商务统计学 2015期中考试卷
统计学期中考试试卷

统计学期中考试试卷考试时间:120分钟总分:100分一、选择题(每题2分,共20分)1. 统计学中,描述数据集中趋势的度量是:A. 方差B. 标准差C. 平均数D. 众数2. 下列哪项不是统计学中的抽样方法?A. 简单随机抽样B. 分层抽样C. 系统抽样D. 整体抽样3. 假设检验中,如果原假设为H0:μ = 50,备择假设为H1:μ ≠ 50,当检验结果拒绝原假设时,说明:A. 样本均值等于50B. 样本均值不等于50C. 样本方差等于50D. 样本方差不等于50...(此处省略剩余选择题)二、填空题(每空1分,共10分)请根据题目所给的数据,计算下列统计量:1. 平均数()2. 中位数()3. 众数()4. 方差()5. 标准差()...(此处省略剩余填空题)三、简答题(每题10分,共20分)1. 请简述相关系数和回归系数的区别。
2. 请解释什么是置信区间,并说明其在统计推断中的作用。
四、计算题(每题15分,共30分)1. 给定一组数据:23, 28, 31, 36, 40, 42, 49, 55, 58, 62。
请计算这组数据的平均数、中位数、众数、方差和标准差。
2. 假设某工厂生产的产品,其重量服从正态分布,平均重量为50克,标准差为2克。
如果从这批产品中随机抽取100件产品,请计算这100件产品的平均重量的95%置信区间。
五、论述题(20分)请论述统计学在数据分析中的重要性,并举例说明统计方法在实际问题中的应用。
考试结束,请考生停止答题并交卷。
[注:本试卷仅为示例,具体题目和内容应根据实际教学大纲和课程内容进行调整。
]。
最新商务统计学 期中考试卷教程文件

《商务统计》期中考试试题Part I: 单选题(每题2分,共60分)1.The universe or "totality of items or things" under consideration is calleda) a sample.b) a population.c) a parameter.d) a statistic.2.Which of the following is most likely a population as opposed to a sample?a)respondents to a newspaper survey.b)the first 5 students completing an assignment.c)every third person to arrive at the bank.d)registered voters in a county.3. A study is under way in Yosemite National Forest to determine the adult height of Americanpine trees. Specifically, the study is attempting to determine what factors aid a tree inreaching heights greater than 60 feet tall. It is estimated that the forest contains 25,000 adult American pines. The study involves collecting heights from 250 randomly selected adultAmerican pine trees and analyzing the results. Identify the variable of interest in the study.a)The age of an American pine tree in Yosemite National Forest.b)The height of an American pine tree in Yosemite National Forest.c)The number of American pine trees in Yosemite National Forest.d)The species of trees in Yosemite National Forest.4.The British Airways Internet site provides a questionnaire instrument that can be answeredelectronically. Which of the 4 methods of data collection is involved when people complete the questionnaire?a)Published sourcesb)Experimentationc)Surveyingd)Observation5.To monitor campus security, the campus police office is taking a survey of the number ofstudents in a parking lot each 30 minutes of a 24-hour period with the goal of determiningwhen patrols of the lot would serve the most students. If X is the number of students in the lot each period of time, then X is an example ofa) a categorical random variable.b) a discrete random variable.c) a continuous random variable.d) a statistic.6.An insurance company evaluates many numerical variables about a person before decidingon an appropriate rate for automobile insurance. A representative from a local insurance agency selected a random sample of insured drivers and recorded, X, the number of claims each made in the last 3 years, with the following results.X frequency1 142 183124 55 1Referring to the table, how many total claims are represented in the sample?a)15b)50c)111d)250(For Q7 and Q8) A survey was conducted to determine how people rated the quality of programming available on television. Respondents were asked to rate the overall