From the Book - First Adams media hardcover edition.
Key points of statistical analytics
Knowing the quality of your data
Modeling risk, measuring samples, and predicting
Dot plots, bar charts, histograms, frequency polygons
More ways to see numbers-based data
The mean, the median, and the mode
The range and interquartile range
Mean deviations and variations
Empirical probability and subjective probability
Basics of probability distributions
Analyzing probability distributions
The central limit theorem
Outliers on the bell curve
Limited and unlimited data
Variance as a measure of risk
What are confidence intervals?
Measuring confidence intervals
The basics of hypothesis testing
Taking it to the next level
Measuring large sample population proportions
Tests for two populations
Statistics in academic research
What regression data tables tell us
Quantitative research design
Quantity and sourcing of the data
Appropriate survey design
Big data, supercomputers, and artificial intelligence.
