Skewness,Moments & kurtosis

Statistical measurement

1. KNOWLEDGE WORKERS

2. FABIHA BUSHRA Roll- 124

3. SKEWNESS MOMENTS KURTOSIS

4. FAHIMUN NESSA ORTHI Roll- 103

5. SKEWNESS Skewness is asymmetry in a statistical distribution, in which the curve appears distorted or skewed either to the left or to the right .

6. TUSHAR AHMED Roll- 149

7. SKEWED DISTRIBUTION SYMMRTRICAL DISTRIBUTION MEAN= MEDIAN= MODE POSITIVE SKEWED DISTRIBUTION MEAN> MEDIAN> MODE NEGATIVE SKEWED DISTRIBUTION MEAN< MEDIAN< MODE

8. SALMA AKTER Roll- 19

9. MESURES OF SKEWNESS ABSOLUTE MEASURE OF SKEWNESS SKP= Mean- Mode KARL PEARSON’S COEFFICIENT OF SKEWNESS SKP= Mean- Mode/Standard deviation

10. SAFIA ZERIN BADHON Roll- 82

11. MEASURES OF SKEWNESS BOWLEY’S COEFFICEINT OF SKEWNESS SKP= Q3+Q1-2 Median/Q3-Q1 KELLY’S COEFFICEINT OF SKEWNESS SKP= P90-2P50+P10/P90-P10 or SKP= D9-2D5+D1/D9-D1

12. RUBAIYAT ALAM Roll- 97

13. MOMENTS Moments is a familiar mechanical term for the measure of a force with reference to its tendency to produce rotation.

14. MOHAMMAD SADMAN SAKIB Roll- 67

15. MESURES OF MOMENTS FOR UNGROUPED DATA The rth moment of a variable X about the arithmetic mean X’ is given by: µr=1/N The rth moment of a variable X about any arbitrary point A is given by: µ’r=1/N  

16. MESURES OF MOMENTS FOR GROUPED DATA r=1/N & ’r=1/N  

17. TOWFIQ AHMED Roll- 91

18. KURTOSIS In statistics, Kurtosis is the degree of flatness or peakedness in the region of mode of a frequency curve. measured relative to the “PEAKEDNESS” of the normal curve. Measures by coefficient of Kurtosis computed as k=  

19. NUSRAT JAHAN Roll- 58

20. “PEAKEDNESS” OF THE NORMAL CURVE LEPTOKURTIC MESOKURTIC PLATYKURTIC

21. SHAMIM SARKER Roll- 214

22. MESURES OF KURTOSIS Kurtosis is measured by or its derivative = &  

23. THANK YOU QUESTIONS? KNOWLEDGE WORKERS | SECTION- A