quality from 0 (no quality at all) to 100 (extremely good quality). The stem-and-leaf display of the data is shown below.Stem Leaves3 244 034789995 01123456 125667 0189 27.Referring to the table, what percentage of the respondents rated overall television qualitywith a rating of 80 or above?a)0b) 4c)96d)1008.Referring to the table, what percentage of the respondents rated overall television qualitywith a rating between 50 and 75?a)11b)40c)44d)56(For Q9 and Q10) The following are the durations in minutes of a sample of long-distance phone calls made reported by one long-distance carrier.Time (in Minutes) Relative Frequency0 but less than 5 0.375 but less than 10 0.2210 but less than 15 0.1515 but less than 20 0.1020 but less than 25 0.0725 but less than 30 0.0730more 0.029.Referring to the table, if 1,000 calls were randomly sampled, how many calls lasted under10 minutes?a)220b)370c)410d)59010.Referring to the table, if 100 calls were randomly sampled, how many calls lasted 15minutes or longer?a)10b)14c)26d)7411.You have collected data on the approximate retail price (in $) and the energy cost per year(in $) of 15 refrigerators. Which of the following is the best for presenting the data?a) A pie chart.b) A scatter diagram.c) A Pareto diagram.d) A contingency table.(For Q12 and Q13) The histogram below represents scores achieved by 200 job applicants on a personality profile.12.Referring to the histogram, ________ percent of the job applicants scored between 10 and20.a)10%b)20%c)30%d)40%13.Referring to the histogram, the number of job applicants who scored between 30 and below60 is _______.a)20b)40c)60d)8014.Which measure of central tendency can be used for both numerical and categoricalvariables?a)Arithmetic mean.b)Median.c)Mode.d)Standard deviation.15.Which of the following statements about the median is not true?a)It is more affected by extreme values than the arithmetic mean.b)It is a measure of central tendency.c)It is equal to Q2.d)It is equal to the mode in bell-shaped "normal" distributions.16.When extreme values are present in a set of data, which of the following descriptivesummary measures are most appropriate:a)CV and range.b)arithmetic mean and standard deviation.c)interquartile range and median.d)variance and interquartile range.17.A probability distribution is an equation thata)associates a particular probability of occurrence with each outcome in the samplespace.b)measures outcomes and assigns values of X to the simple events.c)assigns a value to the variability in the sample space.d)assigns a value to the center of the sample space.18.In a binomial distributiona)the random variable Xb)the probability of event of interest is stable from trial to trial.c)the number of trials nd)the results of one trial are dependent on the results of the other trials.19.A lab orders 100 rats a week for each of the 52 weeks in the year for experiments that thelab conducts. Prices for 100 rats follow the following distribution:Price: $10.00 $12.50 $15.00Probability: 0.35 0.40 0.25How much should the lab budget for next year’s rat orders be, assuming this distribution does not change?a)$520b)$637c)$650d)$78020.A