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Statistical Methods in Brain and Cognitive Science >> Content Detail



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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

 








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