Robert Gould
MWF 9 - 9:50, MS 5138
Lecture ID: 263-360-200
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Text: Prentice Hall Pilot Materials for UCLA Stat
154A & B
Topic | Reading |
Types of Studies
(The art of comparisons) |
3.1-3.4 |
Summarizing and Exploring data
Types of variables, measures of central tendency and dispersion, graphical techniques, covariance, correlation |
4.1,4.2,4.3,4.3.1,4.3.2,4.3.4,4.4.2 |
Probability: basic terminology |
2.1:2.1.1,2.1.2 |
Conditional Probability and Independence | 2.2:2.2.1,2.2.2 |
Bayes Theorem | 2.2:2.2.3 |
Random Variables | 2.3:2.3.1,2.3.2 |
Expected Values, Variance | 2.4:2.4.1,2.4.2 |
Favorite Discrete Distributions:
Bernoulli |
2.7.1 |
Binomial | 2.7.2 |
Poisson | 2.7.4 |
Favorite Continuous Distributions:
Uniform |
2.8.3 |
Exponential | 2.8.1 |
Normal | 2.9:2.9.1,2.9.2 |
Sampling Distributions of sample means and the Central Limit Theorem |
5.1:5.1.1,5.1.2,5.1.3 |
Inference: estimating parameters, properties of estimators | 6.1:6.1.1 |
Confidence intervals | 6.2 |
Hypothesis Testing framework |
6.3 but not 6.3.6 |
Inference for single samples |
7.1, 7.2 |
Inference for two samples: | 8.1,8.2,8.3: 8.3.1 |