MATH 140
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Slides
Activities and Labs
Data
RStudio
Installation and Orientation
Data and Descriptive Statistics
Data Visualization with ggplot
Data Manipulation with dplyr
Linear Regression
Other Resources
Inference
Slides
Chapter 1:
presentation
(intro to statistics)
Simulation for Stent Case Study
sampling and experiments
Chapter 2:
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(summarizing data)
Chapter 3:
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(probability)
Section 4.1:
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(Normal distributions)
Section 5.1:
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(sampling distributions, CLT for proportions)
Section 5.2:
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(Confidence interval for proportion)
Section 5.3:
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(Hypothesis test for proportion)
Testing 1 population proportion summary (pdf)
Section 7.1:
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(CLT for means, t distributions, CI and hypothesis test for one mean)
Sections 7.2,3:
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(Inference on two means, matched pairs)
Sections 6.3,4:
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(Chi Square test)
Chapter 8:
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(Correlation, Linear Regression)
Section 8.4:
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(Inference on Regression)
Section 7.5:
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(ANOVA)