Question

In: Statistics and Probability

Take the mean (average) and sample standard deviation of the sixteen numbers below. 25.25881 25.27368 25.21009...

Take the mean (average) and sample standard deviation of the sixteen numbers below.

25.25881

25.27368

25.21009

25.2202

25.2925

25.20889

25.22643

25.21332

25.24447

25.21286

25.24233

25.25303

25.27901

25.2939

25.23751

25.20013

Mean:

Standard Deviation:

% Relative Standard Deviation (aka CV):

95% Confidence interval (tcrit = 2.086 at 95% CL, 20 DoF):

Next take the mean of each set of four numbers (columns) and then take the mean and standard deviation of the four numbers that are the means of the sets of four.

Mean:

Standard Deviation:

Can the mean be different from the one above?

Why is the standard deviation different? (There is a special name for this, if you remember it.)

Solutions

Expert Solution

  • Mean:
  • Standard Deviation:
  • C.V:
  • To obtain the CI, First we've to assume that the data is following Normal Distribution.
    and here we obtaion the CI for Population Mean.

  • We've to calculate the mean of each set of four numbers (columns) and then take the mean and standard deviation of the four numbers that are the means of the sets of four.
  1. The first set-
    25.25881
    25.2925
    25.24447
    25.27901
  • Mean:
  • Standard Deviation:
  • 2.The second set-
    25.27368
    25.20889
    25.21286
    25.2939
  • Mean:
  • Standard Deviation:
  • 3. The third set-
    25.21009
    25.22643
    25.24233
    25.23751
  • Mean:
  • Standard Deviation:

  • 4. The fourth set-
    25.2202
    25.21332
    25.25303
    25.20013
  • Mean:
  • Standard Deviation:


    GRAND MEAN


    STANDARD DEVIATION OF THE FOUR MEANS=0.020983
  • No, the mean can't be different from the above.
  • The Standard Deviation is called Standar Error.

I hope this clarifies your doubt. If you're satisfied with the solution, hit the Like button. For further clarification, comment below. Thank You. :)


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