... explain statistics from the basic concepts all the way through advanced topics like ANOVA and ANCOVA.
[...]
The book also includes hands-on tutorials in PyTorch and R so you can turn the theory into practice;Topics include:Understanding Fundamental Concepts in Statistics;Visualizing Data and Calculating Probabilities with Histograms;Saving Time and Money with Probability Distributions and Models;Making Decisions with Hypothesis Testing and the Null Hypothesis;Quantifying Confidence in our Decisions with p-values;Using a Single Variable to Make Predictions and Decisions with Linear Regression;Using More Variables to Make Predictions and Decisions with Multiple Regression;Testing for Differences with t-tests;Determining How Much Data to Collect with Power and Power Analyses;Avoiding p-value Pitfalls;Testing for More Differences with ANOVA and ANCOVA;(including basic probability) (Fonte: Editore)
