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Overview of STAT 270 Ch 1-9 of Devore + Various Applications.

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Presentation on theme: "Overview of STAT 270 Ch 1-9 of Devore + Various Applications."— Presentation transcript:

1 Overview of STAT 270 Ch 1-9 of Devore + Various Applications

2 Ch 1 Overview and Descriptive Statistics –Design (Data Collection) –Descriptive Statistics –Inference Descriptive Statistics –Graphical –Numerical

3 Ch 2 Probability –Random selection or allocation –Models for variability

4 Ch 3 Discrete Probability Distributions –Models –Relationships between models –Applying Models

5 Ch 4 Continuous Probability Distributions –Models –Normality (& why it is ubiquitous) –Calculus of Probability

6 Ch 5 Joint Probability Distributions –Conditioning –Independence –Relationships between variables

7 Ch 6 Point Estimation (of parameters) –What it is –Why it is not enough Mean estimate

8 Ch 7 Interval Estimation –What it is and what it is not –Confidence Mean Interval Estimates of the mean

9 Ch 8 Hypothesis Testing –When is an apparent result reproducible?

10 Ch 9 Two sample hypothesis tests

11 More topics Simulation - modern inference Time series - most common data set Nonparametric smoothing - easy and useful Analysis of variance - historical Regression analysis - easy & useful Quality control - management by exception and reduction of variability


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