multiple-choice test has 30 questions. There are 4 choices for each question. A studentwho has not studied for the test decides to answer all questions randomly. What type of probability distribution can be used to figure out his chance of getting at least 20 questions right?a)binomial distribution.b)Poisson distribution.c)normal distribution.d)none of the above.21.In its standardized form, the normal distributiona)has a mean of 0 and a standard deviation of 1.b)has a mean of 1 and a variance of 0.c)has an area equal to 0.5.d)cannot be used to approximate discrete probability distributions.22.For some positive value of Z, the probability that a standard normal variable is between 0and Z is 0.3340. The value of Z isa)0.07b)0.37c)0.97d) 1.0623.The owner of a fish market determined that the average weight for a catfish is 3.2 poundswith a standard deviation of 0.8 pound. A citation catfish should be one of the top 2% in weight. Assuming the weights of catfish are normally distributed, at what weight (in pounds) should the citation designation be established?a) 1.56 poundsb) 4.44 poundsc) 4.84 poundsd) 5.20 pounds24.If a particular batch of data is approximately normally distributed, we would find thatapproximatelya) 2 of every 3 observations would fall betweenb) 4 of every 5 observations would fall betweenc)d)All the above.25.Which of the following about the binomial distribution is not a true statement?a)The probability of event of interest must be constant from trial to trial.b)Each outcome is independent of the other.c)The random variable of interest is continuous.d)Each outcome may be classified as either "event of interest" or "not event ofinterest."26.Why is the Central Limit Theorem so important to the study of sampling distributions?a)It allows us to disregard the size of the sample selected when the population is notnormal.b)It allows us to disregard the shape of the sampling distribution when the size of thepopulation is large.c)It allows us to disregard the size of the population we are sampling from.d)It allows us to disregard the shape of the population when n is large.27.Suppose a sample of n = 50 items is drawn from a population of manufactured products andthe weight, X, of each item is recorded. Prior experience has shown that the weight has aprobability distribution with = 6 ounces and = 2.5 ounces. Which of the following isa)The mean of the sampling distribution is 6 ounces.b)The standard deviation of the sampling distribution is 2.5 ounces.c)The shape of the sample distribution is approximately normal.d)All of the above are correct.28.For some positive value of X, the probability that a standard normal variable is between 0and +2X is 0.1255. The value of X isa)0.99b)0.40c)0.32d)0.1629.A campus program evenly enrolls undergraduate and graduate students. If a random sampleof 4 students is selected from the program to be interviewed about the introduction of a new fast food outlet on the ground floor of the campus building, what is the probability that all 4 students selected are undergraduate students?a)0.0256b)0.0625c)0.16d) 1.0030.If two events are collectively exhaustive, what is the probability that both occur at the sametime?a)0.b)0.50.c) 1.00.d)Cannot be determined from the information given.Part II: 计算题:Q1. 某证券公司为了分析上市公司股票价格与公司净资产收益率的关系,收集了各个上市公(10分)。
