Hypothesis testing for sample means within a normal distrubutionHypothesis testing, inference of meansp value and hypothesis testingHypothesis Testing approach 3Large sample proportion hypothesis testingStatistics Hypothesis Testing ProblemHypothesis testing, is sample solution wrong and question strange or am I wrongStatistics Hypothesis Testing of Continuous VariablesStatistics A Level Errors in Hypothesis TestingBasics of Bayesian hypothesis testingHypothesis testing for profitability
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Hypothesis testing for sample means within a normal distrubution
Hypothesis testing, inference of meansp value and hypothesis testingHypothesis Testing approach 3Large sample proportion hypothesis testingStatistics Hypothesis Testing ProblemHypothesis testing, is sample solution wrong and question strange or am I wrongStatistics Hypothesis Testing of Continuous VariablesStatistics A Level Errors in Hypothesis TestingBasics of Bayesian hypothesis testingHypothesis testing for profitability
$begingroup$
The context of the question is that a bakery bakes cakes and the mass of cake is demoted by $X$ such that $X sim N(300, 40^2)$. A sample of 12 cakes is taken and the mean of the sample is 292g. The question wants me to find the $p$-value and test to see if the mean has changed at 10% significance.
So I know how to carry out the test as $overlineX_12 sim N(300,frac40^212)$, But what would the p-value I'm trying to calculate be? I know the p-value is 0.244.
probability statistics normal-distribution hypothesis-testing means
$endgroup$
add a comment |
$begingroup$
The context of the question is that a bakery bakes cakes and the mass of cake is demoted by $X$ such that $X sim N(300, 40^2)$. A sample of 12 cakes is taken and the mean of the sample is 292g. The question wants me to find the $p$-value and test to see if the mean has changed at 10% significance.
So I know how to carry out the test as $overlineX_12 sim N(300,frac40^212)$, But what would the p-value I'm trying to calculate be? I know the p-value is 0.244.
probability statistics normal-distribution hypothesis-testing means
$endgroup$
add a comment |
$begingroup$
The context of the question is that a bakery bakes cakes and the mass of cake is demoted by $X$ such that $X sim N(300, 40^2)$. A sample of 12 cakes is taken and the mean of the sample is 292g. The question wants me to find the $p$-value and test to see if the mean has changed at 10% significance.
So I know how to carry out the test as $overlineX_12 sim N(300,frac40^212)$, But what would the p-value I'm trying to calculate be? I know the p-value is 0.244.
probability statistics normal-distribution hypothesis-testing means
$endgroup$
The context of the question is that a bakery bakes cakes and the mass of cake is demoted by $X$ such that $X sim N(300, 40^2)$. A sample of 12 cakes is taken and the mean of the sample is 292g. The question wants me to find the $p$-value and test to see if the mean has changed at 10% significance.
So I know how to carry out the test as $overlineX_12 sim N(300,frac40^212)$, But what would the p-value I'm trying to calculate be? I know the p-value is 0.244.
probability statistics normal-distribution hypothesis-testing means
probability statistics normal-distribution hypothesis-testing means
asked Mar 17 at 11:53
H.LinkhornH.Linkhorn
473213
473213
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2 Answers
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$begingroup$
The hypothesis testing:
$$H_0: mu =300\
H_1:mu ne 300 \
z=fracbarx-30040/sqrt12=-0.6928\
ptext-value=P(z<-0.6928)=0.244 \
textReject $H_0$ if $p<fracalpha2$: 0.244not < 0.05 Rightarrow textFail to Reject H_0.$$
Note: $p$-value calculation:
1) In MS Excel: $=NORM.S.DIST(-0.6928;1)$.
2) WolframAlpha.
3) Z table.
$endgroup$
add a comment |
$begingroup$
$newcommandPmathbbP$It appears that you have $Xsim N(mu, 40^2)$ (known variance), and your null hypothesis is that $mu = 300$, with alternative hypothesis $mune 300$. For this, we will be using a two-tailed test.
