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Chapter 8

Distributions

用于估计总体的分布参数
用于估计总体的分布参数
The accurate values of population parameters such as population proportion, population mean, and population standard deviation (or variance) are usually ...
自由度
自由度
The degree of freedom for a particular statistical calculation is the number of values that are free to vary. Thus, the minimum number of independent ...
学生 <em>t</em> 分布
学生 t 分布
The population standard deviation is rarely known in many day-to-day examples of statistics. When the sample sizes are large, it is easy to estimate the ...
在 <em>z</em> 分布和 <em>t</em> 分布之间进行选择
z 分布和 t 分布之间进行选择
The z and the Student t distribution estimate the population mean using the sample mean and standard deviation. However, to decide which distribution to ...
卡方分布
卡方分布
How does one determine if bingo numbers are evenly distributed or if some numbers occurred with a greater frequency? Or if the types of movies people ...
求卡方的临界值
求卡方的临界值
Consider a curve representing sample data drawn randomly from a normally distributed population. One must construct confidence intervals to estimate or to ...
估计总体标准差
估计总体标准差
When the population standard deviation is unknown and the sample size is large, the sample standard deviation s is commonly used as a point estimate of ...
拟合优度检验
拟合优度检验
The goodness-of-fit test is a type of hypothesis test which determines whether the data "fits" a particular distribution. For example, one may ...
拟合优度检验中的预期频率
拟合优度检验中的预期频率
A goodness-of-fit test is conducted to determine whether the observed frequency values are statistically similar to the frequencies expected for the ...
列联表
列联表
A contingency table provides a way of portraying data that can facilitate calculating probabilities. It is a method of displaying a frequency distribution ...
独立性测试简介
独立性测试简介
In statistics, the term independence means that one can directly obtain the probability of any event involving both variables by multiplying their ...
独立性检验的假设检验
独立性检验的假设检验
The test of independence is a chi-square-based test used to determine whether two variables or factors are independent or dependent. This hypothesis test ...
确定预期频率
确定预期频率
Suppose one wants to test independence between the two variables of a contingency table. The values in the table constitute the observed frequencies of ...
均匀性检验
均匀性检验
The goodness–of–fit test can be used to decide whether a population fits a given distribution, but it will not suffice to decide whether two ...
<em>F</em> 分布
F 分布
The F distribution was named after Sir Ronald Fisher, an English statistician. The F statistic is a ratio (a fraction) with two sets of degrees of ...
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