A company installs 5000 light bulbs, each with an average life of 500 hours, standard deviation of 100 hours, and distribution approximated by a normal curve. How many bulbs should have a life expectancy between 400 and 600 hours?
statisitics - Gabby, Saturday, January 19, 2013 at 9:40pm
If you graph this, you will see a bell curve where the center of the bell curve, the mean = 500 hrs. Light bulbs with life expectancy within +/-1 SD will represent 68.27% of the total of all bulbs. The remainder, 31.73% of all light bulbs will have either longer or shorter life expectacy. Half of the remainder, or 15.865% will be longer lived (greater than 600 hrs) , half shorter (less than 400 hrs).
So the total number of bulbs with life expectancy greater than 400 hrs is all bulbs within the +/-1 SD range plus all bulbs over the 600 hr range.
Number = 0.6827 * 5000 + 0.15865 * 5000 = 4206 bulbs
statisitics - anoneemose, Saturday, January 19, 2013 at 10:20pm
That is not one of the answers =(
statisitics - DrBob222, Saturday, January 19, 2013 at 10:44pm
Why didn't you post the choices? Could this be a significant figure problem; i.e., round that 4206.
statisitics - Reiny, Saturday, January 19, 2013 at 11:32pm
In the old days, we solved these "normal distribution" questions by using normal distribution tables, found in the back of text books.
Most calculators can now do these type of questions, after setting them in statistics mode.
However, there are several on-line webpages that simulate those charts.
One of the best I found is here:
Just enter the mean and SD, then click on <between> and enter 400 and 600
I get 0.6827
so .6827(5000) = 3413.5 or 3414 to the nearest bulb
I see that Gabby did have 68.27% as the range, but don't understand why she did not use that probability .
statisitics - anoneemose, Sunday, January 20, 2013 at 12:23am
statisitics - Reiny, Sunday, January 20, 2013 at 12:30am
3414 vs 3400 ... mhhh, what do you think?
statisitics - anoneemose, Sunday, January 20, 2013 at 12:53am
yes, I got that answer, I figured out each using an area table
on area table 1.00 = .341
.341+.341= .682 rounded =.68
statisitics - Reiny, Sunday, January 20, 2013 at 1:44am
There you go!