Question

In: Statistics and Probability

Define the term skewness and kurtosis. With the aid of a diagram, describe the three types...

  1. Define the term skewness and kurtosis. With the aid of a diagram, describe the three types of kurtosis.            4marks
  2. Describe the components of a time series and mention their applicability. 4marks

  1. The table below relates to the sales of refrigerators by a certain firm in Kenya.

Year production in (000) Year Production in (000)

1996 17    2002 35

1997 20 2003   55

1998 19 2004 50

1999 26 2005 74

2000 24 2006 69

2001 40

Using this data;

  1. Fit a straight line trend by the method of ordinary least squares
  2. ii. Estimate the number of refrigerators that will be sold in the year 2009.

Solutions

Expert Solution


Related Solutions

Using the data, find the sample skewness and excess kurtosis of Michelson data on the speed...
Using the data, find the sample skewness and excess kurtosis of Michelson data on the speed of light (light.txt). Is this data set nrmally distribuited, based on this normal probability plot? 850 740 900 1070 930 850 950 980 980 880 1000 980 930 650 760 810 1000 1000 960 960 960 940 960 940 880 800 850 880 900 840 830 790 810 88 880 830 800 790 760 800 880 880 880 860 720 720 620 800 970...
A.)what happens when the skewness and kurtosis increase or decrease when investing in real estate (...
A.)what happens when the skewness and kurtosis increase or decrease when investing in real estate ( explain why) B.) what decisions do real estsate investors make based on skewness and kurtosis? C.) What will cause the skewness/kurtosis to change when relating it to real estate investments? explain each in detail and write neat or type response please , thanks!
5. What is the skewness and kurtosis of each data set? 6. Generate a histogram plot...
5. What is the skewness and kurtosis of each data set? 6. Generate a histogram plot of each of the data sets. 7. Based on the variability of the data, what do you think the next step would be to analyze the data? Age Income 29 9315 25 6590 28 9668 27 8412 25 1654 24 2431 25 6977 19 8966 27 9327 18 3871 25 9934 19 2236 19 3035 29 2518 19 3616 19 9219 28 1090 18...
Find the Z value form both Skewness and Kurtosis, respectively. Then decide on normality based on...
Find the Z value form both Skewness and Kurtosis, respectively. Then decide on normality based on 5% significance level Kurtosis -0.58587 Skewness -0.13581, N=100
Describe the concept of “Trigonometric Heighting” with the aid of diagram?
Describe the concept of “Trigonometric Heighting” with the aid of diagram?
1). with the aid of a diagram describe the three zones found in facultative ponds. 2).Name...
1). with the aid of a diagram describe the three zones found in facultative ponds. 2).Name the bacteria types found in each of the three zones found in the facultative ponds and give the role each bacteria type play in wastewater treatment 3) Explain the interpendence between the algae and bacteria that occur in waste stabilization ponds
How do I make a skewness and kurtosis graph in Excel? Can anyone provide me a...
How do I make a skewness and kurtosis graph in Excel? Can anyone provide me a step?
Define: REPRESENTATIVE SAMPLE. List and describe three types of sampling
Define: REPRESENTATIVE SAMPLE. List and describe three types of sampling
The `R` package \texttt{moments} gives us two very useful functions; \texttt{skewness} and \texttt{kurtosis}. If data is...
The `R` package \texttt{moments} gives us two very useful functions; \texttt{skewness} and \texttt{kurtosis}. If data is truly normal, it should have a skewness value of 0 and a kurtosis value of 3. Write an R function that conducts a normality test as follows: it takes as input a data set, calculates a bootstrap confidence interval for the skewness, calculates a bootstrap confidence interval for the kurtosis, then sees if 0 is in the skewness interval and 3 is in the...
1. (a) Describe the photoelectric effect with the aid of a clearly labeled diagram showing an...
1. (a) Describe the photoelectric effect with the aid of a clearly labeled diagram showing an apparatus. (b) Derive an equation from conservation of energy for the stopping potential in terms of the frequency of the incident light and the work function for the material. Define variables used. (c) Describe an observation for the photoelectric effect that can’t be explained using classical physics. (1 mark) (d) The work function for a certain metal is 1.8 eV. What is the stopping...
ADVERTISEMENT
ADVERTISEMENT
ADVERTISEMENT