《商务统计学》题集

《商务统计学》题集一、选择题(每题2分,共10分)1.下列哪项不属于商务统计学的应用范围?A. 市场调查B. 质量控制C. 财务分析D. 天气预测2.在统计学中,总体是指什么?A. 研究的全部对象B. 研究中的一部分对象C. 某个具体的样本D. 某一特定数据3.下列哪种抽样方法是随机抽样?A. 方便抽样B. 系统抽样C. 配额抽样D. 判断抽样4.如果一组数据的均值是20,中位数是22,那么这组数据的分布可能是?A. 正偏态B. 负偏态C. 对称分布D. 无法确定5.在回归分析中,解释变量和被解释变量分别是什么?A. 因变量和自变量B. 自变量和因变量C. 都是自变量D. 都是因变量二、填空题(每空1分,共10分)1.在统计学中,用来衡量数据分布集中趋势的指标有______、______和______。
2.若一组数据的四分位数Q1=10,Q2=20,Q3=30,则该组数据的中位数为______。
3.在假设检验中,如果P值小于显著性水平α,则我们______原假设。
4.统计表中,频数和频率分别表示数据的______和______。
5.在回归分析中,回归系数的经济意义是解释变量每增加一个单位,被解释变量平均增加______单位。
三、判断题(每题1分,共10分)1.统计学的目的是收集、整理、分析和解释数据,从而帮助人们做出决策。
( )2.在正态分布中,均值、中位数和众数三者相等。
( )3.标准差是衡量数据波动大小的一个重要指标,标准差越大,说明数据的波动越大。
( )4.在假设检验中,如果P值大于显著性水平α,则我们有足够的证据拒绝原假设。
( )5.相关系数r的取值范围是[-1, 1],r=1表示完全正相关,r=-1表示完全负相关。
( )6.如果一组数据的偏度系数大于0,则说明这组数据是正偏态分布。
( )7.在抽样调查中,样本容量越大,抽样误差就越小。
( )8.统计推断是通过样本数据来推断总体的特征。
( )9.移动平均法是一种常用的时间序列预测方法。
商务经济统计试题及答案

商务经济统计试题及答案一、单项选择题1. 商务统计中,用于描述数据集中趋势的指标是:A. 方差B. 标准差C. 平均数D. 众数答案:C2. 在商务经济统计中,下列哪项不是统计量?A. 均值B. 标准差C. 样本容量D. 极差答案:C3. 以下哪项不是时间序列分析的类型?A. 季节性分析B. 趋势分析C. 相关性分析D. 循环分析答案:C二、多项选择题1. 商务统计中,以下哪些因素会影响数据的变异性?A. 数据的分布形态B. 数据的集中趋势C. 数据的离散程度D. 数据的样本大小答案:A、C2. 在进行商务经济预测时,常用的统计方法包括:A. 回归分析B. 指数平滑法C. 移动平均法D. 季节性调整答案:A、B、C三、简答题1. 简述商务统计中的指数平滑法的基本原理。
答案:指数平滑法是一种时间序列预测方法,它通过对历史数据加权平均来预测未来值。
权重随着时间的递减而递减,即近期的数据比远期的数据在预测中占有更大的权重。
这种方法可以平滑掉数据中的随机波动,从而更好地反映数据的趋势。
2. 描述商务统计中相关系数的计算方法及其意义。
答案:相关系数是用来衡量两个变量之间线性关系强度和方向的统计量。
其计算公式为:\[ r = \frac{\sum (X_i - \bar{X})(Y_i -\bar{Y})}{\sqrt{\sum (X_i - \bar{X})^2 \sum (Y_i -\bar{Y})^2}} \] 其中,\( X_i \) 和 \( Y_i \) 分别是两个变量的观测值,\( \bar{X} \) 和 \( \bar{Y} \) 是它们的平均值。
相关系数的值介于-1和1之间,值越接近1或-1表示变量间的线性关系越强,正值表示正相关,负值表示负相关。
四、计算题1. 假设有一组商务数据,其平均值为100,标准差为15。
如果某次测量结果为120,计算该结果的Z分数。
答案:Z分数的计算公式为:\[ Z = \frac{(X - \mu)}{\sigma} \]其中,\( X \) 是测量结果,\( \mu \) 是平均值,\( \sigma \) 是标准差。
商务统计试题5精选全文

精选全文完整版(可编辑修改)《商务统计》试题5------------------------------------------------------------------------------------------------------------------------一、判断题(每题1分,共10分)1.应用切比雪夫定理估计与平均数的距离在z个标准差之内的数据项所占比例时,z的取值可以是任意正数( )。
2.条形图和直方图都可以用于描述分类数据的频数分布、相对频数分布或百分比频数分布( )。
3.在样本容量一定的情况下,为了确保更高的置信度,置信区间的宽度必须变大( )。
4.事件A与其补A c是互斥的( )。
5.无论是单侧检验还是双侧检验,如果p值≤α,则拒绝原假设H0( )。
6.对于简单随机样本,样本均值x̅的数学期望、标准差受到样本容量n的影响 ( )。
7.在联列表中,两个变量必须都是分类变量或者都是数值型变量( )。
8.当分类数据用数值表示时,可以进行有意义的算术运算( )。
9.在满足一定条件时,可以用正态分布近似计算二项分布 ( )。
10.方差分析仅能用于实验性研究得到的数据而不能用于观测性研究得到的数据( )。
二、单项选择题(每题2分,共30分)1.由于改变生产方法所需的时间和成本都很大,所以在一种新方法实施之前,制造负责人必须使管理人员确信,推荐的制造方法能降低成本。
目前生产方法的平均成本是每小时22美元。
一项调研工作是在样本生产期同,测量新方法的成本。
以下假设合适的是( )。
A. H0:μ≥22 H a:μ<22B.H0:μ≤22 H a:μ>22C.H0:μ>22 H a:μ≤22D.H0:μ<22 H a:μ≥222.以下关于众数的说法错误的是( )。
A.众数是数据集中出现频率最高的数据值B.众数仅适用于数值型数据C.众数是一种位置度量指标D.众数有可能存在两个或更多3.以下关于事件的概率说法错误的是( )。
商务统计试题及答案

商务统计试题及答案### 商务统计试题及答案#### 一、选择题1. 统计数据收集的方法不包括以下哪项?- A. 观察法- B. 实验法- C. 调查法- D. 假设法答案:D2. 以下哪项不是描述性统计分析的内容?- A. 数据的分类- B. 数据的汇总- C. 数据的推断- D. 数据的图表展示答案:C3. 在统计学中,中位数是指:- A. 数据集中出现次数最多的数值- B. 数据集的算术平均值- C. 将数据集从小到大排列后位于中间位置的数值 - D. 所有数据的和除以数据的个数答案:C#### 二、简答题1. 解释什么是标准差,并简述其在商务统计中的重要性。
