Titlebook: Large Sample Techniques for Statistics; Jiming Jiang Textbook 2022Latest edition The Editor(s) (if applicable) and The Author(s), under ex

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pantomime

Big ,, Small ,, and the Unspecified ,,ce quantities by equivalents that are of simpler form. For example, recall Example 2 in the Preface. Here, the problem is to estimate the mean of a random variable. In the first case, the mean can be expressed as ., where .., …, .. are i.i.d. observations with E(..) = . ≠ 0. In this case, as mention

人类的发源

Asymptotic Expansions,on. The most well-known asymptotic expansion is the Taylor expansion, which is a mathematical tool, rather than a statistical method. However, the method is used so extensively in both theoretical and applied statistics that its role in statistics can hardly be overstated. Several other expansions,

噱头

ALE

Substance

Empirical Processes,stead of a random variable. A closer look reveals that the random function was constructed based on sum of i.i.d. random variables and equal to the latter at particular values of its variable. Since, in practice, random variables often represent observations, we call a function constructed from obse

Extemporize

常到

Time and Spatial Series,y rainfall total of a certain region, and the CD4+ cell count over time of an individual infected with the HIV virus may all be viewed as time series. A time series is usually denoted by .., . ∈ ., where . is a set of times, or .(.), . ∈ ., although in this book the latter notation is reserved for (

ACE-inhibitor

Ringworm