Under the null hypothesis, we have $overlineX_12sim Nleft(300, frac40^212right)$, or $T := fracoverlineX_12 - 30040/sqrt12sim N(0,1)$. The $p$-value is the probability of getting a "more extreme" result for the test-statistic $T$ than observed under the null hypothesis (note the observed value is $colorbluefrac292-30040/sqrt12$), which for our two-tailed test means that the $p$-value is
$$Pleft(|T| > left| frac292-30040/sqrt12right| right) quad textwhere T sim N(0,1).$$
If you compute this probability, it seems you get double the answer you wrote. So the answers probably used a one-tailed test, which would be the case if our alternative hypothesis was $mu < 300$, in which case the $p$-value would be
$$Pleft(T < frac292-30040/sqrt12 right) quad textwhere T sim N(0,1).$$
This will get you the reported answer. The reason I used a two-tailed test is because I interpreted the alternative hypothesis as being with a $ne$ sign rather than $<$, because the wording of the question was "mean has changed".
$endgroup$
add a comment |
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2 Answers
2
active
oldest
votes
2 Answers
2
active
oldest
votes
active
oldest
votes
active
oldest
votes
$begingroup$
The hypothesis testing:
$$H_0: mu =300\
H_1:mu ne 300 \
z=fracbarx-30040/sqrt12=-0.6928\
ptext-value=P(z<-0.6928)=0.244 \
textReject $H_0$ if $p<fracalpha2$: 0.244not < 0.05 Rightarrow textFail to Reject H_0.$$
Note: $p$-value calculation:
1) In MS Excel: $=NORM.S.DIST(-0.6928;1)$.
2) WolframAlpha.
3) Z table.
$endgroup$
add a comment |
$begingroup$
The hypothesis testing:
$$H_0: mu =300\
H_1:mu ne 300 \
z=fracbarx-30040/sqrt12=-0.6928\
ptext-value=P(z<-0.6928)=0.244 \
textReject $H_0$ if $p<fracalpha2$: 0.244not < 0.05 Rightarrow textFail to Reject H_0.$$
Note: $p$-value calculation:
1) In MS Excel: $=NORM.S.DIST(-0.6928;1)$.
2) WolframAlpha.
3) Z table.
$endgroup$
add a comment |
$begingroup$
The hypothesis testing:
$$H_0: mu =300\
H_1:mu ne 300 \
z=fracbarx-30040/sqrt12=-0.6928\
ptext-value=P(z<-0.6928)=0.244 \
textReject $H_0$ if $p<fracalpha2$: 0.244not < 0.05 Rightarrow textFail to Reject H_0.$$
Note: $p$-value calculation:
1) In MS Excel: $=NORM.S.DIST(-0.6928;1)$.
2) WolframAlpha.
3) Z table.
$endgroup$
The hypothesis testing:
$$H_0: mu =300\
H_1:mu ne 300 \
z=fracbarx-30040/sqrt12=-0.6928\
ptext-value=P(z<-0.6928)=0.244 \
textReject $H_0$ if $p<fracalpha2$: 0.244not < 0.05 Rightarrow textFail to Reject H_0.$$
Note: $p$-value calculation:
1) In MS Excel: $=NORM.S.DIST(-0.6928;1)$.
2) WolframAlpha.
3) Z table.
answered Mar 17 at 13:22
farruhotafarruhota
21.6k2842
21.6k2842
add a comment |
add a comment |
$begingroup$
$newcommandPmathbbP$It appears that you have $Xsim N(mu, 40^2)$ (known variance), and your null hypothesis is that $mu = 300$, with alternative hypothesis $mune 300$. For this, we will be using a two-tailed test.
Under the null hypothesis, we have $overlineX_12sim Nleft(300, frac40^212right)$, or $T := fracoverlineX_12 - 30040/sqrt12sim N(0,1)$. The $p$-value is the probability of getting a "more extreme" result for the test-statistic $T$ than observed under the null hypothesis (note the observed value is $colorbluefrac292-30040/sqrt12$), which for our two-tailed test means that the $p$-value is
$$Pleft(|T| > left| frac292-30040/sqrt12right| right) quad textwhere T sim N(0,1).$$
If you compute this probability, it seems you get double the answer you wrote. So the answers probably used a one-tailed test, which would be the case if our alternative hypothesis was $mu < 300$, in which case the $p$-value would be
$$Pleft(T < frac292-30040/sqrt12 right) quad textwhere T sim N(0,1).$$
This will get you the reported answer. The reason I used a two-tailed test is because I interpreted the alternative hypothesis as being with a $ne$ sign rather than $<$, because the wording of the question was "mean has changed".
