Respuesta :
Answer:
4.5 hour and 2 hour
Step-by-step explanation:
Given: The mean number of hours per day spent watching television, according to a national survey, is 3.5 hours, with a standard deviation of two hours.
To Find: If each time was increased by one hour, what would be the new mean and standard deviation.
Solution:
let the total numbers entries of hours in survey be = [tex]\text{N}[/tex]
each entry in survey be = [tex]\text{x}_{i}[/tex]
mean of survey is = [tex]\mu[/tex] =[tex]3.5[/tex] [tex]\text{hours}[/tex]
standard deviation is = [tex]\sigma[/tex] = [tex]2[/tex] [tex]\text{hours}[/tex]
if each entry in survey is increased by one hour then,
each new entry in survey is = [tex]\text{x}_{i}+1[/tex]
the new mean is[tex]\mu_{new}[/tex] = [tex]\frac{\text{sum of all hours}}{total number of entries}[/tex]
[tex]\frac{\text{x}_{1} +1+\text{x}_{2}+1 +....+\text{x}_{N}+1 }{N}[/tex]
[tex]\frac{(\text{x}_{1} +\text{x}_{2} +....+\text{x}_{N})+\text{N}\times1 }{N}[/tex]
[tex]\frac{(\text{x}_{1} +\text{x}_{2} +....+\text{x}_{N})}{N}[/tex]+[tex]\frac{\text{N}\times1 }{N}[/tex]
[tex]\mu_{new}[/tex] = [tex]\mu[/tex] + 1=[tex]4.5[/tex] [tex]\text{hours}[/tex]
now,
standard deviation is [tex]\sigma_{new}=[/tex] [tex]\sqrt{\sum_{1}^{N}\frac{(\text{x}_{inew}-\mu_{new})^{2}}{N}}[/tex]
[tex]\text{x}_{inew}= \text{x}_{i}+1[/tex]
[tex]\mu_{new}=\mu+1[/tex]
putting values,
[tex]\sqrt{\sum_{1}^{N}\frac{(\text{x}_{i}+1-\mu-1)^{2}}{N}}[/tex]
[tex]\sqrt{\sum_{1}^{N}\frac{(\text{x}_{i}-\mu)^{2}}{N}}[/tex]= [tex]\sigma[/tex]
[tex]\sigma_{new}[/tex] =2
new mean and standard deviation are [tex]4.5[/tex] and [tex]2[/tex] [tex]\text{hours}[/tex]
The new mean and standard deviation of hours per day spent watching television are :
- Mean = 4.5 hours
- Standard deviation = 2 hours
When a constant value is added to all values in a dataset :
- The value of Standard deviation remains unchanged
- The value of the mean increases by the same amount or value added to each value.
- New mean = initial mean + 1 = 3.5 + 1 = 4.5
- New standard deviation = initial standard deviation = 2
Therefore, the new mean and standard deviation are 4.5 hours and 2 hours respectively.
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