Probability of Sample Proportion Within 0.05 of Population

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SUMMARY

The discussion centers on calculating the probability that a sample proportion of households with solar heaters is within 0.05 of the claimed population proportion of 0.15, based on a random sample of 250 households. The solution involves using the confidence interval method to find the z-value, specifically P(|p̂ - p| < 0.05). Participants emphasize the importance of considering both tails of the distribution when calculating probabilities, specifically P(z < 2.214) and P(z < -2.214).

PREREQUISITES
  • Understanding of sample proportions and population proportions
  • Familiarity with confidence intervals and z-scores
  • Knowledge of normal distribution properties
  • Basic statistical hypothesis testing concepts
NEXT STEPS
  • Learn how to calculate z-scores for sample proportions
  • Study the Central Limit Theorem and its implications for sample distributions
  • Explore confidence interval calculations for proportions
  • Review statistical software tools for hypothesis testing, such as R or Python's SciPy library
USEFUL FOR

Students studying statistics, data analysts, and researchers involved in survey analysis or any field requiring understanding of sample proportions and confidence intervals.

werson9339
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Homework Statement


Person A claims that the porportion of household installed with solar heater is 0.15. A random sample of 250 household iataken.
Assuming the claim of person A is true, finding the probability that tge sample proportion is within 0.05 of the population proportion.

Homework Equations

The Attempt at a Solution


the ans given is P (|pˆ-p| ) < 0.05 ,

i do it in this way ... my reason is to find the z value using confidence interval method , since confience interval is defined as how many percent are you sure that the sample mean lies in the population mean interval
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anyone can answer please? thanks in advance!
 
I think you may have forgotten to take off the other tail.
p(z<2.214) is the probability that the sample proportion will be less than .15+.05.
p(z<-2.214) is the probability that the sample proportion will be less than .15-.05.
 
werson9339 said:
anyone can answer please? thanks in advance!

I do not look at work done in posted files. If you type out your work I would be willing to look at it. I think the majority of helpers here have a similar policy.
 

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