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Q: Can predictions be made from a selected sample?
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What is a sample that is taken without bias?

A randomly selected sample.


What are the advantages and disadvantages of inferential statistics?

One advantage of inferential statistics is that large predictions can be made from small data sets. However, if the sample is not representative of the population then the predictions will be incorrect.


How do you ensure less sample bias?

The sample should be selected randomly.


What is the definition for unbiased sample?

A sample is Unbiased if everyone in the sample have an equal chance of being selected


When you draw a sample from a normal distribution what can you conclude about the sample distribution?

The answer depends on how the sample is selected. If it is a simple random sample, of size n, then it is distributed approximately normally with the same mean as the population mean.The answer depends on how the sample is selected. If it is a simple random sample, of size n, then it is distributed approximately normally with the same mean as the population mean.The answer depends on how the sample is selected. If it is a simple random sample, of size n, then it is distributed approximately normally with the same mean as the population mean.The answer depends on how the sample is selected. If it is a simple random sample, of size n, then it is distributed approximately normally with the same mean as the population mean.


What is important for a scientific sample?

self selected


Randomly selected portion of the population?

sample


What does replacement mean in probability?

When the sample is drawn, it is placed back where it was taken from and if subsequent draws are made, it could be selected again.


Does a random largely selected sample always give a better estimate of the population than a randomly selected sample?

A larger random sample will always give a better estimate of a population parameter than a smaller random sample.


What is the definition for the sample of a population for which each has an equal chance of being selected?

Random Sample


Which type of sample is selected to reflect the demographic characteristics of the population of interest?

Convenience sample


At a large University a simple random sample of 5 female professors is selected and a simple random sample of 10 male professors is selected The two samples are combined to give an overall sample of?

at a large university a simple random sample of 5 female proffesors is seleted and a simple random sample of 10 male professors is selected. the two samples are combine to give an overall sample of 15 professor. the overall sample is?