标准差是衡量一组数据离散程度的统计量,它表示数据集中的数值与平均值的偏差平方的平均数的平方根。
在商务统计中,标准差用于评估数据的波动性,帮助决策者了解业务风险和市场波动。
2. 描述相关系数的概念及其在商务分析中的应用。
相关系数是度量两个变量之间线性关系强度和方向的统计指标。
在商务分析中,相关系数可以用来评估不同因素对业务结果的影响,例如,销售额与广告支出之间的关系。
#### 三、计算题1. 给定以下数据集:10, 12, 15, 20, 25, 请计算平均值、中位数和标准差。
- 平均值 = (10 + 12 + 15 + 20 + 25) / 5 = 18- 中位数 = 15(数据集从小到大排列后位于中间位置的数值)- 标准差= √[(Σ(xi - 平均值)²) / n] = √[(10 - 18)² + (12 - 18)² + ... + (25 - 18)²] / 5 ≈ 5.392. 假设某公司连续5个月的销售额分别为:30万、35万、40万、45万和50万。
计算这5个月的平均销售额和销售额的增长趋势。
- 平均销售额 = (30 + 35 + 40 + 45 + 50) / 5 = 40万- 销售额的增长趋势可以通过计算每月销售额的增长率来分析,例如,从第一个月到第二个月的增长率为 (35 - 30) / 30 * 100% = 16.67%。
商务统计学试题

商务统计学[单项选择题]1、在数据采集活动中,进行观测记录的单位与总体中的个体()A.必须相同B.必须不同C.可以相同,也可以不同D.完全没有关系参考答案:C[单项选择题]2、对于内部差异很大且有明显的不同类型界限或标志的总体,进行抽样调查应该采用的抽样方式是()A.简单随机抽样B.系统抽样C.分层抽样D.整群抽样参考答案:C[单项选择题]3、如果观测变量的取值很多且数值成比例变化,则编制次数分布表时采用()A.单值B.等距分组C.异距分组D.复合分组参考答案:C[单项选择题]4、统计指标是用来测度统计活动研究对象某种特征数量的()A.概念B.数值C.概念和数值D.数值尺度参考答案:A[单项选择题]5、统计推断是一种()A.演绎推理B.完全归纳推理C.不完全归纳推理D.非逻辑推理参考答案:C[单项选择题]6、根据斯特吉斯公式,对于样本容量为1000的一个观测样本,采用等距分组,其组数应该为()A.9组B.10组C.11组D.12组参考答案:C[单项选择题]7、对于由观测变量的各个分组和各组变量总值顺序排列的分组分布表,计算算术平均数需采用的计算公式为()A.简单算术平均数B.加权算术平均数C.简单调和平均数D.加权调和平均数参考答案:D[单项选择题]8、随机变量的观测值中出现次数最多的变量值是该变量的()A.众数B.中位数C.极值D.均值参考答案:A[单项选择题]9、两个观测值之间如果存在同方向的线性函数关系,则二者的相关关系为()A.0B.1C.-1D.0.5参考答案:B[单项选择题]10、对于同一数据,所计算出的平均差与标准差相比,通常有()A.平均差大于标准差B.平均差小于标准差C.平均差等于标准差D.二者关系不定参考答案:B[单项选择题]11、变量x和y的相关系数的符号,取决于()A.变量x的标准差B.变量y的标准差C.变量x和y两个标准差的乘积D.变量x和y的协方差参考答案:D[单项选择题]12、对于从所考察总体中随机抽取的一个大样本,其样本均值近似服从()A.正态分布B.x2分布C.t分布D.均匀分布参考答案:A[单项选择题]13、抽样分布是指()A.抽取样本的总体分布B.样本自身的分布C.样本统计量的分布D.抽样观测变量的分布参考答案:C[单项选择题]14、如果θ^是该参数θ的一致估计,则随着样本容量n的增大,有()A.θ^的数值接近于总体参数θB.θ^的期望等于总体参数θC.θ^的方差接近于总体参数θD.θ^的方差接近于总体方差σ2参考答案:A[单项选择题]15、在假设检验中,犯第一类错误的概率等于()A.αB.βC.1-αD.1-β参考答案:A[单项选择题]16、在给定的显著性水平之下,进行假设检验,确定拒绝域的依据是()A.原假设为真的条件下检验统计量的概率分布B.备择假设为真的条件下检验统计量的概率分布C.观测变量的总体概率分布D.观测变量的样本分布参考答案:A[单项选择题]17、在单因子方差分析中,如果各个因子水平效应相同的原假设为真,则组间平方和SSA()A.等于0B.等于总平方和C.完全由观测的随机误差引起D.完全由各因子水平的差异引起参考答案:C[单项选择题]18、在方差分析中,所考察的影响观测变量的各个因子都必须()A.属性化B.数量化C.同质化D.差异化参考答案:A[单项选择题]19、使用最小二乘法估计得出的样本回归直线必然通过点()A.(0,0)B.(x,0)C.(0,y)D.(x,y)参考答案:D[单项选择题]20、居民家庭人均消费支出的差异随着家庭人均收入的提高而增加,这种现象称为()A.直线趋势B.曲线趋势C.异方差D.异常数据参考答案:C[单项选择题]21、累计采样所得到的时间序列是()A.时点序列B.时期序列C.特征序列D.平稳序列参考答案:B更多内容请访问《睦霖题库》微信公众号[单项选择题]22、已知一个时间序列的最初水平和最末水平,要计算各期的平均增长速度,则应采用的计算方法为()A.算术平均法B.几何平均法C.代数平均法D.调和平均法参考答案:B[单项选择题]23、如果时间序列的环比增长量大致相等,则应采用的趋势模型为()A.直线趋势模型B.指数曲线趋势模型C.二次曲线趋势模型D.修正指数曲线趋势模型参考答案:A[单项选择题]24、非概率型决策是一种()A.确定性决策B.非确定性决策C.等可能性决策D.非计算性决策参考答案:B[单项选择题]25、期望损益准则特别适用于()A.重复性决策B.一次性决策C.确定性决策D.非概率型决策参考答案:A[单项选择题]26、劳动生产率指数是一个()。
商务经济统计试题及答案

商务经济统计试题及答案一、单项选择题(每题2分,共20分)1. 商务经济统计的主要研究对象是什么?A. 社会经济现象B. 社会文化现象C. 自然现象D. 政治现象答案:A2. 下列哪项不是统计数据的来源?A. 人口普查B. 社会调查C. 历史记录D. 个人猜测答案:D3. 在商务经济统计中,下列哪项是描述性统计分析的内容?A. 预测未来趋势B. 描述数据特征C. 制定政策D. 进行假设检验答案:B4. 统计学中的“参数”是指什么?A. 样本数据B. 总体数据C. 样本容量D. 总体数量答案:B5. 以下哪个概念不是概率论的基本概念?A. 随机事件B. 概率C. 总体D. 样本答案:C6. 商务经济统计中,平均数通常用来衡量数据的什么?A. 集中趋势B. 离散程度C. 偏态分布D. 正态分布答案:A7. 在统计学中,标准差是用来衡量什么的?A. 集中趋势B. 离散程度C. 平均值D. 偏态分布答案:B8. 下列哪项是统计学中用于描述数据分布形状的指标?A. 平均数B. 标准差C. 众数D. 方差答案:C9. 在商务经济统计中,相关系数的取值范围是多少?A. -1到1B. 0到1C. 1到10D. -10到10答案:A10. 以下哪种图表最适合展示时间序列数据?A. 条形图B. 饼图C. 折线图D. 散点图答案:C二、多项选择题(每题3分,共15分)1. 商务经济统计中常用的数据收集方法包括哪些?A. 问卷调查B. 观察法C. 实验法D. 抽样调查答案:ABD2. 下列哪些是描述数据集中趋势的统计量?A. 平均数B. 中位数C. 众数D. 方差答案:ABC3. 在商务经济统计中,下列哪些因素会影响数据的代表性?A. 样本容量B. 抽样方法C. 样本误差D. 总体大小答案:AB4. 统计学中,下列哪些方法可以用来检验假设?A. t检验B. 卡方检验C. 回归分析D. 方差分析答案:ABD5. 在商务经济统计中,下列哪些图表可以用来展示数据的分布?A. 条形图B. 直方图C. 箱线图D. 散点图答案:ABC三、简答题(每题5分,共20分)1. 简述商务经济统计在企业决策中的作用。
