# Stat 300 Lecture Videos

This is a collection of lecture videos for a Community College level
Statistics class. Corrections with time stamps are provided whenever
appropriate.

### 0.0 Set Theory

0.0-sets.mp4 - An
intro lecture, not based on the text, dealing with basic concepts
in Set Theory useful for studying Statistics and Probability.

00:13:59 -1/2 is not shaded

0.1-intervals.mp4 - A short
example with intervals of reals.

### 3.1, 3.4 Probability Axioms

3.1-probability-axioms.mp4
- Proability experiments, sample spaces, basic outcomes, events,
probability axioms, an probability models.

00:27:25 Periods are 2, 4, and 8 respectively, not 1, 2, and 4.

00:58:48 "...we can add these three
numbers...", not "four numbers".

3.1-addition-complement.mp4
- General addition rule and the rule of complements.

### 3.2, 3.3 More Probability Laws

3.2-independence-conditionals.mp4
- Independent events and conditional propbability.

3.3-multiplication-rule.mp4
- General multiplication rule.

### Counting

3.x-counting.mp4 - Counting techniques.

3.x-counting-examples.mp4 - Counting examples.

### 1.1, 1.2 Language of Statistics

1.1-nomenclature.mp4 -
Terminology and types of data.

### 1.2 Sampling

1.2-simple-sampling.mp4 -
Simple random sampling, sampling frames, systematic sampling.

1.2-advanced-sampling.mp4
- stratified sampling, cluster sampling.

### 1.4 Experimental Design and Ethics

1.4-design-and-ethics.mp4
- Dependent and independent variables, types of study, common
pitfalls.

### 2.1, 2.2 Basic Displays

2.1-barplot.mp4
- Frequency distributions, bar plots.

2.2-hist-stem.mp4
- Histograms and stem-and-leaf plots.

### 1.3-ish Ogive

1.3-ish-ogive.mp4 - Cumulative
frequency and ogives.

### 2.5, 2.7 Measures of Center and Spread

2.5-2.7-center-spread.mp4
- Measures of center (mean, median) and measures of spread (range,
standard deviation).

### 2.3 Measures of Position

2.3-position.mp4
- Measures of position: z-score, quantiles, IQR.

### 2.4 Box Plot

2.4-box-plot.mp4 -
Box-and-whiskers plot.