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.

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