Math Problem Statement

Answer

احسب الانحراف المعياري للقيم التالية: 1.73, 2.03, 1.89, 2.79, 2.38, 1.08, 1.36, 0.85, 1.77, 2.13

Solution

To calculate the standard deviation for the given data set, we’ll follow these steps:

The values provided are: 1.73,2.03,1.89,2.79,2.38,1.08,1.36,0.85,1.77,2.131.73, 2.03, 1.89, 2.79, 2.38, 1.08, 1.36, 0.85, 1.77, 2.13

Step 1: Find the Mean

The mean (average) is calculated by summing all values and dividing by the number of values. Mean=1.73+2.03+1.89+2.79+2.38+1.08+1.36+0.85+1.77+2.1310\text{Mean} = \frac{1.73 + 2.03 + 1.89 + 2.79 + 2.38 + 1.08 + 1.36 + 0.85 + 1.77 + 2.13}{10}

Calculating the sum: Sum=1.73+2.03+1.89+2.79+2.38+1.08+1.36+0.85+1.77+2.13=18.01\text{Sum} = 1.73 + 2.03 + 1.89 + 2.79 + 2.38 + 1.08 + 1.36 + 0.85 + 1.77 + 2.13 = 18.01 Mean=18.0110=1.801\text{Mean} = \frac{18.01}{10} = 1.801

Step 2: Calculate the Variance

For each value, subtract the mean and square the result, then find the average of these squared differences.

Variance=(1.731.801)2+(2.031.801)2+(1.891.801)2++(2.131.801)210\text{Variance} = \frac{(1.73 - 1.801)^2 + (2.03 - 1.801)^2 + (1.89 - 1.801)^2 + \ldots + (2.13 - 1.801)^2}{10}

Calculating each squared difference: (1.731.801)2=0.005041(1.73 - 1.801)^2 = 0.005041 (2.031.801)2=0.052849(2.03 - 1.801)^2 = 0.052849 (1.891.801)2=0.007921(1.89 - 1.801)^2 = 0.007921 (2.791.801)2=0.979681(2.79 - 1.801)^2 = 0.979681 (2.381.801)2=0.335641(2.38 - 1.801)^2 = 0.335641 (1.081.801)2=0.518041(1.08 - 1.801)^2 = 0.518041 (1.361.801)2=0.194481(1.36 - 1.801)^2 = 0.194481 (0.851.801)2=0.902001(0.85 - 1.801)^2 = 0.902001 (1.771.801)2=0.000961(1.77 - 1.801)^2 = 0.000961 (2.131.801)2=0.108241(2.13 - 1.801)^2 = 0.108241

Summing these: Sum of squared differences=0.005041+0.052849+0.007921+0.979681+0.335641+0.518041+0.194481+0.902001+0.000961+0.108241=3.105858\text{Sum of squared differences} = 0.005041 + 0.052849 + 0.007921 + 0.979681 + 0.335641 + 0.518041 + 0.194481 + 0.902001 + 0.000961 + 0.108241 = 3.105858

Variance=3.10585810=0.310586\text{Variance} = \frac{3.105858}{10} = 0.310586

Step 3: Calculate the Standard Deviation

The standard deviation is the square root of the variance: Standard Deviation=0.3105860.5575\text{Standard Deviation} = \sqrt{0.310586} \approx 0.5575

Answer:

The standard deviation of the sample data is approximately 0.56 degrees.

Would you like more details or have any further questions?


Here are five additional questions related to this topic:

  1. How would the standard deviation change if an outlier were added to the data set?
  2. What is the significance of standard deviation in a data set?
  3. How would we calculate the variance for a population instead of a sample?
  4. Can we use standard deviation to compare the spread of two different data sets?
  5. What is the difference between standard deviation and variance?

Tip: Standard deviation provides insight into how much the data varies around the mean; a larger standard deviation indicates more spread.

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Math Problem Analysis

Mathematical Concepts

Statistics
Standard Deviation
Variance

Formulas

Standard Deviation (σ) = √(Σ(xi - μ)^2 / N)
Mean (μ) = Σxi / N

Theorems

Standard deviation and variance calculation

Suitable Grade Level

Grades 10-12