$endgroup$
add a comment |
$begingroup$
$newcommandPmathbbP$It appears that you have $Xsim N(mu, 40^2)$ (known variance), and your null hypothesis is that $mu = 300$, with alternative hypothesis $mune 300$. For this, we will be using a two-tailed test.
Under the null hypothesis, we have $overlineX_12sim Nleft(300, frac40^212right)$, or $T := fracoverlineX_12 - 30040/sqrt12sim N(0,1)$. The $p$-value is the probability of getting a "more extreme" result for the test-statistic $T$ than observed under the null hypothesis (note the observed value is $colorbluefrac292-30040/sqrt12$), which for our two-tailed test means that the $p$-value is
$$Pleft(|T| > left| frac292-30040/sqrt12right| right) quad textwhere T sim N(0,1).$$
If you compute this probability, it seems you get double the answer you wrote. So the answers probably used a one-tailed test, which would be the case if our alternative hypothesis was $mu < 300$, in which case the $p$-value would be
$$Pleft(T < frac292-30040/sqrt12 right) quad textwhere T sim N(0,1).$$
This will get you the reported answer. The reason I used a two-tailed test is because I interpreted the alternative hypothesis as being with a $ne$ sign rather than $<$, because the wording of the question was "mean has changed".
$endgroup$
add a comment |
$begingroup$
$newcommandPmathbbP$It appears that you have $Xsim N(mu, 40^2)$ (known variance), and your null hypothesis is that $mu = 300$, with alternative hypothesis $mune 300$. For this, we will be using a two-tailed test.
Under the null hypothesis, we have $overlineX_12sim Nleft(300, frac40^212right)$, or $T := fracoverlineX_12 - 30040/sqrt12sim N(0,1)$. The $p$-value is the probability of getting a "more extreme" result for the test-statistic $T$ than observed under the null hypothesis (note the observed value is $colorbluefrac292-30040/sqrt12$), which for our two-tailed test means that the $p$-value is
$$Pleft(|T| > left| frac292-30040/sqrt12right| right) quad textwhere T sim N(0,1).$$
If you compute this probability, it seems you get double the answer you wrote. So the answers probably used a one-tailed test, which would be the case if our alternative hypothesis was $mu < 300$, in which case the $p$-value would be
$$Pleft(T < frac292-30040/sqrt12 right) quad textwhere T sim N(0,1).$$
This will get you the reported answer. The reason I used a two-tailed test is because I interpreted the alternative hypothesis as being with a $ne$ sign rather than $<$, because the wording of the question was "mean has changed".
$endgroup$
$newcommandPmathbbP$It appears that you have $Xsim N(mu, 40^2)$ (known variance), and your null hypothesis is that $mu = 300$, with alternative hypothesis $mune 300$. For this, we will be using a two-tailed test.
Under the null hypothesis, we have $overlineX_12sim Nleft(300, frac40^212right)$, or $T := fracoverlineX_12 - 30040/sqrt12sim N(0,1)$. The $p$-value is the probability of getting a "more extreme" result for the test-statistic $T$ than observed under the null hypothesis (note the observed value is $colorbluefrac292-30040/sqrt12$), which for our two-tailed test means that the $p$-value is
$$Pleft(|T| > left| frac292-30040/sqrt12right| right) quad textwhere T sim N(0,1).$$
If you compute this probability, it seems you get double the answer you wrote. So the answers probably used a one-tailed test, which would be the case if our alternative hypothesis was $mu < 300$, in which case the $p$-value would be
$$Pleft(T < frac292-30040/sqrt12 right) quad textwhere T sim N(0,1).$$
This will get you the reported answer. The reason I used a two-tailed test is because I interpreted the alternative hypothesis as being with a $ne$ sign rather than $<$, because the wording of the question was "mean has changed".
edited Mar 17 at 12:20
answered Mar 17 at 12:13
Minus One-TwelfthMinus One-Twelfth
2,823413
2,823413
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