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《商务统计》期中考试试题Part I: 单选题(每题2分,共60分)1.The universe or "totality of items or things" under consideration is calleda) a sample、b) a population、c) a parameter、d) a statistic、2.Which of the following is most likely a population as opposed to a sample?a)respondents to a newspaper survey、b)the first 5 students completing an assignment、c)every third person to arrive at the bank、d)registered voters in a county、3. A study is under way in Yosemite National Forest to determine the adult height of Americanpine trees、Specifically, the study is attempting to determine what factors aid a tree inreaching heights greater than 60 feet tall、It is estimated that the forest contains 25,000adult American pines、The study involves collecting heights from 250 randomly selected adult American pine trees and analyzing the results、Identify the variable of interest in the study、a)The age of an American pine tree in Yosemite National Forest、b)The height of an American pine tree in Yosemite National Forest、c)The number of American pine trees in Yosemite National Forest、d)The species of trees in Yosemite National Forest、4.The British Airways Internet site provides a questionnaire instrument that can be answeredelectronically、Which of the 4 methods of data collection is involved when peoplecomplete the questionnaire?a)Published sourcesb)Experimentationc)Surveyingd)Observation5.To monitor campus security, the campus police office is taking a survey of the number ofstudents in a parking lot each 30 minutes of a 24-hour period with the goal of determiningwhen patrols of the lot would serve the most students、If X is the number of students in the lot each period of time, then X is an example ofa) a categorical random variable、b) a discrete random variable、c) a continuous random variable、d) a statistic、6.An insurance company evaluates many numerical variables about a person before decidingon an appropriate rate for automobile insurance、A representative from a local insurance agency selected a random sample of insured drivers and recorded, X, the number of claims each made in the last 3 years, with the following results、X frequency1 142 183124 55 1Referring to the table, how many total claims are represented in the sample?a)15b)50c)111d)250(For Q7 and Q8) A survey was conducted to determine how people rated the quality of programming available on television、Respondents were asked to rate the overall quality from 0 (no quality at all) to 100 (extremely good quality)、The stem-and-leaf display of the data is shown below、Stem Leaves3 244 034789995 01123456 125667 0189 27.Referring to the table, what percentage of the respondents rated overall television qualitywith a rating of 80 or above?a)0b) 4c)96d)1008.Referring to the table, what percentage of the respondents rated overall television qualitywith a rating