Crop Statistics and Bioinformatic Tools,
This book is for people who want to learn probability and statistics quickly. It brings together many of the main ideas in…
All of Statistics
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Table of Contents
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Altmetric BadgeBook Overview
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Altmetric BadgeChapter 1 Probability
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Altmetric BadgeChapter 2 Random Variables
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Altmetric BadgeChapter 3 Expectation
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Altmetric BadgeChapter 4 Inequalities
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Altmetric BadgeChapter 5 Convergence of Random Variables
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Altmetric BadgeChapter 6 Models, Statistical Inference and Learning
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Altmetric BadgeChapter 7 Estimating the CDF and Statistical Functionals
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Altmetric BadgeChapter 8 The Bootstrap
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Altmetric BadgeChapter 9 Parametric Inference
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Altmetric BadgeChapter 10 Hypothesis Testing and p-values
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Altmetric BadgeChapter 11 Bayesian Inference
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Altmetric BadgeChapter 12 Statistical Decision Theory
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Altmetric BadgeChapter 13 Linear and Logistic Regression
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Altmetric BadgeChapter 14 Multivariate Models
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Altmetric BadgeChapter 15 Inference About Independence
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Altmetric BadgeChapter 16 Causal Inference
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Altmetric BadgeChapter 17 Directed Graphs and Conditional Independence
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Altmetric BadgeChapter 18 Undirected Graphs
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Altmetric BadgeChapter 19 Log-Linear Models
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Altmetric BadgeChapter 20 Nonparametric Curve Estimation
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Altmetric BadgeChapter 21 Smoothing Using Orthogonal Functions
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Altmetric BadgeChapter 22 Classification
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Altmetric BadgeChapter 23 Probability Redux: Stochastic Processes
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Altmetric BadgeChapter 24 Simulation Methods
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