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Foundational Statistics for Biologists
Ken A. Aho
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Últimas novedades
biología
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Taking a biological perspective, this text provides an introduction to foundational topics in science, probability, and mathematical statistics for advanced undergraduate and graduate students in biology and related fields. It offers comprehensive background material in probability and mathematical statistics, emphasizing Bayesian methods and biological applications throughout. The author discusses relevant issues in the philosophy of science as well as the design of effective experiments. He also uses an R package specifically developed to demonstrate ideas presented in the book.
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| Introduction to Science. Introduction to R. Introduction to Probability. Probability Density Functions. Parameters and Estimators. Sampling Distributions and Associated Topics. Hypothesis Testing. Designing and Implementing Effective Research |
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