 17, 18, and 20, pp. 288-297, 315-330, 355-374.
7Confidence IntervalsChapters 21 and 23, pp. 375-394, and 409-437.
8Single-sample Hypothesis Testing, IChapters 26, pp. 475-502.
9Single-sample Hypothesis Testing, IIChapters 26, pp. 475-502.
10Two-sample Hypothesis Testing, IChapters 27 and 29, pp. 503-524, and 547-565.
11Two Sample t-Test
12Two-sample Hypothesis Testing, IIChapters 27 and 29, pp. 503-524, and 547-565.
13Experimental Design, I
14Exam Review

Experimental Design, II
15Experimental Design, II (cont.)

Regression and Correlation, I
Experimental Design, II: Chapters 1 and 2, pp. 3-28.
16Regression and Correlation, IIChapters 7-12, pp. 110-116, 119-134, 141-153, and 158-217.
17Regression and Correlation, IIIChapters 7-12, pp. 110-116, 119-134, 141-153, and 158-217.
18Chi-square TestsChapters 28, pp. 525-546.
19One-way ANOVA, I
20One-way ANOVA, II
21Two-way ANOVA, I
22Review (with TA's) and Statistical Learning
23Two-way ANOVA, II
24Review

 








© 2009-2020 HigherEdSpace.com, All Rights Reserved.
Higher Ed Space ® is a registered trademark of AmeriCareers LLC.