(a) 95 percent confident that , the sample mean hourly yield, is within a margin of error of 8 pounds of the population mean hourly yield u when catalyst XA-100 is used. trial runs (b) 99 percent confident that is within a margin of error of 5 pounds of u. n trial runs
Correlation
Correlation defines a relationship between two independent variables. It tells the degree to which variables move in relation to each other. When two sets of data are related to each other, there is a correlation between them.
Linear Correlation
A correlation is used to determine the relationships between numerical and categorical variables. In other words, it is an indicator of how things are connected to one another. The correlation analysis is the study of how variables are related.
Regression Analysis
Regression analysis is a statistical method in which it estimates the relationship between a dependent variable and one or more independent variable. In simple terms dependent variable is called as outcome variable and independent variable is called as predictors. Regression analysis is one of the methods to find the trends in data. The independent variable used in Regression analysis is named Predictor variable. It offers data of an associated dependent variable regarding a particular outcome.
![A production supervisor at a major chemical company wishes to determine whether a new catalyst, catalyst XA-100, increases the
mean hourly yield of a chemical process beyond the current mean hourly yield, which is known to be roughly equal to, but no more
than, 750 pounds per hour. To test the new catalyst, five trial runs using catalyst XA-100 are made. Assuming that all factors affecting
yields of the process have been held as constant as possible during the test runs, it is reasonable to regard the five yields obtained
using the new catalyst as a random sample from the population of all possible yields that would be obtained by using the new catalyst.
Furthermore, we will assume that this population is approximately normally distributed.
Regard the sample of 5 trial runs for which s= 19.71 as a preliminary sample. Determine the number of trial runs of the chemical
process needed to make us: (Round up your answers to the next whole number.)
(a) 95 percent confident that ī, the sample mean hourly yield, is within a margin of error of 8 pounds of the population mean hourly
yield u when catalyst XA-100 is used.
n
trial runs
(b) 99 percent confident that a is within a margin of error of 5 pounds of pu.
n
trial runs](/v2/_next/image?url=https%3A%2F%2Fcontent.bartleby.com%2Fqna-images%2Fquestion%2F88d18a19-21f4-41fb-afe0-306734676977%2Fc483c987-1f51-4eb8-b0ab-3c9f33d9eb06%2Fkal9dq_processed.png&w=3840&q=75)
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