Statistics - Rules and Tips !!

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Statistics - Rules and Tips !!

by amitdgr » Mon Aug 18, 2008 1:34 am
  • 1. Mean Average = total of quantities / number of quantities

    2. The median is the "middle" number in a group (when arranged in ascending or descending order) consisting of an odd number of numbers, and the average of the two middle numbers if there are an even number of numbers

    3. For a set of consecutive integers, the median is the the average of the first and the last integer

    4. Mode is the most frequently recurring number/numbers among the given set of numbers. It can be more than one

    5. Range is the difference between the largest number and smallest number is a set

    6. Calculation of Standard Deviation (SD):
    i) Find the mean of the set of numbers
    ii) Find the difference between each of the numbers and the mean
    iii) Square the differences and add them together
    iv) Take the positive square root of this value

    7. Variance is the square of the standard deviation

    8. SD does not change when the same constant is added or subtracted to all the members of the set

    9. If mean = maximum value it means that all values are equal and SD is 0

    10. A set of numbers with range of zero means that all of the numbers are the same, hence the dispersion of the numbers from its mean is zero

    11. SD ranks the dispersion (deviation) of the numbers in a list. The more alike the numbers are, the less the dispersion, so the less the standard
    deviation

    12. SD is the square root of the average of the sum of square of the variation from the mean

    13. The more uneven members are dispersed around their arithmetic average, the more their SD

    14. You only need to know the difference between values and total number of values to compute SD

    15. If we know all the numbers of the list, there is a definite SD, regardless of what it is, we can compute it and get an answer – this is helpful for
    DS questions

    16. If the range is 0, then the SD must also be 0, because there is no variance

    17. The SD of any list is not dependent on the average, but on the deviation of the numbers from the average. So just by knowing that two lists
    having different averages doesn't say anything about their standard deviation - different averages can have the same SD

    18. The sum of the deviations of the elements from the mean must be 0

    19.Closer the more values to the MEAN, lower the SD

    20. If Range or SD of a list is 0, then the list will contain all identical elements

    21. For data with approximately the same mean, the greater the range, the greater the SD

    22. If you multiply all terms by x then SD =x times old SD and mean = x times old mean

    23. For comparing the SD for two sets any information about mean ,median,mode and range are insufficient unless you can determine the
    individual terms from the given data

    24. Symmetric about the mean means that the shape of the distribution on the right and left side of the curve are mirror-images of each other

    25. For a given set of consecutive even numbers.. mean = median

    26. For odd number of consecutive integers median = mean

    27. Good links for Normal Distribution:

    https://www-stat.stanford.edu/~naras/jsm ... nsity.html https://davidmlane.com/hyperstat/z_table.html

    https://www.integratedlearning.net/gmat/sample.asp
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Please add if i missed something.
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by pepeprepa » Mon Aug 18, 2008 3:08 am
Nice, I will add others when I find some in different exercices.

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by primegem » Tue Aug 19, 2008 7:31 am
Thanks for the consolidated rules list on statistics .

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by govenugo » Sun Aug 30, 2009 1:36 pm
I see the formula for Standard Deviation being not correct.

to be precise - before doing a square root, the sum of the squares of the differences should be divided the total number of numericals available in the set.

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by piyushdabomb » Mon Mar 15, 2010 12:58 pm
A couple corrections?
amitdgr wrote:
  • ...

    16. If the range is 0, then the SD must also be 0, because there is no variance

    ...

    19.Closer the more values to the MEAN, lower the SD

    ...
16) IMO, not true. This only applies to '+' numbers and numbers that are consecutive. Take the dataset {-7 1 4 7}, and you'll have a different spread across the numbers with a range of 0.

19) This is only true if the data sets 'edge' numbers are closer to the mean as well. You can have the first and last end point being very far from the mean with the rest of your numbers closer to the average and still result in a much larger standard deviation than a similar set with numbers farther from the mean and have their edge numbers closer to the mean. Try using the following example sets: {1 6 6 6 11} vs {2 2 6 10 10}. Point - Every number matters!
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by scoobydooby » Mon Mar 15, 2010 8:50 pm
16) If the range is 0, then the SD must also be 0 => good as is

piyushdabomb, your dataset:{-7 1 4 7} has range 14 and not 0

if range =0, the highest and the lowest numbers are the same which implies all numbers in between are also the same in an ordered set. so SD has to be 0.

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by piyushdabomb » Tue Mar 16, 2010 8:28 am
scoobydooby wrote:16) If the range is 0, then the SD must also be 0 => good as is

piyushdabomb, your dataset:{-7 1 4 7} has range 14 and not 0

if range =0, the highest and the lowest numbers are the same which implies all numbers in between are also the same in an ordered set. so SD has to be 0.
Good Call!

7 - (-7) = 14 :)

For the range to be 0, all the numbers MUST be the same, right?
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by scoobydooby » Wed Mar 17, 2010 6:06 am
yes, thats right.