between 50 and 75?a)11b)40c)44d)56(For Q9 and Q10) The following are the durations in minutes of a sample of long-distance phone calls made reported by one long-distance carrier、Time (in Minutes) Relative Frequency0 but less than 5 0、375 but less than 10 0、2210 but less than 15 0、1515 but less than 20 0、1020 but less than 25 0、0725 but less than 30 0、0730more 0、029.Referring to the table, if 1,000 calls were randomly sampled, how many calls lasted under10 minutes?a)220b)370c)410d)59010.Referring to the table, if 100 calls were randomly sampled, how many calls lasted 15minutes or longer?a)10b)14c)26d)7411.You have collected data on the approximate retail price (in $) and the energy cost per year(in $) of 15 refrigerators、Which of the following is the best for presenting the data?a) A pie chart、b) A scatter diagram、c) A Pareto diagram、d) A contingency table、(For Q12 and Q13) The histogram below represents scores achieved by 200 job applicants on a personality profile、12.Referring to the histogram, ________ percent of the job applicants scored between 10 and20、a)10%b)20%c)30%d)40%13.Referring to the histogram, the number of job applicants who scored between 30 and below60 is _______、a)20b)40c)60d)8014.Which measure of central tendency can be used for both numerical and categoricalvariables?a)Arithmetic mean、b)Median、c)Mode、d)Standard deviation、15.Which of the following statements about the median is not true?a)It is more affected by extreme values than the arithmetic mean、b)It is a measure of central tendency、c)It is equal to Q2、d)It is equal to the mode in bell-shaped "normal" distributions、16.When extreme values are present in a set of data, which of the following descriptivesummary measures are most appropriate:a)CV and range、b)arithmetic mean and standard deviation、c)interquartile range and median、d)variance and interquartile range、17.A probability distribution is an equation thata)associates a particular probability of occurrence with each outcome in the samplespace、b)measures outcomes and assigns values of X to the simple events、c)assigns a value to the variability in the sample space、d)assigns a value to the center of the sample space、18.In a binomial distributiona)the random variable X is continuous、b)the probability of event of interest is stable from trial to trial、c)the number of trials n must be at least 30、d)the results of one trial are dependent on the results of the other trials、19.A lab orders 100 rats a week for each of the 52 weeks in the year for experiments that thelab conducts、Prices for 100 rats follow the following distribution:Price: $10、00 $12、50 $15、00Probability: 0、35 0、40 0、25How much should the lab budget for next year’s rat orders be, assuming this distribution does not change?a)$520b)$637c)$650d)$78020.A multiple-choice test has 30 questions、There are 4 choices for each question、 Astudent who has not studied for the test decides to answer all questions randomly、What type of probability distribution can be used to figure out his chance of getting at least 20 questions right?a)binomial distribution、b)Poisson distribution、c)normal distribution、d)none of the