Tag: distributions

Statistics and Probability

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A list of courses from the Khan Academy covering the following topics: Introduction to statistics Analyzing categorical data Displaying and comparing quantitative data Summarizing quantitative data Modeling data distributions Exploring bivariate numerical data Study design Probability Counting, permutations, and combinations Random variables Sampling distributions One-sample confidence intervals One-sample z and t significance tests Two-sample inference for the difference between groups Inference for categorical data (chi-square tests) Advanced regression (inference and … Continue Reading

MIT Statistics Cheat Sheet

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A long list of definitions, equations, and examples for common statistical terms and tests, including: Variance Standard Deviation & Error T-tests Chi-Square Tests Probability Distributions

Field Guide to Continuous Probability Distributions

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This compendium details hundred or so simple continuous probability distributions, their properties and their interrelations.

Think Bayes

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Use your existing programming skills to learn and understand Bayesian statistics. Work with problems involving estimation, prediction, decision analysis, evidence, and hypothesis testing.

Data Analysis for the Life Sciences

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Data analysis is now part of practically every research project in the life sciences. In this book we use data and computer code to teach the necessary statistical concepts and programming skills to become a data analyst.

Probability Cheat Sheet

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This is an 10-page probability cheatsheet that summarizes important probability probability concepts, formulas, and distributions, with figures, examples, and stories.

Now You See It: Simple Visualization Techniques for Quantitative Analysis

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Now You See It teaches simple, practical means to explore and analyze quantitative data–techniques that rely primarily on using your eyes.