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Probability Distributions

In: EnvStats

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  • Steven P. Millard

    (Probability, Statistics and Information)

Abstract

As we stated in Chap. 2, a population is defined as the entire collection of measurements about which we want to make a statement, such as all possible measurements of dissolved oxygen in a specific section of a stream within a certain time period. Probability distributions are idealized mathematical models that are used to model the variability inherent in a population. Certain probability distributions come up again and again in environmental statistics. This chapter discusses the functions available in EnvStats for plotting probability distributions, computing quantities associated with these distributions, and generating random numbers from these distributions. See Millard et al. (2014) for a more in-depth discussion of probability distributions.

Suggested Citation

  • Steven P. Millard, 2013. "Probability Distributions," Springer Books, in: EnvStats, edition 2, chapter 0, pages 79-96, Springer.
    • Handle: RePEc:spr:sprchp:978-1-4614-8456-1_4
    DOI: 10.1007/978-1-4614-8456-1_4
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