Probability
Visualization
Distribution, fit, uncertainty or simulation depending on the lane
Primary Visual
Distribution / sample profile
sample profile
12.0-13.7
2.00
13.7-15.3
2.00
15.3-17.0
1.00
17.0-18.7
2.00
18.7-20.3
2.00
20.3-22.0
1.00
Result
Statistical result
Primary evidence first

xˉ=16.600\bar{x} = 16.600

Sample size
10
Observed sample
Mean
16.600
Central tendency
Std dev
3.204
Spread
Median
16.500
Robust center
Statistical interpretation
Descriptive statistics

Supporting form: Q_1=14.250,\ \tilde{x}=16.500,\ Q_3=18.750

Risk: sample profile ready

Visual reading: Histogram / sample spread

Analysis details
Methods, checks and supporting diagnostics
Show
IQR
4.500
Middle spread
Outliers
0 outside Tukey fence [7.500, 25.500]
Outlier signal
Step 1
Operation trace
Sample Parse
Dataset numeric sample sifatida o'qildi.

12, 15, 13, 17, 19, 18, 14, 16, 20, 22

Step 2
Operation trace
Moment Audit
Mean, variance va standard deviation hisoblandi.

mean=16.600,s2=10.267,s=3.204mean=16.600, s^2=10.267, s=3.204

Step 3
Operation trace
Shape Audit
Skewness va kurtosis orqali taqsimot shakli ko'rildi.

skew=0.144,kurt=1.398skew=0.144, kurt=-1.398

Histogram / sample spread
Mean 16.600
Skew 0.144
Phase: analysis-readyMode: descriptive
Probability lane tayyor
Probability Studio - MathSphere Laboratory