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南极耳语 · 2023年02月10日

想问一下是不是只要是test statistic大于critical value的都可以是significant的?

NO.PZ2021062201000020

问题如下:

Jill Batten is analyzing how the returns on the stock of Stellar Energy Corp. are related with the previous month’s percentage change in the US Consumer Price Index for Energy (CPIENG). Based on 248 observations, she has computed the sample correlation between the Stellar and CPIENG variables to be −0.1452. She also wants to determine whether the sample correlation is significantly different from zero. The critical value for the test statistic at the 0.05 level of significance is approximately 1.96. Batten should conclude that the statistical relationship between Stellar and CPIENG is:

选项:

A.

significant, because the calculated test statistic is outside the bounds of the critical values for the test statistic.

B.

significant, because the calculated test statistic has a lower absolute value than the critical value for the test statistic.

C.

insignificant, because the calculated test statistic is outside the bounds of the critical values for the test statistic.

解释:

A is correct. The calculated test statistic is:


Because the value of t = −2.30177 is outside the bounds of ±1.96, we reject the null hypothesis of no correlation and conclude that there is enough evidence to indicate that the correlation is different from zero.

首先本题假设检验为:

H0:ρ=0;

Ha:ρ≠0

通过上述计算,算出的检验统计量为-2.30177,落在大于±1.96的区间外,1.那么拒绝原假设。

如题

1 个答案
已采纳答案

星星_品职助教 · 2023年02月10日

同学你好,

更严谨一点的说法是加上绝对值。即当|test statistic|>|critical value|时,拒绝原假设,结论为significant。

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NO.PZ2021062201000020问题如下 Jill Batten is analyzing how the returns on the stoof StellEnergy Corp. are relatewith the previous month’s percentage change in the US Consumer PriInx for Energy (CPIENG). Baseon 248 observations, she hcomputethe sample correlation between the StellanCPIENG variables to −0.1452. She also wants to termine whether the sample correlation is significantly fferent from zero. The criticvalue for the test statistic the 0.05 level of significanis approximately 1.96. Batten shoulconclu ththe statisticrelationship between StellanCPIENG is: A.significant, because the calculatetest statistic is outsi the boun of the criticvalues for the test statistic.B.significant, because the calculatetest statistic ha lower absolute value ththe criticvalue for the test statistic.C.insignificant, because the calculatetest statistic is outsi the boun of the criticvalues for the test statistic. A is correct. The calculatetest statistic is:Because the value of t = −2.30177 is outsi the boun of ±1.96, we rejethe null hypothesis of no correlation anconclu ththere is enough evinto incate ththe correlation is fferent from zero.首先本题假设检验为H0ρ=0; Haρ≠0通过上述计算,算出的检验统计量为-2.30177,落在大于±1.96的区间外,1.那么拒绝原假设。 老师拿到下b

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