Week 5-6 Flashcards

1
Q
  • What is the equation used for “Ordered without replacement”?
  • How many distinct samples can you get when you select a sample size of 2, ordered and without replacement from a population of 3?
A
  • check 5.1

* 6

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2
Q
  • What is the equation used for “Ordered with replacement”?
  • How many distinct samples can you get when you select a sample size of 2, ordered and with replacement from a population of 3?
A
  • check 5.2

* 9

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3
Q
  • What is the equation used for “Unordered with replacement”?
  • How many distinct samples can you get when you select a sample size of 2, unordered and with replacement from a population of 3?
A
  • check 5.3

* 6

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4
Q

Define Simple Random Sampling (SRS)

A

Selection of a sample that contains a n number of sampling units from a population of N number of sampling units in a way that every N(C)n distinct samples has an equal probability of being selected.

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5
Q

Show that the number of distinct samples that can be selected in a SRS, unordered and without replacement is 1/N(C)n (***probability?)

A
  • check 6.1
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6
Q

An ordered random sample of size n is selected from a population size of N with replacement, what is the probability of getting the sample?

A

1/N^n

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7
Q
  • What is the equation for the Sample Variance?

* Prove the equation

A

check 6.2

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8
Q

What are the 4 main characteristics of a population?

A

1) Mean
2) Total
3) Ratio
4) Proportion

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9
Q

What is an “unbiased estimator”?

A

check 6.2

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10
Q

Show that sample mean is an unbiased estimator for population mean

A

check 6.2

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11
Q

Show that s^2 is an unbiased estimator for the sd^2 when sampling is simple random sample and with replacement

A

check 6.2

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12
Q

Show that s2 is an unbiased estimator for the S^2 when sampling is simple random sample and without replacement.

A

check 6.2

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13
Q

What is the variance of the sample mean with replacement?

A

check 6.2

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