Statistics Done Wrong
Alex Reinhart
Statistics Done Wrong - A book resource
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More resources on Confidence Intervals
Statistics with R
Coursera course: Statistics and Data Analysis with R
statisticshowto.com
Statistics How To is a beginner-friendly statistics resource with clear explanations, tutorials, and practical examples on key concepts like confidence intervals, sampling, and hypothesis testing. It provides definitions, formulas, and step-by-step calculations to help compute and interpret confidence intervals.
stattrek.com
StatTrek is an online statistics learning site offering free tutorials, explanations, and calculators for topics such as confidence intervals, distributions, hypothesis testing, and regression. It provides step-by-step guides and practical tools to compute statistics and analyze data.
Introduction to Statistics
Stanford's "Introduction to Statistics" teaches you statistical thinking concepts that are essential for learning from data and communicating insights. By the end of the course, you will be able to perform exploratory data analysis, understand key principles of sampling, and select appropriate tests of significance for multiple contexts. You will gain the foundational skills that prepare you to pursue more advanced topics in statistical thinking and machine learning. Topics include Descriptive Statistics, Sampling and Randomized Controlled Experiments, Probability, Sampling Distributions and the Central Limit Theorem, Regression, Common Tests of Significance, Resampling, Multiple Comparisons.
khanacademy.org
Khan Academy is a free online learning platform offering instructional videos, interactive practice, and quizzes across many subjects. In statistics, you’ll find tutorials on probability, sampling, and confidence intervals, plus step-by-step lessons and practice problems.