一名6西格玛黑带应了解的101件事(编辑修改稿)

一名6西格玛黑带应了解的101件事(编辑修改稿)内容摘要：

le 中国最 大的管理资源中心 第 12 页 共 30 页 to construct a Crosstabulation and use the information to perform a Chisquare analysis. 给出一份按部门描述问题的清单， 6西格玛黑带应能构建一份交叉表，并且能利用此信息进行卡方分析。 42. Given a table of x and y data pairs, the Six Sigma Black Belt should be able to determine if the relationship is linear or nonlinear. 给出一份 XY 配对的数据表， 6 西格玛黑带应能确定 XY之间的关系是线性的还是非线性的。 43. The Six Sigma Black Belt should know how to use nonlinearities to make products or processes more robust. 6 西格玛黑带应了解如何利用非线性来使产品或过程更加稳固。 44. The Six Sigma Black Belt should be able to construct and interpret a run chart when given a table of data in timeordered sequence. This includes calculating run length, number of runs and quantitative trend evaluation. 中国最 大的管理资源中心 第 13 页 共 30 页 当给定一份时间序列数据表时， 6西格玛黑带应能构建并解释趋势图，包括计算运行长度、运行数量以及定量趋势评估。 中国最 大的管理资源中心 第 14 页 共 30 页 45. When told the data are from an exponential or Erlang distribution the Six Sigma Black Belt should know that the run chart is preferred over the standard X control chart. 当被告知数据来自于指数函数或服从厄兰分布， 6西格玛黑带应了解这时候趋势图优于标准的 X控制图。 46. Given a set of raw data the Six Sigma Black Belt should be able to identify and pute two statistical measures each for central tendency, dispersion, and shape. 给出一组原始数据， 6西格玛黑带应 能识别并计算出两种统计测量的中心趋向、离散和形状。 47. Given a set of raw data, the Six Sigma Black Belt should be able to construct a histogram. 给出一组原始数据， 6西格玛黑带应能构建一份直方图。 48. Given a stem amp。 leaf plot, the Six Sigma Black Belt should be able to reproduce a sample of numbers to the accuracy allowed by the plot. 给出一份茎叶图， 6西格玛黑带应能复制出一个能够达到该图允许准确度的数字样本。 中国最 大的管理资源中心 第 15 页 共 30 页 49. Given a box plot with numbers on the key box points, the Six Sigma Black Belt should be able to identify the 25th and 75th percentile and the median. 给定一份标出关 键点数字的箱图， 6 西格玛黑带应能识别Q1和 Q3和 中位数。 50. The Six Sigma Black Belt should know when to apply enumerative statistical methods, and when not to. 6西格玛黑带应了解什么时候用计数统计法、什么时候不用。 51. The Six Sigma Black Belt should know when to apply analytic statistical methods, and when not to. 6 西格玛黑带应了解什么时候用分析统计法、什么时候不用。 52. The Six Sigma Black Belt should demonstrate a grasp of basic probability concepts, such as the probability of mutually exclusive events, of dependent and independent events, of events that can occur simultaneously, etc. 6西格玛黑带应掌握基础的概率概念，比如互斥事件的概率、关联和独立事件的概率、同时发生事件的概率等等。 中国最 大的管理资源中心 第 16 页 共 30 页 53. The Six Sigma Black Belt should know factorials, permutations and binations, and how to use these in monly used probability distributions. 6西格玛黑带应了解析因、置换、合并等方法，以及它们在概率分 布中的一般应用。 54. The Six Sigma Black Belt should be able to pute expected values for continuous and discrete random variables. 6西格玛黑带应能计算出连续或离散随机变量的期望值。 55. The Six Sigma Black Belt should be able to pute univariate statistics for samples. 6西格玛黑带应能计算出样本的单变量统计量 56. The Six Sigma Black Belt should be able to pute confidence intervals for various statistics. 6西格玛应能计算出各种统计的置信区间。 中国最 大的管理资源中心 第 17 页 共 30 页 57. The Six Sigma Black Belt should be able to read values from a cumulative frequency ogive. 6西格玛黑带应 能从累计频次尖顶部读出数值。 58. The Six Sigma Black Belt should be familiar with the monly used probability distributions, including: hypergeometric, binomial, Poisson, normal, exponential, chisquare, Student39。 s t, and F. 6 西格玛黑带应熟悉常用的概率分布，包括超几何分布、二项式分布、 泊松分布 、正态分布、指数分布、卡方分布、学者 t分布和 F分布。 59. Given a set of data the Six Sigma Black Belt should be able to correctly identify which distribution should be used to perform a given analysis, and to use the distribution to perform the analysis. 给定一组数据， 6西格玛黑带应 能正确地识别应用哪种分布来进行分析，并且能利用其进行分析。 60. The Six Sigma Black Belt should know that different techniques are required for analysis depending on whether a given measure (., the mean) is assumed known or estimated from a sample. The Six Sigma Black Belt should choose and properly use the correct 中国最 大的管理资源中心 第 18 页 共 30 页 technique when provided with data and sufficient i。