above、21.In its standardized form, the normal distributiona)has a mean of 0 and a standard deviation of 1、b)has a mean of 1 and a variance of 0、c)has an area equal to 0、5、d)cannot be used to approximate discrete probability distributions、22.For some positive value of Z, the probability that a standard normal variable is between 0and Z is 0、3340、The value of Z isa)0、07b)0、37c)0、97d)1、0623.The owner of a fish market determined that the average weight for a catfish is 3、2 poundswith a standard deviation of 0、8 pound、A citation catfish should be one of the top 2% in weight、Assuming the weights of catfish are normally distributed, at what weight (in pounds) should the citation designation be established?a)1、56 poundsb)4、44 poundsc)4、84 poundsd)5、20 pounds24.If a particular batch of data is approximately normally distributed, we would find thatapproximatelya) 2 of every 3 observations would fall between ±1 standard deviation around the mean、b) 4 of every 5 observations would fall between ±1、28 standard deviations around themean、c)19 of every 20 observations would fall between ±2 standard deviations around the mean、d)All the above、25.Which of the following about the binomial distribution is not a true statement?a)、b)Each outcome is independent of the other、c)The random variable of interest is continuous、d)Each outcome may be classified as either "event of interest" or "not event ofinterest、"26.Why is the Central Limit Theorem so important to the study of sampling distributions?a)It allows us to disregard the size of the sample selected when the population is notnormal、b)It allows us to disregard the shape of the sampling distribution when the size of thepopulation is large、c)It allows us to disregard the size of the population we are sampling from、d)It allows us to disregard the shape of the population when n is large、27.Suppose a sample of n = 50 items is drawn from a population of manufactured products andthe weight, X, of each item is recorded、Prior experience has shown that the weight has a probability distribution with μ= 6 ounces and σ= 2、5 ounces、Which of thefollowing is true about the sampling distribution of the sample mean if a sample of size 15 is selected?a)The mean of the sampling distribution is 6 ounces、b)The standard deviation of the sampling distribution is 2、5 ounces、c)The shape of the sample distribution is approximately normal、d)All of the above are correct、28.For some positive value of X, the probability that a standard normal variable is between 0and +2X is 0、1255、The value of X isa)0、99b)0、40c)0、32d)0、1629.A campus program evenly enrolls undergraduate and graduate students、If a randomsample of 4 students is selected from the program to be interviewed about the introduction of a new fast food outlet on the ground floor of the campus building, what is the probability that all 4 students selected are undergraduate students?a)0、0256b)0、0625c)0、16d)1、0030.If two events are collectively exhaustive, what is the probability that both occur at the sametime?a)0、b)0、50、c)1、00、d)Cannot be determined from the information given、Part II: 计算题:Q1、某证券公司为了分析上市公司股票价格与公司净资产收益率的关系,收集了各个上市公:(10分)。