Math Problem Statement
Solution
Let's go throughTo the compute the test statistic for the given problem, let's break it down step by step:
solution### step Information-by-step provided to compute the: test statistic for1. Null hypothesis: ( H the given_ hypothesis0 test:.
p---
###le Givenq Data : 0-. **9Claim **: Over ) 902. Sample% of proportion physicians recommend the (\ drug(. -hat {Sample Sizep}: \ ()): n ( = 0 700 .47)
- \ ) Sample3 Proportion. Population: proportion ( (\ (hat p{_p0} \ =)) under0 (.47 H _)0 (47% said \ yes) ):- Null 4othesis. Sample: size (\ ): 5.0 Confidence. level90: \ () -95 **\Confidence% Level **)
:### Test95 Statistic% Formula (sign: ificanceFor level a proportion test )
is### calculated Step as : 1:\ Calculate[ thez Test = Statistic \
Forfrac a hypothesis{\ testhat for{p proportions, the} test - statistic p _0 z}{ \sqrt is{\ givenfrac by{:
\p[ z0 =( \1frac -{\ phat{0p)}}{ -n p}}_} 0}{]
###sqrt Step{-byfrac-step{ Calculationp: _10. ( 1Calculate - the p standard_0)}{n error}}} : \ ]
\Where[ :
- SE ( = \ \hatsqrt{{\pfrac}{ \p)_ =0 sample proportion = 0.(47
-1 ( - p p__00)} {)n =}} = \ hypothsqrt{\esizedfrac proportion ={ 00..990 \
cd-ot ( ( n \1 -) =0 sample.9 size = 700
Plugging in the values:
-
Numerator:
-
Denominator:
= \sqrt{\frac{0..9 \cdot 0.190}{700}} = \sqrt{\frac \{0.09}{700times}} = \sqrt{0.00012857} = 0 (.01134 \1] -
** -Compute the test0 statistic.**90)}: { \700[ }} = \ zsqrt{\frac{0 =.90 \ \times frac0{.10hat{}{p700}}} = - p \sqrt_{\0frac}{SE{} 0 .09 = \frac}{700}}{ =0 .sqrt47{ -0 .0000.12896}{0.01134} = \frac{-0.43}}{0.011 \34} approx =0 -.37011.3492
$$
]
3###. Final ** AnswerTest:
StatisticThe** test: statistic
is ( \ z[
= - z37 =. \92frac {-),0 which. corresponds43 to}{ option0 .D01134.
}Would \ youapprox like - a37 more. detailed92 explanation ]
of Final Answer:
The test statistic is **( - any of the steps37?
.###92 \ Related)** Questions.
: 1Therefore,. the What correct is option the is interpretation:
of✅ the ** testD statistic in hypothesis. testing? 2 -. How37.92**
Do does you the confidence level need influence further the clarification hypothesis on test any?
step3?.
Why### do Related Questions:
- we How use do the you null hypothesis population proportion (( p_0 interpret \ the)) result for of the this hypothesis standard error test?
- What? is4 the. critical What is the value difference between for one-tailed and two-ta a iled95 hypothesis% tests confidence? level5 for. a How one do-ta weiled determine whether test to? reject3. the What null does a negative hypothesis test in statistic this scenario?
indicate Tip in this:
When context calculating? proportions4,. always How double-check the does the sample size affect sample the test statistic? size5 and ensure. you are using the How null do hypothesis you value calculate ( the p p-value_ associated0 with this \ test) statistic to?
Tip:
Always ensure to check if the hypothesis test is one-tailed compute or two-ta the standardiled error,. as this affects the interpretation of the critical values and p-values.
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Math Problem Analysis
Mathematical Concepts
Hypothesis Testing
Proportions
Z-Tests
Formulas
Z-test statistic formula: z = (p̂ - p₀) / √(p₀(1 - p₀) / n)
Theorems
Central Limit Theorem
Z-test for population proportions
Suitable Grade Level
Grades 11-12
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